From b411eb91c5e9dd7827871fb1c21e8b6b3c799cf9 Mon Sep 17 00:00:00 2001 From: Arthur DANJOU Date: Thu, 1 Feb 2024 19:01:03 +0100 Subject: [PATCH] :rocket: Initial Commit for my studies work --- .DS_Store | Bin 0 -> 10244 bytes Analyse Matricielle/.DS_Store | Bin 0 -> 6148 bytes .../TP1_Methode_de_Gauss.ipynb | 368 ++++++ Calculs Numériques/DM1.ipynb | 556 +++++++++ Calculs Numériques/DM2.ipynb | 578 +++++++++ Calculs Numériques/DM3.ipynb | 783 +++++++++++++ Calculs Numériques/Interpolation.ipynb | 691 +++++++++++ Calculs Numériques/Interpolation_2.ipynb | 479 ++++++++ Calculs Numériques/Intégration.ipynb | 561 +++++++++ Calculs Numériques/Methode_de_Newton.ipynb | 1000 ++++++++++++++++ Calculs Numériques/Point_Fixe.ipynb | 347 ++++++ Calculs Numériques/image0.png | Bin 0 -> 203450 bytes Calculs Numériques/image1.png | Bin 0 -> 116998 bytes Calculs Numériques/sprime.png | Bin 0 -> 14765 bytes .../TP1_EDO_EulerExp.ipynb | 584 +++++++++ .../TP2_Lokta_Volterra.ipynb | 813 +++++++++++++ .../TP3_Convergence.ipynb | 1041 +++++++++++++++++ .../TP1_Equation_de_Poisson.ipynb | 987 ++++++++++++++++ Probabilités/CC2.ipynb | 214 ++++ Probabilités/TP1.ipynb | 721 ++++++++++++ Probabilités/TP2.ipynb | 360 ++++++ Statistiques/.DS_Store | Bin 0 -> 6148 bytes Statistiques/TP1.ipynb | 305 +++++ 23 files changed, 10388 insertions(+) create mode 100644 .DS_Store create mode 100644 Analyse Matricielle/.DS_Store create mode 100644 Analyse Matricielle/TP1_Methode_de_Gauss.ipynb create mode 100644 Calculs Numériques/DM1.ipynb create mode 100644 Calculs Numériques/DM2.ipynb create mode 100644 Calculs Numériques/DM3.ipynb create mode 100644 Calculs Numériques/Interpolation.ipynb create mode 100644 Calculs Numériques/Interpolation_2.ipynb create mode 100644 Calculs Numériques/Intégration.ipynb create mode 100644 Calculs Numériques/Methode_de_Newton.ipynb create mode 100644 Calculs Numériques/Point_Fixe.ipynb create mode 100644 Calculs Numériques/image0.png create mode 100644 Calculs Numériques/image1.png create mode 100644 Calculs Numériques/sprime.png create mode 100644 Equations Différentielles/TP1_EDO_EulerExp.ipynb create mode 100644 Equations Différentielles/TP2_Lokta_Volterra.ipynb create mode 100644 Equations Différentielles/TP3_Convergence.ipynb create mode 100644 Méthodes Numériques/TP1_Equation_de_Poisson.ipynb create mode 100644 Probabilités/CC2.ipynb create mode 100644 Probabilités/TP1.ipynb create mode 100644 Probabilités/TP2.ipynb create mode 100644 Statistiques/.DS_Store create mode 100644 Statistiques/TP1.ipynb diff --git a/.DS_Store b/.DS_Store new file mode 100644 index 0000000000000000000000000000000000000000..11966a55422e8a5415a70df6ab645aeebe4efc08 GIT binary patch literal 10244 zcmeHMy>HV%6n~c%>ZmQPRLX#;WT{Js3X%dURhKkP2P8lUBarxN^etX&oF#NTj-}&d_Jdms`@ zWQsuq9Q$=P9A!?*mXHDtM8JW_Hxrqm5dL<=>3leloRI3O7*GrxW`O1HQ?LRqX6#NV zfA^sVHk7bh*yDh8)uAQRp(Y|&kma$S|IG{D#nxgrysFf)YgQfG^D~+6BsDaA;^c@n zqK#?~jV;(4$K1a!ns;ogu|9cvmAZb>cC8u**kuccJh*GSW!lKo zx?A=*)({<9T1&4_p4r}B$S%(7ndZE{y|j>-*RL#IZZ^}}^z4P@TkB7pic4Q{YkQ->p8*K71J>;2D za~E4t@j!b_ie|65n8ZeuR;A7NKj45Vw0q-BCTvYALv(6jD2JL59`66$LES--kMUbp-i%}ZuqN2E^Ui7oR_AGXkM%PcCR zqBZQVWCmvt{0j7-DYRDUonNS_2Xt_SKF++mBv+^>4efPFrXjQ%=?`cCel2d|-bTU1 zUBJXRcd+`L+s;T|!O`ynk=_LvV(Qe-FWui0WM+CXTa(Om(I4Ci;~_$pPw?Gu3=FhX z?0p{JH{{T`bbN(3+-R?%yk`EXf*~b|NjGAQ~+@R literal 0 HcmV?d00001 diff --git a/Analyse Matricielle/.DS_Store b/Analyse Matricielle/.DS_Store new file mode 100644 index 0000000000000000000000000000000000000000..6cc38fc9cf662a48aae8e31b89460a836b75f5cf GIT binary patch literal 6148 zcmeHKJxjzu5PhRp9N1hbR{IMM?jJ12iC74N_NOri3WpK&3cGav9Dky|`A`h;S__#8 zGjDe?Z#Q{GCJR88yLJK008HtMc+)U8y{|s9gUASx&NVKu!3*xup&eEKo>1-yu5pP4 z)&u^A^OozaafVy$@XTwD2Rz{wk7&-f-CeWo8uInw-|6!YGmg?yfm9$BNCi@XRA8S1 z+Iwl!Bgc%XKq`<5d@G>eheB7ZfxV-BIvDH-K%6jb#<86xh(!~`8rVBBLldVGohos} z5T`R=qOJz^j!uWz&Ri#UmN=n^?aq9$a!7T|m 1. Montrer que si $ \\tilde K $ est solution de l'équation logistique (1) vérifiant $ \\tilde K( t_{fl} ) = K_0 $, alors $ C = \\tilde K + K_* $ est solution de (4).\n", + "> 2. Montrer que si $ P $ est solution de (1) vérifiant $ P( 0 ) = K_0 $, alors la fonction $ \\tilde K $ définie par $ \\tilde K( t ) = P( t - t_{fl} ) $ est solution de (1) vérifiant $ \\tilde K( t_{fl} ) = K_0 $.\n", + "> 3. En utilisant l'expression (2) de la solution exacte de l'équation (1) et le résultat des questions 1-2, montrer que la solution exacte de (4) est donnée par la formule\n", + "$$\n", + "C( t ) = K_* + \\frac{K} {( 1 + ( K / K_0 - 1 ) * e^{ - r ( t - t_{fl} ) )}}.\n", + "$$\n", + "\n", + "On prend les valeurs suivantes des paramètres: $K= 50$, $K_*=50$, $r = 0.1$, $ t_{fl} = 30 $, $ K_0 = 1 $. \n", + "> 4. Tracer la courbe de $ C $ sur l'intervalle de temps $ [0, T] $ avec $ T = 130 $. Ajouter les lignes horizontales $ C = K_* $, $ C = K + K_* $ et un marqueur au point $ (t_{fl}, K_0+K_*) $, ajouter une légende. En utilisant la figure proposer une interprétation des paramètres $ K $, $ K_* $, $ r $, $ t_{fl} $, $ K_0 $.\n", + "\n", + "Pour la suite on prend les valeurs des paramètres $T=130$, $ N_0 = 10 $, $r_N = 0.2$.\n", + "> 5. Construire la solution approchée du problème (3) à l'aide de la fonction `odeint` et la tracer (avec des marqueurs). \n", + "> 6. Superposer la courbe de la fonction $t\\mapsto C(t)$. Que remarquez-vous ?\n", + "> 7. Faire varier la valeur du paramètre $ N_0 $ et commentez les résultats obtenus." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "image/png": 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q22Oq587169fFG2+8IY4cOWKyV0ViYqKYOHGi7Bfc4vbA2LBhg9Re1apVRVhYmMnY//77T7z77rviyJEjRh/v1auX1JaLi4vR3hTh4eHisccek/3KmpCQYLS90u65k6swvXAK+5wxY8bI9vMvvvgi3/9hRESErNeah4eHuHr1qtH2DLc/99fpESNGiLi4OFlcamqqGDZsmBTr5uZm0a/V5vz333/CxcVFanf8+PH51i2EEFeuXJH1iujVq5fR9rKyskSLFi0KjAsNDZUeDwwMzHcsN/Tee++JdevWmYzR6/Vi48aNwsfHR2pz//79Jts7ceKErDdCkyZNTO4zd+7cEZ999pmYO3duvseK0mtFp9OJTp06Sc9r2rSp0R4c6enpYsaMGdKx3tXV1eT7x1IZGRmiXr160roDAgLyrVuv14sFCxYIpVIpfRYVtD88Sj13rPXZWdTPcWsfOw0/c3K3bfjw4fl6oz548EAMHTpU9rru2rXLaJuW/n8Znjt4eXmJZcuW5esRp9frxYoVK4Srq6vZc4e826JQKMSsWbNEdna2LO7AgQPC3d1div3kk0+Em5ub8PT0FBs3bszX7ldffSXFKhSKAveRF198UYqtVauW0d6rWq1WfPvtt9JxWKVSiUOHDplsk6gsYHGHiIxSq9XSB+eMGTOs2rZOpxOBgYFS+4MGDTLZBViv14v+/fvLPsSNfXku6eJO7gle3pNMY/JeSuLv7y9iY2NNxs+aNUtWODH2RezatWvSiam7u7u4cOFCgTns3LlTajM4OLhYl2ddvHhRtj3GCju5Dh48KLuMw1RxR6fTiTp16ljUphA5X8p8fX2lQlB0dHSRt0cIy4o7hWHYzd/cZTvmTJgwQWrrhx9+KHI7u3btkv0//PXXXyZjr127JisIzpw502hcWSvuREZGyt6vX331lcn24uPjRUBAgBQbGhpqNC7vZT7Dhg0z2WZ6errscoY1a9ZYtG0F6dy5s9TerFmzCoxNSUkRwcHBUryposjly5eFm5ub0ddp3bp1si/PBw8eLPY2CCFEWFiY1O6QIUNMxrVt21aKa968uUhOTi7S+opS2DC8fLlx48Zm1z1t2jQp/rXXXitSnrm+//57qS1nZ2cRERFhMnbOnDmy96Q9FHes+dlZ2M/xkjh2Gn7mABC9e/c2+UOATqcTPXr0kGJbtGhhNM7SY2fuuYOjo6PZy8c2btxo9twh77YUdI44e/ZsWaxSqRR79uwxGd+9e3cpds6cOUZj9u3bJ3uP3Llzp8Bt+vnnn6X4nj17FhhLZO84oDIR5ZOUlAStVivd9/Lysmr727Ztw7Vr1wDkTMW5aNEik4MxKhQKfPPNN3BwcAAAXLlypVgD9xbHuHHjEBQUVOjnffTRR0a78+eaPHmyNNBjRkYGfv3113wxX375JXQ6nRRfr169AtfZuXNn9OjRA0DOYIMnT54sdN65fvrpJ+l2q1atCrycoE2bNhZdbrBp0yZcvnwZANClSxezz6lSpQrefvttADnd9detW2dJ6qUmNDRUur1jx45itZWUlCTd9vHxKXI733//vXS7X79+eOqpp0zGBgQEyLqrL1682ORAu2XJDz/8IA1G/fjjj2PcuHEmYytUqIC5c+dK91etWoXExMQC29doNPjiiy9MPu7k5IRhw4ZJ98PDwy1N3ajTp09Ll9QGBQWZnebY1dUV06ZNk+6vXLnSaFzt2rVlA+xPnjwZ//33H6Kjo/Hqq69Kyz/88MNiX5aY64knnkBwcDAAYOfOnUZjjhw5Il2WoVAosHz58kJdFlpchv+3ixYtMrvu999/X/o8Xb16tUUDoZvy448/Srffeust1KlTx2TshAkTZIOS2wtrfHbmZcnneEkfOxUKBb766iuTl3MrlUp89dVX0nlReHg4Tp8+XWCbphieO4wbNw7NmzcvML5fv35o164dAMvOHSpXroz333/f5OPPPvus7P6AAQPQoUMHk/FDhw6Vbps6Hhrud7Nnz0aVKlUKzHHkyJHSOdPWrVuNDvBMVFawuENE+SQnJ8vuW/tk2XA8n169eqFq1aoFxvv5+aFnz57S/d27d1s1H0sZnnRYytHR0ewsYw4ODrLxKYxt37///lvoPDp37izdPnDggEXPMcYwnxdeeMFsvCXjodhye4oiOzsbBw4cwDfffIOpU6di/PjxGDdunPRnOHbUqVOnirWuGjVqSLe///57WaG1MAz/31566SWz8aGhodKXjTt37sjGVyqrDI9FoaGhZmf8efrpp1GxYkUAQGZmJg4fPlxgfLt27cx+8WjSpIl0+/r162YyLpjhfjV48GCoVCqzz7F0vwoNDZWOZRkZGRg2bBief/55aQao1q1bY+rUqYXKNyIiAqtWrcLHH3+MiRMn4o033pDtV7nFs7i4OKOzJm7ZskW63aVLF4SEhBRq/cVx584daV/38/OTvhAXxMnJCa1btwYAJCYm4r///ivSupOTk2Vjcpk7LqvVapNjID2qrPXZmZclnzclfexs27YtatWqVWBMUFCQ9F7Jm1NhGB4TLPn8BoDu3btLt8191vbr16/AsY4CAwPh6uoq3R80aFCB7TVo0EC6nfsjoCGtViv9wKdWq822B0A2G54QAocOHTL7HCJ7xQGViSgfd3d32X1rT/Ns+EuQpQO3tm3bFps2bQIAnDhxwqr5WMLBwQENGzYs9PMaNmwoO7ExxfAkLu8vZXFxcbLpSRcsWGDRtLOGU+BaMp28MUIIaZBDIOfXdHNatmwJhUJR4K+Xhl+K//nnH4sKIoa9JIq6PYWVnp6OTz/9FIsXL7b4177i/ir4zDPPYPr06dDr9di8eTNCQkIQGhqKXr164fHHHzf5a6+hW7duSYP1ArCoN4WPjw+CgoJw8eJFADn7mbkeYvZMCCF731lyLHJwcEDLli2losKJEydkhee8LDlmGPZMMNcTyBzD/erw4cMF9kTKZbifmtuvvv/+e4SFhSEqKkpWmPDw8MDKlSstKiYBOfv81KlTC9WjMDY2FtWrV5ctCwsLk24bTmVeGgxfayGERa81ANkAvdHR0Xj88ccLve4zZ85IvX48PDykHk4FadWqVaHXY0vW+OzMy5LP8dI4dlr6f9G6dWupEFGU3rd5zx1OnjyJs2fPmn2eYZHZ3DGhfv36Ztvz8vKSBv02V4CtUKGCdNuwF2uuM2fOSG05OTlh0qRJZtcPyHsBldb5A5EtsLhDRPl4eHhArVZLPQYePHhg1fZjYmKk2zVr1rToObldr4Hif3kuigoVKkCtLvwh07AXRkEMv7QYvj4A8s2IZG7mGGNyf10vrMTERGRlZUn3LdkeDw8PeHp6Fvi+uX37tnQ7d4aawijq9hR2HZ07dy50T5y8Pd8Kq169evj888/xzjvvQAiBy5cvY8qUKZgyZQo8PDzQunVrdOzYEU8//TTq1q1rtA3D95CzszN8fX0tWndAQID0BaWsd11PTEyUza5UEsciT09Ps+3lXnIKQJZPURjuV7t27ZL1TLKEuf3Ky8sLv/76Kzp16iS7pOibb76x+LKfGTNmYObMmYXKCzC+X927d0+6/dhjjxW6zeIwfK1v374t671nqaIexwz3b39/f4uK/XkLY486a3x25mXJ53hpHDtLYtuMyXvuYHj5sKXMvUctOcYZvubm4g1jjR0PDfe7lJSUUt3viOwBL8siIqMMv+gY9gCxBsOeQJb8Mpc3rrhfnovC2dm5SM+zdMpuw+1LT0+XrpEHiv9rPoAiX9qTt9dWUbbHmOJuU1G3pzDGjh0rFXYcHR3x6quvYuPGjbh8+TKSk5Oh1WohciYmkHUfL844GrnGjx+Pffv2oUePHrKeOklJSdi6dSvef/991KtXD126dDH6S2xR9rG8sbbYz0pT3vd2SRyLLPnSbU3F3a8MjzumVKxYUVaQcnFxQbdu3Sxqf/v27bLCTrt27fDDDz/g5MmTiI2NRUZGhrRPCSFkY3MY268MX//SHGsHeHSOy9Y6Jj9qrPHZmZcln+OlcewsyrYV5XhcGu/Rwh7jintMtOV+R2QP2HOHiIxq166d1H38yJEjVm3b8CQ8t3utOYZxeS8bKwprfAG3RFpamkVxhtvn7Owsu7zB8ATPy8urVH91yvuFKS0tzaITXnP/r66urtJJ2qlTp9CoUaOiJ1kCbt26hTVr1gAAVCoVtm3bhieffNJkfEkUQtq1a4ctW7YgNjYWe/fuxf79+7F//36cOnVKev/u2rULTzzxBLZv3y67rKgo+1jeWGvsZ5YorX0xr7zv7dTU1EK/t0vrNbKUYf5//vkn+vfvb9X2MzMzMXz4cGRmZkrL0tLSEBoaKhvbw5TPPvtMuj169GjZwLXGmNuvDF9/a18+bI7haz1gwABs2LCh1NZt+N4tymeMtZTkvmuNz86iKI1jZ1G2rSjHGlueO5QUw21q3LhxsSaLICqL2HOHiIwyHGTzxo0bVh2AznAGoKioKIuec+PGDem2t7d3vscNf0m25FcZa/z6YwlLt88wLu/2Va5cWbr94MGDInXPLipPT0/ZYImWbE9SUpLZ19dwm3JnzXqU7Nq1SxqLpHfv3gUWdgD5+9PavL29MWjQICxcuBDHjx/HvXv38NVXX0nvk/T0dNmMRYB8H0tPT7f4Eitz+5klHtV9MS9PT09ZrtY6FtlSSe9XkydPlnqK+fv7S1+0Nm/ejEWLFhX4XJ1Oh7179wLImQ1o1qxZZtdn7v/EcHuNDb5akmx5DDPcv6Ojoy2a2c6ScUYepX3XGp+dRVEax87S2jZbnjuUFMNtunr1qs1+HCB6VLG4Q0RGDR48WHYyUdB0voVlODuMpUWj3OluAaBp06b5Hjf8VSsuLs5se5YMKmgNZ8+etejXP8OBQfNuX9WqVWXX6G/bts16CZqhUChkA34a5mnK0aNHzX7ZMByYeevWrUVPsIQYXtdvyYCR+/btK8l0ZLy9vfHGG29g48aN0rJz587h6tWr0n0/Pz/ZWBGW7GdxcXGyWV6M7WeWKIl9sSQub1IoFGjcuLF035LXSKvV4ujRo9L9or5GJaUk96utW7dKBRylUomVK1di4cKF0uO506ObEhsbK43f5evrK/sSbcz58+fNfrE2HJi2sOML5VXY95jhus+dO4ebN28Wa/2FYTiwenJyskWXTlty7H6UPket8dlZFKVx7DQ3y16u4m6bLc8dSkrjxo3h6OgIIOeHJEtfS6LygsUdIjLK2dkZb775pnT/999/x++//17odlJTU/OdHBn2Cvr3339lM1MYc/fuXdmUt4bPz2U4mOfp06fNFhfWrVtX4OPWkpmZaXZd2dnZWLVqlXTf2Kwvffr0kW4vXLjQol9qrcUwnxUrVpiNX758udmYvn37SrdXrVpl9j1Q2gzHuTHXhT4tLQ2//PJLSaeUT+vWraVpuQH54LKA/P9t2bJlZttbvny59CtotWrVTA7WbI7hvmjJYNSW7ItOTk7S7eIOOmzI8FiyfPlys/vVxo0bpS+9htNaPyoM96udO3da7ct3TEwMRo4cKb0+7777Lp588kmMGjUKAwcOBJAzPXreS7YMGe5T6enpZl/r7777zmxevXr1km7v3LkTFy5cMPscUwr7HgsMDJTNUmVY6Cpp7u7uaNasmXTf3HFZq9XKPmNMCQgIkIpckZGRZi91K8nPUWt9dhZFSR87Dx06JJs1zZiIiAhZ4aKo22bLc4eS4OzsLDtuL1iwwIbZED2CBBGRCRkZGaJp06YCgAAgnJ2dxcaNGy1+/pkzZ0T9+vXF9OnTZct1Op0IDAyU2h02bJjJNvR6vRg8eLAUW6tWLaHT6fLFZWdnC3d3dyluy5YtJtv8+++/pTgAombNmkbjrl27ZjbGmKVLl8ra9/PzE7GxsSbjZ82aJcU6OjoajY2MjBQqlUqKy/uaFuTOnTsWxxpz4cIF2fasWLHCZOzBgweFUqmUxV+7di1fnFarFbVr15ZiunXrJrKysizKJzk5WaSkpBR1c4QQQowYMUJa99KlS/M9vn79etl7Ljs722Rbr732mkXvJ0vFxMRYFBcfHy80Go203suXL8se37VrlyyvzZs3m2wrKipKVKhQQYqdOXOm0bjp06ebfQ/euXNHKBQKAUAoFApx/vx5k+v95ptvZDl26NDBaFxGRob0vlKr1Ra9VyzZfyMjI2Xv18WLF5ts78GDB6JWrVpSbGhoqNE4S14jQ7t37za7/YXRsWNHqb3HH39cJCYmWvS8zMxMER8fb/Sxvn37Sm02b95c9vrHxcUJPz8/6fG33nrLaBs6nU54eHhIcbt37zaZy4EDB2THu4Li27ZtK8stOTnZou3N6/Lly4Xeh5ctWyY9R61Wi+3bt1u8vuIelxcvXiyt28XFRURERJiMnTNnjsXHqHr16lm0P5w4cUJ2/LHGV4qS+Owsyud4SRw7DT9zAIjevXsbPZcRImdf6dGjh+x9bYwlx46SOHcw9/mZV82aNQs8HzBkyf/Xnj17ZK+lJTnkKu5+R/SoY3GHiAp05coV4evrK32IKpVK8cILL5j8wqbX68XRo0fFiy++KH1pMnYysXbtWtmH86hRo/KdlCclJYnQ0FBZ3Pr1603m+tJLL0lx1atXF+fOncuX2y+//CJcXFyEo6NjqRR3ck9+mzZtmu/kW6fTiXnz5klfhAGIDz/80GS7hl8aAYgRI0aI6Ohoo7FarVZs375dvPDCC6Jq1aoW527KCy+8IK3XycnJaIFnx44dwtvbWwAQDg4OZk/mtm/fLjvpbNWqlTh69KjJHE6fPi3ee+89UaFCBXH27NlibY+5k9P4+Hjh4uIixTz33HMiISFBFpOYmCheeeUVAUC4urparbjTqVMn0bt3b7Fu3TqTRawbN26I7t27S+usU6eO0bhevXpJMW5ubmLdunX5Yk6cOCHq1Kkj23fybmsuSwsXnTt3luIaNWqU732anZ0t5s+fL1QqlWxfLKi4Yfilc+3atSbjclm6/44ZM0b2Bf3rr7/O96UrMjJStGzZUorz8PAQV69eNdqerYs7Z8+eFW5ublKbdevWLbDocPnyZTFr1ixRrVo1sWnTpnyPGxbgXF1dxaVLl/LF7NixQ1bQM1VcHzp0qNRWQECAOHLkSL6YtWvXSkUgw/3KVHHn+PHjsvdQkyZNjLYrRM4Xu88++0zMmzcv32M6nU62PlNtGNJqtbL3ukajEXPmzDG53yYnJ4tVq1aJTp06iWeeecZs+wVJT08XQUFB0roDAwNFeHi4LEav14uFCxcKpVIpK8QUtD989NFHUpyXl5fYv39/vph///1XeHt7y153axd3rPXZWdTPcWsfOw0/c3K37bnnnhMPHjyQxT148EAMGzZM9rqa2n8tPXZY+9zB1sWdvDkoFAoxceJEk4XAjIwM8eeff4oBAwaIFi1amM2XyJ6xuENEZl27dk00aNBAdnKQe3L+1FNPiZdeekmMGDFC9OjRQ1SuXDlf3Pz58422O3bsWFmcu7u7eOqpp8Qrr7wi+vfvL+uJA0CMHz/ebJ6GJ+cODg6ia9euYvTo0WLo0KGiRo0aAoBQqVTixx9/LJXizvDhw8UTTzwhrbdjx45i1KhRYujQoaJatWqy7WvdurXIyMgw2a5er8/3659KpRLNmzcXzz//vHjttdfE8OHDRdu2bWVf7ipVqmRx7qbExsbKetrkFhReeOEFMXLkSNGkSRPZ/5OlJ3NLlizJ9wt9nTp1xJAhQ8Srr74qXnzxRdG9e3dZgRFAiRd3hBBi2rRpsnVWrFhR9OrVS4waNUr06dNHeq+pVCqxfPnyIr1XjOnQoYPsPdykSRPx7LPPitGjR4thw4aJNm3ayHqbqFQqk78s3717V9bbJPf1ff7558VLL70kWrduLfuC5OrqKg4cOGAyN0sLF2FhYbIcnZ2dRd++fcXo0aPFM888I/1/urm5iUWLFln0BeWDDz6QvS69e/cWb775ppgwYYL0Z8jS/Tc1NVW0aNFC9hr5+/uLoUOHilGjRolOnTrJ3qNqtVr89ttvxX6Nclm7uCOEEJs2bZIVJ3O/eA4cOFCMHj1ajBw5UvTp00f4+/vLYvIWd86fPy+cnZ2lx5csWWJynRMmTJDiqlSpYrQH2rlz52TtKRQK0aZNGzFy5EgxfPhwWY/OV155RbYvFNTTZ8WKFUKtVsu2pW7dumLo0KHi1VdfFUOHDhWPP/649J401bvoueeek57v4uIiBg4cKMaPHy+9vz755JN8z4mNjZUd/3Kf27lzZzFy5EgxevRoMXjwYNGoUSNZ0XvQoEEmt8dShw8flv0/KxQK0bp1a/HSSy+J4cOHi+rVq0uPLViwwKL94cGDB7LPJoVCIdq1aydGjRolnn/+eVmRNW9Pm+Iqic/Oon6OW/vYafiZM2PGDKm3j5ubm3Te89RTT8k+uwGId955x2Sblh47rH3u8CgUdzIyMmQ/cAA5RbO2bduKF198UdrvW7RoIZycnKSYZs2amc2XyJ6xuENEFklOThYfffSR8PLykn2YFvTXqFEj8ccffxTY7scff5zv17+8f05OTuLTTz+1KM/Nmzfn+1Jj+Ofh4SF+//13i04grFHcGTFihLh9+7Zo3bp1gdvYvXt3iy+fWLRokawbeEF/CoVCPPXUUxbnXpCoqKh8X2Ly/oWGhorMzMxCnczt2rVL9uunub/69euLW7duFWtbLDk51Wq14sUXXywwFy8vL7Fhw4Yiv1eMMbwExtyfr6+v+PPPPwts7+7du7LeBab+ateuXWDPKSEKV7j46aef8hXuDP+qVq0q9u3bZ/EXlMTERBESElLgNhgqzP9JcnKyGDJkiNnXqGrVquLff/+12mskRMkUd4QQ4tSpU6JZs2YWv5cCAgLEyZMnpednZmaKxo0bS48PGDCgwPXljTd13Pnzzz8LPEYDEKNHjxYZGRkWF3eEEGLnzp2y4lBBfx988IHRNqKiovIVDgz/TL2P0tLSxGuvvZavwGTqz9nZ2eLPNHN27tyZr/ht+Ofg4CC++eabQu0Px48fl3phGvvTaDTim2++EUIIk/tfUZTEZ2dxjs3WPHbm/cw5dOhQge81pVIpJk2aJPR6vck2C3vssNa5w6NQ3BEi5zN66tSpZo8nhvvC2LFjzeZLZM9Y3CGiQnnw4IFYuXKlGDlypGjYsKGoUqWK0Gg0ws3NTdSoUUN0795dTJ06VRw/ftziNq9fvy4+/PBD0aJFC+Ht7S3UarXw9vYWLVu2FFOnThU3btwoVI5RUVHizTffFHXr1hUuLi7C3d1d1K9fX7z33ntSW6VZ3BFCiKysLPHzzz+LLl26iGrVqgmNRiOqVKki+vbtW+ClZqYkJSWJb775RgwYMEAEBgYKNzc3oVarRYUKFUTDhg3F0KFDxeLFi0VUVFSh2y5Idna2WLJkiejQoYOoVKmScHR0FAEBAWLQoEGyL72FOZkTIqeb/fr160VoaKgIDg4WFSpUECqVSri7u4vatWuLvn37ik8//VT25bM4CnNyumnTJtGvXz/h6+srHBwchK+vr2jevLn4+OOPpSKTNYs7er1eHD9+XMybN08MGjRIhISECA8PD6FSqYSLi4uoWbOm6Nevn/juu+8sLggKIcSWLVvEyJEjRe3atYWbm5twdHQU1atXF0899ZT4+eefLRrHprCFi3PnzomXX35ZBAYGCicnJ+Hl5SWaNGkiZs2aJfXsKMwXlJSUFPHZZ5+JJ598Uvj4+Mh6QuT9clmU/5NDhw6JMWPGiODgYOHp6Sk0Go2oVq2a6N69u/jqq68sGuvpUSnu5Nq6dasYM2aMePzxx6Xjq6urqwgICBDdu3cX06ZNEwcPHsz3JfKdd96R8qpatapFY0Hl7enz3XffGY27evWqGDdunAgKChJOTk7Czc1NBAUFidDQULF3714prjDFHSFyjrO//PKLGDJkiHjssceEm5ubcHBwEN7e3qJVq1bi7bffFvv27SuwjZiYGDFt2jTRqlUrUaFCBVnBxtz76Nq1a+Ljjz8WnTp1En5+fsLJyUloNBrh4+MjnnjiCTF69Gixdu3aQu23loiLixMzZswQjRo1Eu7u7sLV1VXUrVtXvP7661Ivx8LuD7GxsWLKlCmiYcOGws3NTbi4uIigoCAxduxY2SXPJVncEaL4n53WODZb49hp7DMnJiZGfPLJJ6JZs2ayz9PQ0NB8l9gZU5RjhzXOHR6V4k6u+/fvi/nz54uePXuKGjVqCBcXF+Hg4CAqVaokmjZtKkaMGCGWLVsm7t+/b1F7RPZMIYSdD5tORERERER2bdmyZQgNDQUAjBgxwqKZqoiI6CFOhU5EREREREREZMdY3CEiIiIiIiIismMs7hARERERERER2TEWd4iIiIiIiIiI7BiLO0REREREREREdozFHSIiIiIiIiIiO8ap0ImIiIiIiIiI7Bh77hARERERERER2TEWd4iIiIiIiIiI7BiLO0REREREREREdozFHSIiIiIiIiIiO8biDhERERERERGRHWNxh4iIiIiIiIjIjrG4Q0RERERERERkx1jcISIiIiIiIiKyYyzuEBERERERERHZMRZ3iIiIiIiIiIjsGIs7RERERERERER2jMUdIiIiIiIiIiI7xuIOEREREREREZEdY3GHiIiIiIiIiMiOsbhDRERERERERGTHWNwhIiIiIiIiIrJjLO4QEREREREREdkxFneIiIiIiIiIiOwYiztERERERERERHaMxR0iIiIiIiIiIjvG4g4RERERERERkR1jcYeIiIiIiIiIyI6xuENEREREREREZMdY3CEiIiIiIiIismMs7hARERERERER2TEWd4iIiIiIiIiI7BiLO0REREREREREdozFHSIiIiIiIiIiO8biDhERERERERGRHWNxh4iIiIiIiIjIjrG4Q0RERERERERkx1jcISIiIiIiIiKyYyzuEBERERERERHZMRZ3iIiIiIiIiIjsGIs7RERERERERER2jMUdIiIiIiIiIiI7xuIOEREREREREZEdY3GHiIiIiIiIiMiOsbhDRERERERERGTHWNwhIiIiIiIiIrJjLO4QEREREREREdkxFneIiIiIiIiIiOwYiztERERERERERHaMxR0iIiIiIiIiIjvG4g4RERERERERkR1jcYeIiIiIiIiIyI6xuENEREREREREZMdY3CEiIiIiIiIismMs7hARERERERER2TEWd4iIiIiIiIiI7BiLO0REREREREREdozFHSIiIiIiIiIiO8biDhERERERERGRHWNxh4iIiIiIiIjIjrG4Q0RERERERERkx1jcISIiIiIiIiKyYyzuEBERERERERHZMRZ3iIiIiIiIiIjsmNrWCZDtZWRk4OzZswAAHx8fqNV8WxARERERERFZm1arRUxMDACgYcOGcHJyskq7/BZPOHv2LFq2bGnrNIiIiIiIiIjKjaNHj6JFixZWaYuXZRERERERERER2TH23CH4+PhIt48ePYqqVavaMBsiIiIiIiKisunOnTvSlTOG38WLi8Udko2xU7VqVfj7+9swGyIiIiIiIqKyz5rj3fKyLCIiIiIiIiIiO8biDhERERERERGRHWNxh4iIiIiIiIjIjrG4Q0RERERERERkx1jcISIiIiIiIiKyYyzuEBERERERERHZMRZ3iIiIiIiIiIjsGIs7RERERERERER2jMUdIiIiIiIiIiI7xuIOEREREREREZEdU9s6ASo79Ho9UlJSkJSUhKysLOh0OlunRERllEqlgkajgYeHB9zc3KBU8rcKIiIiIiq/WNwhq0hOTsatW7cghLB1KkRUDmi1WmRmZiI5ORkKhQJ+fn5wd3e3dVpERERERDbB4g4Vm7HCjkKhgEqlsmFWRFSW6XQ66ZgjhMCtW7dY4CEiIiKicovFHSoWvV4vK+y4ubmhYsWKcHFxgUKhsHF2RFRWCSGQlpaG+Ph4pKSkSAWeoKAgXqJFREREROUOz4CpWHK/VAE5hR1/f3+4urqysENEJUqhUMDV1RX+/v5wc3MDkFPwSUlJsXFmRERERESlj8UdKpakpCTpdsWKFVnUIaJSpVAoULFiRem+4TGJiIiIiKi8YHGHiiUrKwtAzhcsFxcXG2dDROWR4WWgucckIiIiIqLyhMUdKpbc6c5VKhV77RCRTRgO4J57TCIiIiIiKk9Y3CEiIiIiIiIismMs7hARERERERER2TEWd4iIiIiIiIiI7BiLO0REREREREREdqzcFnfu37+Pv//+G9OmTUOvXr3g7e0NhUIBhUKBkSNHFrq9LVu2YODAgfD394ejoyP8/f0xcOBAbNmyxeI20tLS8Nlnn6Fly5aoWLEi3NzcEBwcjIkTJyIqKqrQORERERERERFR2VduizuVK1dGv3798PHHH2PLli2Ii4srUjtCCLz66qvo1asXNmzYgFu3biErKwu3bt3Chg0b0KtXL7z66qsQQhTYzpUrV9C0aVNMnjwZ4eHhSEhIQGpqKi5evIjPP/8cjz/+OP79998i5UhkiZkzZ0KhUKBXr17FamfevHlQKBTo2LGjdRIjIiIiIiKiApXb4o6h6tWro3v37kV67ocffoglS5YAAJo0aYLVq1fj6NGjWL16NZo0aQIAWLJkCaZOnWqyjZSUFPTt2xeXLl0CALzyyivYuXMnDh06hE8++QRubm5ITEzE4MGDcebMmSLlSWVXdnY21qxZgxEjRiA4OBiVKlWCg4MDvL290axZM4wZMwY7duyAXq832cbNmzcxd+5cAMD06dOLlc/YsWPh7e2NvXv34vfffy9WW0RERERERGReuS3uTJs2DZs2bcLdu3cRFRWF77//vtBtREZGYt68eQCA5s2b4+DBgxg6dChatGiBoUOH4sCBA2jevDkAYO7cubhy5YrRdubPn4+LFy8CyOn1sGTJEnTu3BmtW7fGlClTsG3bNqjVaqSlpWH8+PFF22Aqk/766y/Uq1cPw4YNwy+//IKLFy8iPj4eWq0WcXFxOHHiBBYvXoxu3bohODgY//zzj9F2Pv74Y6Snp6NHjx5o1apVvsevX78uXba4bNmyAnNydXXF22+/DQCYOnVqgUUlIiIiIiIiKr5yW9yZOXMm+vbti8qVKxe5jQULFkCr1QIAFi1aBGdnZ9njLi4uWLRoEQBAq9Vi4cKF+drIzs7Gl19+CQAIDg7GhAkT8sW0bt0aL7/8MgBg9+7dOH78eJFzprJj9uzZePrpp3H16lUAQNeuXbFo0SLs3LkTx48fx/bt2/H111+jR48eUCqViIiIwAcffJCvnVu3bmHp0qUAYPT9VxRjx46Fk5MTLly4wN47REREREREJazcFneKSwiBv/76CwBQr149o70dAKBVq1aoW7cuAODPP//MN/bOnj178ODBAwDAiBEjoFQa/y8xHOT5jz/+KGb2ZO9+/fVXTJkyBUII+Pj4YNeuXdi+fTvGjRuHzp07o2nTpujatSvGjh2LLVu24NSpU+jcubPRtr799ltkZ2ejatWq6NKli1Xy8/T0RO/evQFAKl4SERERERFRyVDbOgF7de3aNdy6dQsA0KFDhwJjO3TogEuXLuHmzZu4fv06AgMDpcf2798vizOlefPmcHV1RWpqKg4cOFDM7E2LS4uDY6ojAKCCcwWolcbfIjGpMQCALF0WhF5AXcBbKVuXLbuvUqqgVBgvYml1WggIy2L1WlmxrMRiFSqTRbe8sUqFEiqlqtixOr0OeqE3Gnv79m2MGTMGQE7vsJ27dqJecD3pdTbWbsOGDbF9+3asWLFC/v8hIF1mNWzYMNl2GuaQ9//QXL4KhQLPPfcc/vjjDxw8eBCXLl2Sipx6vR46oZPFmnqf6YUeOn0pxEIBtcqyWABwUDkUO1YIAa1eW+RYtVINhUJRarFA/vdBYWIL2udK6hgRnx4v+//wcPSAo9rRaGxCeoLstXB3dIeT2slo7IOMB7Kc3TRucHZwNhqbmJGILF2WdN9V4woXBxeLYl0cXOCqcTUam5SZhExtpnTf2cEZbho3o7HJmcnI0GZI953UTnB3dDcam5KVgvTsdOm+o9oRHo4eRmNTs1KRlp0m3deoNPB08jQam5adhtSsVIti07PTkZKVIt13UDnAy8nLaGyGNgPJmcnSfbVSjQrOFYzGZmozkZSZJN1XKVWo6FzRolilQolKLpWMxmbpspCYkSjdVygU8HbxNhqbrcvGg4wHsmU+rj5GY7V6LRLSEyyK1el1iE+Ply3zdvE2un/qhR5xafJJJCq5VDK6HwkhEJsWK1tW0bmiyc+u3HODXJacR+TycvIyeQyMTYuVfX56OnlCo9IYjY1Li5N9HhW03/MYkYPHiBw8RuTgMeIhHiNy8BiRo6SOEdbE4k4RXbhwQbpdr169AmMNH79w4YKsuGNpO2q1GrVq1cKZM2dkz7HEzZs3C3z8zp070u3GixsD/99P/hvzH+r71jf6nIAvA5CWnYYvW36JIK8gBFQMMNn+uZhzsoNd3Up1TR4Qzseelx2UalesbXJnvBh7UXageazCYyZ3sIi4CNnBI8ArwOQH65X4K0jOeriT1/CsAV9XX6Ox1xKuITHz4Qe2v4c/qrhVMRp748ENJGQ8/BCu5l4N1dyrGY2NSoxCXPrDD9bKrpVR3bM6gJzLAVNTcw5uM2fOhIe/B07fOy3F+rj4oKZXzXxtKpVKdOrfSRZ75eQV3L59GwAwaNAgWfy91Hu4nXwbLfxayJaHhoYiNDRUtmzC+xMwdNxQ6b6noyf69OkDJycnZGRkYO3atZg2bRoAIDY9FlGJUVKsu8Yddb3rGn0d4tPjcf3Bdem+i4MLQnxCjMY+yHiAqwlXpftOaic08G1gNDYpMwmR8ZHSfY1Kg8crP240NjUrFZfiLkn31Uo1GldpbDQ2PTsdF2If7p9KhRJNqzY1GpuhzcC5mHOyZc2rNTcam6XLwtn7Z2XLmlRpApUi/8mTVq+V/R8DQKPKjYyeEOmFPl9sQ9+GJk9c8sbW96lv8mTk7P2zspOnYO9gkycYJXWMaL+0Pc7HnJfur3tmHQbXH2w0tvuK7jh2+5h0f2n/pRjZeKTR2AFrBmDvjb3S/a97fY2xLccajR3+x3D8e/nhTIfzus7DpLaTjMaO2jQK68+vl+5P7zAdMzrOMBr75uY3sfz0cun+xNYT8Vn3z4zGvrfjPXx77Fvp/uvNX8c3fb4xGjtzz0zMPzxfuj+i0QgsG7DMaOxnhz7DzL0zpfvPhDyD3wb/ZjT2m6PfYPKOydL93nV645/hxscA+/nkzxi3eZx0v0PNDtgzco/R2DX/rUHoXw+PR82rNUf4K+FGYzde2ogh64dI90N8QnDu9XNGY3dc3YG+q/tK92t61sT18deNxh6KPoROyztJ971dvBEzKcZo7Km7p9Dyx5bSfRcHF6ROSTUaeyn2Ehp8Jz+GienGZ96MTopG4JeBsmUp76cY3efi0uLgO1/+mXZ/4n2jXwrTstPyxV576xoCvAKM5pE31pLziFxHRx3N93mTK/ibYNkXyN0jdqNjQEejsc2WNMONxBvS/b+H/Y0+QX2MxvIYkYPHiBw8RuTgMeIhHiNy8BiRo6SOEdbE4k4RRUdHS7f9/f0LjK1evbrR5xned3V1hZeXl9l2zpw5g5iYGGRmZsLR0fgXsILWT/ZNCIHly3MOxK6urhg9ejQS9AlmnmXa4f2HAQAODg5o2tR4EaKoHB0d0bhxY4SFhWHPnj1ScYeIiIiIiOhRo9MJ3E3MQKZWh0ytHpnZemRqdcjWCZy/kySLTUrXYm14FLJ0AtlaPbJ1uX8CZ2Ll3/kT0rLw9tpTyNLpka3V40HMHZQEFneKKDn5Yc8ONzfjXdhyubo+rIqnpKTIHsttx1wbxtqxtLhDZcf58+cRE5Pza0/79u3h4eGBhAdFL+6Eh+VUphs2bAgnJ+NdR1fvXI3Ye7F4Y/gbAIBZs2ahf//+8iBXIAMZ+Z7bsmVLhIWFISwsDNnZ2XBwMN6dloiIiIiISAiBLJ0e6Vk6pGfrkJalw90k+feMu4kZWHUkCmlZWmT8PyZTm1OICbsnv2rlwp0kDPruUE7BJluPLN3Dos093VnZKMTn7iSh1eydRvNKVUYCBl+/7yVl4N3fzxqNTVPelcWmZuqw4eQt6b42Kd7Is4qPxZ0iysh4+AbTaIxf05nLsAiTnp4ueyy3HXNtmGunIHl7C+V1584dtGzZssCY4tALgcS0h5dnxDtlISs702hsYpoOWTqDWMds6LSmYzO0D2MTNNkQOtOxadkGsQ7ZUOiNxz5I0yElyyBWnQ2VMBWrRVLmw1hXVTYckIkKLhoolcbHIimO06cfXhZT3J42QgicOnYKANCkSROTcbXr1YaL68Nre/38/NCggbwb8N2Uu7iZlP/yv2bNmgHIeb+eOnUKLVoY705LRERERET2RQiBtCwdUjO1SM7UIiZFXoS5EpOCb/dEIjVTi5QMLdL+X7BJz9LhaJz8u8OO8/fQYPpWpGVpoc9zhWGi+hpg8BvxhTtJmLLBeGElWfUAMPhqnZiejeOJxn8Mz1LpZbH2TiHyTt9UThkOdDxixAhpkFlTPvvsM0yenHPd3+bNm9GzZ0+TsZs3b5ZmDpo/f75suun69evj/PnzqFy5Mu7evVvgOp999lmsW7cOABAbG4tKlawzKNPNmzelS7dOXTqFan4548BYMsjZ/ej7EDoBR40j6tSpYzT2blIqWn26xyq52ovjH3ZFJTd5zyprDKj81Vdf4a233gKQMwvVm2++WeDgywW1Gx8fjyq+OeMDvf/++/j0009Nxl6/fh1BtYMAAEuXLpXN3mYs39zBjLds2YJevXoByJnl7emnn+aAyv/HAZWLFmtqQOXLly9Dq9VCrVZLxyIOhJiDAyHm4GCpOThY6kM8RuTgMSIHjxE5eIx4qDwcI7J1eqRkapGVrYZO54jE9GwkZWQjKV0r3b6f8gAP0lKRnKlFckY20rNUyMzSICVDi9Q8hRg90iHwMAcFHKCE8Xz1yIBApkGsGkoYz7dwsZkQBlcUKKCCEsaPfwJZ0MOw04QKKpOx2dAjzWCJEioYP1bmj1VAhYfHSm1SLG59NxJATkcMc8O8WIo9d4rI3f3hf2TeS63yyh38Fsh/+VVuO+baMNeOtVRyqWTyg8FQbswD1QNohbbAWAcTB+3yxtSHlzEqpQoq5P9gNLwcMPcyPVOx5tp9EP9AWl6hQv4THcNYUx+m5vKtWPHhSVHu5WRKpRJKGP/inpdSoYRSVTZjFQqF2df1UYoFzL8PSiPWVBHOGFMn5caYOtk3xtSXCGNMfTkpbqyHo4esu29B3B3dTX5Ry8tN42byC2BerhpXkyeNebk4uJg8Gc3L2cHZ5EluXk5qJ5Mnz3k5qh3hozb/+VbYWI1KY9HnJpDzXrc0Vq1UWxyrUqosjlUqlBbHKhQKi2MB018sixtr6ouwMYWZjYTHiBw8RuTgMSIHjxEP2dMxQggBtcIVSZkOSEjLQnxqFhLSEhCfeh8JqVmIT8vK+Tc1Cw/Scgs42UjN0plvXEYBQA8YGY4BAJRwBmDZ/qmEEwDL9s/CxTrC0gOgAhqoCui6o1Er4ahSQqNWQq1yhIPKAxqVEg4qJRzUCqiVypz7akXOMpUSDirD20poVAqoDW47qJRIiffElO8sSrFQ+K27iAyra+ZmozK8LCrv4Mb+/v44cuQIUlNT8eDBgwIHVc5tx8fHh+PtlFOGRUXDYl9RxMc//AXHWHHHGgzbjYuLKyCSiIiIiIhyaXV6xKdm4X5yJmJy/1IycT8pA3GpWf8v4mRLxZssg+EqyhoHlQJODiq4aFRwdlDBWaOGs4MSLho1nBxUcNao4OyQU4RxVKvgmPuvg/LhbXXu40o4OuTGPIzTqJT/j/9/rEpZIsNsAMDNm86YUgLtsrhTRCEhD6djvnjxYoGxho8HBwfna+f333+X4lq1amW0Da1WiytXrhhtg8oPb++Hv0zcu3evWG0ZDqBcmDGcCsOwXWdny6r4RERERERlVUa2DncSM3A/KeNh4SYlE/eTcv7NKeTkFHDsbQAVjVoJN0c13BzVcHVUw91RDVdHFdycHODmqIKLRg0XjSpPoSbnXxeNGs4aJZwd1HDW/P/x/z/mYGHP+PKOxZ0iCgwMRLVq1XD79m3s3bu3wNh9+/YByBmINiAgQPZYu3btpNt79+41Wdw5duyY1FOjbdu2xci89FVw0eD4h11tnUapquBSMiNzNWrUSLp94sSJYrXl4/Owu6thLx5rMmzXcH1ERERERGWNTi9wPzkDtx9k4PaDdNx+kI47iRm49SAddxLTcftBBuJTs8w3ZAMalRIezg7wdFbDw9kBHk4O8HR2gIezOudfJwd4ODvkFG+c1FIRx7CYo1GzCGNLLO4UkUKhQP/+/fHdd9/h4sWLCAsLM1qYCQsLk3ru9O/fP9/AZR07doSnpycSExOxfPlyTJ482ejgZoYDPD/99NPW3ZgSplQq8g0uTEUTEhICb29vxMbGYv/+/UhKSoKHh/GBDM0xLLYkJBR9OvWCGLbL4g4RERER2bNsnR63EtJxPS4V0fFpuPUg4/9Fm5zCzd2kDOjyTvVUyhxUClRw0aCiq+bhv64OqOiiQYX/LzNWtHFysGwMT3p0sbhTDOPHj8cPP/wArVaLN954A/v27ZNdepKeno433ngDAKBWqzF+/Ph8bWg0Grz55pv4+OOPceHCBcyfPx+TJk2SxRw+fBg//fQTAKBDhw6cTrocUygUGDlyJObPn4/U1FT8+OOPeOedd4rUlqNjzgxnly9fRkREhNn1FoVhuw0bNixSG0REREREpSUjW4ebCWm4HpuG63GpuBGX829UfBpuJqSXevFGqQC83Rzh457z5+vuiEpujqgkK95o/l+8yelZU9Rzd7Jv5ba4c+DAAURGRkr3Y2MfTuMXGRmZbyr0vFM/A0BQUBAmTpyIOXPm4NixY2jbti3effdd1KpVC1euXMHcuXNx8uRJAMCkSZNMThU+adIkrF27FhEREZg8eTIiIyMxdOhQODs7Y/fu3fj000+h1Wrh7OyMhQsXFnvbyb6NHz8e3377LdLS0jBt2jT07t0b9erVM/s8vV6PVatW4fnnn5eWtW/fHpcvX0Z4eHiBzzUcnyczM7OASLncdmvVqoWqVata/DwiIiIiopKSpdXjelwqrsak4kZcKq7HpeHG/ws5txPTS2WsGzdHNXzdHeFtULTxcXeEj1vufSf4uDuioqsGqhIa2JfKFoUQ9jZMk3WMHDkSy5cvtzje1Muk1+vxyiuv4Oeffzb53JdffhlLliyBUmn6GsTIyEj07t0bly9fNvq4h4cHVq5cib59+1qcs6Vu3rwpzeIVHR0tmwnMnMuXL0Or1UKtVpssXpH1LV26FC+99BIAwNfXF+vWrUOHDh1Mxp8/fx5vvfUWYmJicOrUKWn5smXLEBoaCgC4evUqAgMDjT5fq9XC1dUVWVlZmDRpEubNm2dRnjVq1EB0dDRGjhyJpUuXWrh1RIXHYxERERHllZalxZX7qYiMScbleymIvJ/zdyM+rUR74GjUSlTzdEJVT2dU83JGNS+n///rnLPcyxlujuW2n0W5V5zv3wXhO6qYlEolfvrpJwwaNAhLlixBeHg4YmNj4e3tjRYtWuDVV19Fr169zLZTu3ZtnDx5Et988w1+++03REZGIisrC9WrV0fv3r3x1ltvoWbNmqWwRWQPQkNDcfPmTUybNg33799Hx44d0b17d/Tv3x/BwcHw8vJCfHw8IiIi8M8//2DLli3Q6XSyAZkBoGfPnlCpVNDpdNi5cydGjRpldH1qtRotWrTAwYMH8fPPP6NJkyZo3LgxHBwcAAAVK1ZExYoVZc+5fPkyoqOjAQB9+vQpgVeBiIiIiChnIOMbcam4eDc55+9OEi7eTUZUfFqJrM/LxQE1K7rAv4ILqno65SvgVHLV8NIoKnXltucOPcSeO/brjz/+wIQJE3D9+nWzsfXr18cXX3yB7t27y5b37NkTW7duRadOnbBr1y6Tz//nn3/Qr18/o73Ypk+fjhkzZsiWzZw5EzNmzICnpyfu3r0ru7SLyNp4LCIiIiof0rN0uHA3CeduJeK/W0m4cDcJEfeSkZGtt+p6vN00qFnJFTUruSAgz79eJTQzLpUP7LlDRPkMHDgQffv2xfr167F582aEh4fj/v37SE5OhoeHBwICAtCqVSsMGjQInTp1MvoLwtixY7F161bs3bsXt27dgp+fn9F19enTBzt37sSXX36J8PBwxMTEIDs722Ruq1evBgC89NJLLOwQERERUaGlZmpx7nYS/ruVmPN3OxGR91NgrSuqfN0dEejtmlO08XZBzYo5xZualVzg7uRgnZUQlRIWd4jsnEajwfDhwzF8+PAiPb9Pnz4IDg7GhQsXsHTpUnz44YcmYzt16oROnTqZbfPAgQO4dOkSHBwc8OabbxYpLyIiIiIqP3R6gcj7KTgZlYBT0Q9wKvoBIu4lF7uQo1AA1Su4oLavG+r4uqGWwb8eLOBQGcLiDlE5p1QqMWPGDDz77LNYuHAhxo8fDzc3t2K1+fHHHwPIGRsoICDAClkSERERUVmSmJaN41HxOHY9ASejHuDMzQdIzdIVq01vNw3qVfFAvSruqFvFHfWqeKC2rxucNSorZU306GJxh4gwePBgLFiwAGFhYfj666/x3nvvFbmto0ePYtu2bXBzc8s3Dg8RERERlU93EtNx9FpOMSf8ejwu3Usu8pTjSgVQy8cNDfw8EVLVA8FVPVC3ijt83B2tmzSRHWFxh4igUCjwww8/YP369cXutRMbG4vp06ejadOmqFq1qpUyJCIiIiJ7cvtBOg5dicOhK7E4ei0eNxPSi9SOWqlAncruaFDNAw38PNHAzxPBVd3houFXWSJD3COICADQoEEDNGjQoNjt9O7dG71797ZCRkRERERkLxJSs3D4ahwORsbi0JU4XItNLVI7fl7OaFzDC02qe6FxdS808POEkwMvqyIyh8UdIiIiIiIiKpRsnR7HridgT8R9HLgci/N3kgp9mZVGrURjfy80C6iQU8yp4QVfd86ySlQULO4QERERERGRWXcTM7Dn0n3suRSDA5GxSMnUFur57k5qNK9ZAS0CK6JlQEU09PeEo5q9coisgcUdIiIiIiIiykevFzgZnYDt5+9jz6X7uHg3uVDP93BSo3WtSmhTyxstAyuibmV3KJWKEsqWqHxjcYeIiIiIiIgAAJlaHQ5dicO2c/ew/fw9xKZkWvxcZwcVWgRWRJtaldC2ljdCqnlAxWIOUalgcYeIiIiIiKgcS87Ixp5LMdh67i72XIop1OVWDfw80DHIF+3reKNxDS9eZkVkIyzuEBERERERlTNpWVrsvHAfm07fxp5LMcjS6S16noeTGk8G+aBjXV88GeTNAZCJHhEs7hAREREREZUDmVod9kXEYtPp29hx4R7SsnQWPa9uZXd0DfFFp7q+aFzdC2qVsoQzJaLCYnGHiIiIiIiojNLrBQ5fjcOfJ29hy7m7SM4wf8mVQgE0rVEBPepXRreQKgj0di2FTImoOFjcISIiIiIiKmNuxKVi/fGb+P34TdxOzDAb76BSoE0tb/SoXwVdQ3x5uRWRnWFxh4iIiIiIqAxIzdTi37N38Nvxmzh6Ld5svEqpQJtaldCvUTX0CKkCTxeHUsiSiEoCiztERERERER2SgiBk9EPsOpIFP49e8eicXRaBlREv0ZV0athVXi7OZZClkRU0ljcISIiIiIisjNpWVr8deo2fj18A+fvJJmNr1fFHYOa+qPP41VRzcu5FDIkotLE4g4REREREZGdiLyfjBVhUfj9+E0kZxY8OLKXiwMGNPbDM838Ub+aBxQKRSllSUSljcUdIiIiIiKiR5hWp8e28/fw6+EbOHw1rsBYpQLoWNcXzzTzR5dgXziqVaWUJRHZEos7REREREREj6DUTC3WHYvGzwevITo+vcBY/wrOGP5EDTzT1B++Hpzpiqi8YXGHiIiIiIjoEXI/KQPLDl3HirAbSMowfemVQgF0quuLF1rVxJNBPlApedkVUXmltHUCRFR02dnZWLNmDUaMGIHg4GBUqlQJDg4O8Pb2RrNmzTBmzBjs2LEDer3e1qkWWceOHaFQKCy6Rvzrr7+GUqmEQqGAr68vzpw5YzTu+vXrUCgUWLZsmZWzJSIiIiq6S3eTMem302g7dxe+3XPFZGGnoqsGr3WohX2TOuHnkS3QqZ4vCztE5Rx77hDZqb/++gvvvPMOrl69mu+xuLg4xMXF4cSJE1i8eDGCgoLwxRdfoE+fPjbItHQsWLAA77zzDgCgSpUq2LlzJ0JCQmycFREREZF5J6MSsGhXJHZdvF9g3OP+nghtG4DeDatyLB0ikmFxh8gOzZ49Gx988AGEEACArl27on///ggJCYGXlxfi4+Nx6dIlbNq0Cdu3b0dERAQ++OCDMlvcmTt3Lt577z0AgJ+fH3bt2oWgoCDp8TVr1uCZZ56BWl3wIW/Tpk148skn4enpWaL5EhEREQHA8Rvx+HJnJPZFxBQY1zXYF6+0fwwtAytyxisiMorFHSI78+uvv2LKlCkAAB8fH6xduxadOnXKF9e1a1eMHTsWZ8+exfjx4xEXV/DMCvbqo48+wvTp0wEANWrUwK5du1CrVi3p8T179mDYsGH49NNPsXjxYrRp0yZfG9HR0XjzzTfx559/Yvr06ZgxY0ZppU9ERETl0NFr8fhq52UciIw1GaNRKzGoqT9ebheI2r5upZgdEdkjFneI7Mjt27cxZswYAICLiwv27Nlj9tKjhg0bYvv27Vi1alVppFiqPvzwQ3zyyScAgMDAQOzevRs1a9aUxXTs2BFr167F+++/j3bt2uGVV17Ba6+9BgDQ6XT44osvMH36dCiVSnz66ad4++23S307iIiIqHw4fCUOX+28XOB05hVcHPBi6wC80LomvN0cSzE7IrJnLO4Q2ZEFCxYgNTUVADBz5kyLx5RRKpV4/vnnSzK1Ujd58mR89tlnAIDatWtj165dqF69utHYIUOGYMCAAfj6668xa9YsqdA1fvx4ZGRkYPTo0ZgxYwZ8fHxKLX8iIiIqP87eTMTcLRcL7Knj7eaI1zo8huFP1ICLhl/TiKhweNQgshNCCCxfvhwA4OrqitGjR9s4I9t5++23sXDhQgBAvXr1sGvXLlStWrXA52g0GrzzzjsYMGAA2rRpg5SUFKSnp+OPP/7AU089VQpZExERUXlzIy4V87dFYNPp2yZjfN0d8VqHWhjWsgacNRwkmYiKhsUdKl0xeQaLq1ABMDXIbd5YLy/AwcF4bGws8P/BhQEAnp6ARmM8Ni4OMJwa3MMDcDTR5TU+HtDpLItNSMjZnhJy/vx5xPz/NWnfvj08PDxKbF2PKiEExo0bh2+//RYA0KBBA+zYsQOVK1c2+9zs7Gx8++23+Oijj5CVlQUAcHZ2xqBBg/Daa69h+vTp8Pb2LtH8iYiIqHyITcnEop2XsfJIFLR6YTSmsocjxnSohaEta8DJgUUdIioepa0ToHLG11f+d+mS6diAAHnsqVOmY4OD5bGHDpmObdZMHrtjh+nY9u3lsRs3mo7t3t30Y1Zw+vRp6XbTpk1LdF2GOnbsCIVCUay/kSNHWiWX0aNHS4WdRo0aYffu3RYVdjZs2ICQkBC8/fbbGDRoEPbt2wcg5zK3OXPmYNmyZahduzY+++wzZGZmWiVXIiIiKn9SMrVYuCMCHebtxvLDN4wWdip7OOLj/vWxd1InjGwbyMIOEVkFe+4Q2YnY2IfXaFtS0CiLfvzxRwBAcHAwdu/ejQoW9JTas2cPBg4ciIYNG+LAgQNo06YNrl+/DgBQq9WYMGEChgwZgjfeeAOTJ09GamoqZ8siIiKiQtHrBdafuIl5Wy4hNsX4D0XuTmq83rE2RrYJ4OVXRGR1LO4Q2Ynk5GTptqura6mtd+nSpdIgzkVlSRHGEgqFAkIIXL16FcePH0fXrl3NPqdjx45YvXo1nnnmGahNXAJYvXp1/Pnnn9i0aRPat29vlVyJiIiofDgV/QDTN57D6egHRh/XqJUY2SYAr3esBS8XE8MGEBEVE4s7RHbC3d1dul3cYkthBAYGltq6zFm0aBHGjRuHzMxM9O/fH1u2bLGoGDN06FCL2u/Xr19xUyQiIqJyIiY5E59tvYh1x24afVyhAAY19cfb3YLg5+VcytkRUXnD4g6Vrvv35fcL6tHx/0tnJF5epmMvXMg/oLIpx4/nH1DZlP378w+obMq2baYfswLDwX7v3btXout6VI0dOxbp6emYNGkS0tLS0KdPH+zYsQMtW7a0dWpERERUTmTr9Fh+6Dq+3HEZyZlaozGd6vrg3V71UK9K+ZsAg4hsg8UdKl0+PiUTW5hZjipVsjy2YkXLY0twpiwgZwDhXCdOnCjRdRm6du2aVS7L8vPzs0o+EydORFpaGqZPn47k5GT07NkTu3fvlr0+5gQEBEAI4zNXEBEREZlyKDIW0zaeQ+T9FKOPP+btiqn9QtCprm8pZ0ZE5R2LO0R2IiQkBN7e3oiNjcX+/fuRlJRUKtOhh4aGYu/evcVqY8SIEVi2bJl1EgIwbdo0pKenY86cOUhISEC3bt2wd+9eBAcHW20dRERERLkepGXhk38u4Lfjxi/BctWo8GaXOghtGwiNmhMSE1Hp45GHyE4YTimempoqzRxVXs2ePRtvvvkmACAmJgZdunRBZGSkjbMiIiKiskQIgb/P3EbXL/aaLOwMbOKHXRM74tUOtVjYISKb4dGHyI6MHz8eLi4uAHJ6r1y8eNGi5+n1eqxYsaJI69yzZw+EEMX6s2avHUMLFy7EK6+8AgC4c+cOunTpgqioqBJZFxEREZUvtx+k45VfjmHcqpOITcnK93gDPw+sf601vni2MSp7ONkgQyKih1jcIbIjfn5++PrrrwHk9N7p0KGD2Uumzp8/jx49emD+/PmlkWKpUigUWLx4MZ5//nkAQFRUFDp37ozbt2/bODMiIiKyV3q9wC+Hr6PbF3ux48L9fI+7Oarxcf/6+GtsOzQPKMT4jEREJYhj7hDZmdDQUNy8eRPTpk3D/fv30bFjR3Tv3h39+/dHcHAwvLy8EB8fj4iICPzzzz/YsmULdDpdoQYctidKpRLLli1Deno6fv/9d1y5cgVdu3bF3r174VOYQbmJiIio3LsSk4LJ68/g+I0Eo493DfbFxwMaoKonpzYnokcLiztEdmjq1KmoX78+JkyYgOvXr2Pbtm3YVsBU7PXr18e8efNKMcPSpVKpsHr1ajz99NP4559/cOHCBXTr1g27d+9GhRKexYyIiIjsnxACv4bdwKf/XkBGtj7f495ujpj5VH30blgFCoXCBhkSERWMxR0iOzVw4ED07dsX69evx+bNmxEeHo779+8jOTkZHh4eCAgIQKtWrTBo0CB06tSpzJ+IODg44Pfff0ffvn2xY8cOnD59Gj169MCOHTtKZVYxIiIisk/3kjIwaf0Z7IuIMfr4s82rY0rvYHi6OJRyZkRElmNxh8iOaTQaDB8+HMOHD7d1KiVmz549Fsc6Ojpi+/btJZcMERERlSn/nLmDKRvOIjE9O99jAZVc8OnAhmhTy9sGmRERFQ6LO0REREREVK4kpmdjxsZz2HDyltHHR7YJwLs968FZoyrlzIiIiobFHSIiIiIiKjcOXYnFxHWncTsxI99jlT0c8dkzjfBkECdlICL7wuIOERERERGVeTq9wMIdEfh6dySEyP94n8er4pMBDeDloin95IiIionFHSIiIiIiKtPuJ2fgrdWncPhqXL7H3J3UmDWgAZ5qVK3MT0BBRGUXiztERERERFRmHYqMxZtrTiE2JTPfY21qVcL8wY1QzcvZBpkREVkPiztERERERFTm6PQC3+yOxMIdEdDnuQxLrVRgcs+6GNXuMSiV7K1DRPaPxR0iIiIiIipTYlMy8fbaU9h/OTbfY1U9nfD18KZoVrOCDTIjIioZLO4QEREREVGZcfRaPN5YfQL3kvJfhtWxrg++GNIYFV05aDIRlS0s7hARERERUZmwIuwGZmw8B22e67BUSgUmdA/Ca0/W4mVYRFQmsbhDRERERER2LVunx8xN57AiLCrfY77ujlg0rAmeeKySDTIjIiodLO4QEREREZHdikvJxOsrT+DItfh8j7Wv440FzzaGt5ujDTIjIio9LO4QEREREZFdunAnCa/8cgw3E9LzPTamYy1M7F4XKl6GRUTlAIs7RERERERkd7b8dwfvrDuNtCydbLmjWol5zzyO/o39bJQZEVHpY3GHiIiIiIjshl4v8NWuy1i443K+x6p4OGHJi83wuL9X6SdGRGRDLO4QEREREZFdyNTqMOm3M9h4+na+x5rW8MLiF5rB193JBpkREdkWiztERERERPTIS0zPxqu/HkPY1fwDJw9u5o9ZTzeAo1plg8yIiGyPxR0iIiIiInqk3X6QjtCl4bh0L1m2XKkAPuwTgtC2AVAoOHAyEZVfLO4QEREREdEj6+LdJIz8ORx3kzJky101Knz7fDN0CPKxUWZERI8OFneIiIiIiOiRdCgyFq/+ehzJmVrZch93Rywd2QIN/DxtlBkR0aOFxR0iIiIiInrk/HXqFib+dhrZOiFbXsvHFctCW6J6RRcbZUZE9OhR2joBIiq67OxsrFmzBiNGjEBwcDAqVaoEBwcHeHt7o1mzZhgzZgx27NgBvV5v61SLrGPHjlAoFBZdR//1119DqVRCoVDA19cXZ86cKYUMrWfZsmXSti5btqzA2IiICPj7+0vxc+bMMRnbsWNHdOzY0brJEhERlRAhBL7bcwVvrTmVr7DTIqACfh/ThoUdIqI82HOHyE799ddfeOedd3D16tV8j8XFxSEuLg4nTpzA4sWLERQUhC+++AJ9+vSxQaalY8GCBXjnnXcAAFWqVMHOnTsREhJi46xKxvnz59GlSxfcvXsXAPD5559L205ERGTPhBCYs+Uivt+b//ymV4MqWPBsYzg5cEYsIqK82HOHyA7Nnj0bTz/9tFTY6dq1KxYtWoSdO3fi+PHj2L59O77++mv06NEDSqUSERER+OCDD2ycdcmZO3euVNzw8/PD3r17y2xh5+zZs+jYsSPu3r0LhUKBRYsWyQo7e/fuRVRUlNl2oqKisG/fvpJMlYiIqFD0eoHpG88ZLeyEtg3AN8ObsrBDRGQCiztEdubXX3/FlClTIISAj48Pdu3ahe3bt2PcuHHo3LkzmjZtiq5du2Ls2LHYsmULTp06hc6dO9s67RLz0Ucf4b333gMA1KhRA3v37kVQUFCJrCv3ErEZM2aUSPvmnDx5Ep06dUJMTAwUCgUWL16McePGSY/r9XqEhoYiJCQE8+fPh1arzdeGVqvF/PnzERISgtDQULu+ZI+IiMoOnV5g8u9n8MvhG/ke+7BPMKb3qw+lklOdExGZwuIOkR25ffs2xowZAwBwcXHBnj170KlTpwKf07BhQ2zfvh0TJ04sjRRL1Ycffojp06cDAAIDA7Fv3z7UqlXLxlmVjPDwcHTp0gVxcXFQKpX46aefMHr0aFmMUqnE1q1b0a1bN0yaNAnNmjVDWFiY9HhYWBiaNWuGSZMmoVu3btiyZQuUSn4MEBGRbWVp9XhzzUmsP35TtlypAOYPboRR7R+zUWZERPaDY+4Q2ZEFCxYgNTUVADBz5kyLLz1SKpV4/vnnSzK1Ujd58mR89tlnAIDatWtj165dqF69uo2zKhmHDx9Gz549kZSUBJVKheXLl+O5554zGlunTh1s2LAB+/fvx8SJE9GmTRu4uOQMOtmmTRu0aNEC+/fvR7t27UpzE4iIiIzKyNZh7MoT2Hnxvmy5WqnAl0OboM/jVW2UGRGRfeFPtkR2QgiB5cuXAwBcXV3z9dooT95++22psFOvXj3s27evzBZ29u/fj+7duyMpKQlqtRqrVq0yWdgx1L59exw+fBiDBw9GamoqUlNTMXjwYISFhbGwQ0REj4S0LC1eXh6er7CjUSvx/QvNWNghIioE9tyhUhWTGiO7X8G5AtRK42/DvLFeTl5wUDkYjY1Ni4UQD6fK9HTyhEalMRoblxYHvXg4zoiHowcc1Y5GY+PT46HT6yyKTUhPQAXnCkYfs4bz588jJibnNWnfvj08PDxKbF2PKiEExo0bh2+//RYA0KBBA+zYsQOVK1e2cWYlY9euXejXrx/S0tKg0WiwZs0aPP300xY999ChQ5gwYQKOHDki9dz57bffEBUVhc8//xxt2rQpydSJiIgKlJSRjZeWhuPYjQTZcmcHFX4c0Rxta3vbKDMiIvvEnjtUqnzn+8r+LsVeMhkb8GWALPbU3VMmY4O/CZbFHoo+ZDK22ZJmstgdV3eYjG2/tL0sduOljSZju6/obvIxazh9+rR0u2nTpiW6LkO5gwgX52/kyJFWyWX06NFSYadRo0bYvXt3mS3s7NixA3379kVaWhocHR3xxx9/WFTYuXLlCgYPHoy2bdsiLS0Nhw4dQosWLdCiRQscPHgQaWlpaNu2LQYPHizNtkZERFSakjKy8cKPR/IVdtwd1fj15ZYs7BARFQGLO0R2IjY2VrpdVgsa5vz4448AgODgYOzevRve3mX35G/lypVIT08HAGzYsAF9+vQx+xy9Xo/u3btj8+bNmDdvHo4fP45WrVpJj7du3RrHjx/HvHnzsHnzZnTr1o2zZRERUalKydRi5M9Hcfpmomx5BRcHrHqlFZoHVLRRZkRE9o2XZRHZieTkZOm2q6trqa136dKl0iDORVWhgnUuV1MoFBBC4OrVqzh+/Di6du1qlXYfRbnbCuQUd3r27AmFouApYJVKJX7++WcEBgaiRo0aRmPUajUmTZqEZ599FteuXeNsWUREVGrSsrR4aVk4TkQ9kC33cXfEipefQN0q7rZJjIioDGBxh8hOuLs/POEpbrGlMAIDA0ttXeYsWrQI48aNQ2ZmJvr3748tW7agffv2Vmt/2bJlCA0NNRs3c+ZMzJw50+TjhuM/FdWUKVPw888/486dO/jhhx/g7OyML7/80uzzOnToYFH7NWrUMFkAIiIisraMbB1e+eUYjl6Lly33cXfEmtGtUMvHzUaZERGVDSzuUKm6P1E+G0JBAxBff+u67L6Xk5fJ2AtjL+QbUNmU46OP5xtQ2ZT9ofvzDahsyrbnt5l8zBoML0G6d+9eia7rUTV27Fikp6dj0qRJSEtLQ58+fbBjxw60bNnS1qlZXe3atbFz50506NABMTEx+Oqrr+Ds7Iw5c+bYOjUiIqJCydTq8Oqvx3EwMk62vJKrBqtGPcHCDhGRFbC4Q6XKx9WnRGK9XSwfe6WSSyWLYys6W37dd0nOlAXkDCCc68SJEyW6LkPXrl2zymVZfn5+Vsln4sSJSEtLw/Tp05GcnIyePXti9+7dstenqAYMGIDmzZubfDw0NBTHjh3DmDFj8Prrrxd7feYEBwdj+/bt6NSpExISEjB37ly4uLhg2rRphWpnz549JZMgERGRGVlaPcauPIm9EXlmQXVxwIpRT6BOZV6KRURkDSzuENmJkJAQeHt7IzY2Fvv370dSUlKpTIceGhqKvXv3FquNESNGYNmyZdZJCMC0adOQnp6OOXPmICEhAd26dcPevXsRHBxcrHa9vLzg5eVl8vHcsY58fX3RoEGDYq3LUo0aNcKWLVvQtWtXJCcnY/r06XBxccHEiRNLZf1ERERFpdXp8daak9hxQd7j2N1JjRUvP4HgqiV/HkNEVF5wJE0iO2E4pXhqaqo0c1R5NXv2bLz55psAgJiYGHTp0gWRkZE2zqpktGzZEv/++y9cXFwAAJMmTZKmhCciInoU6fQC76w7jc3/3ZUtd3NU45eXWqKBn+lL6ImIqPBY3CGyI+PHj5e+4E+bNg0XL1606Hl6vR4rVqwo0jr37NkDIUSx/qzZa8fQwoUL8corrwAA7ty5gy5duiAqKqpE1mVr7dq1w8aNG+Hk5AQAGDduHJYuXWrjrIiIiPITQuDDP//DxtO3ZctdNCosDW2BJjVK9lJ2IqLyiMUdIjvi5+eHr7/+GkBO750OHTqYvWTq/Pnz6NGjB+bPn18aKZYqhUKBxYsX4/nnnwcAREVFoXPnzrh9+7aZZ9qnLl26YP369XBwcIAQAqNGjcKaNWtsnRYREZHMgh2Xsfqo/McWR7USP45ojhYBlo9nSEREluOYO0R2JjQ0FDdv3sS0adNw//59dOzYEd27d0f//v0RHBwMLy8vxMfHIyIiAv/88w+2bNkCnU5nlQGHH0VKpRLLli1Deno6fv/9d1y5cgVdu3bF3r174eNj+aDc9qJPnz5YvXo1nn32Weh0OrzwwgtwcnLCgAEDbJ0aERERfg27ga92XpYt06iU+OHF5mhTy/IJMIiIqHBY3CGyQ1OnTkX9+vUxYcIEXL9+Hdu2bcO2baanYq9fvz7mzZtXihmWLpVKhdWrV+Ppp5/GP//8gwsXLqBbt27YvXs3KlQoe12/Bw0ahOXLl+PFF1+EVqvFs88+i7/++gs9e/a0dWpERFSO/Xv2Dqb99Z9smVIBfDWsMZ4MKns/uBARPUp4WRaRnRo4cCAuXbqElStX4vnnn0fdunVRoUIFqNVqVKxYEU2bNsXrr7+OnTt34uzZs+jevbutUy5RDg4O+P3339G1a1cAwOnTp9GjRw8kJSXZOLOS8dxzz2Hx4sVQKBTIysrCwIEDsXv3blunRURE5dThK3EYv+YUhJAv/6h/A/RsUNU2SRERlSMKIfIegqm8uXnzJqpXrw4AiI6Ohr+/v8XPvXz5MrRaLdRqNerUqVNSKRIRFYjHIiIi2zl3OxFDvw9DcqZWtnx81zoY3zXIRlkRET2aivP9uyDsuUNEREREREUSHZ+GkUvD8xV2nnuiBt7qwmI7EVFpYXGHiIiIiIgKLTYlEy/8dAQxyZmy5T3rV8FH/RtAoVDYKDMiovKHxR0iIiIiIiqUtCwtXloWjutxabLlTwRWxMKhjaFSsrBDRFSaWNwhIiIiIiKL6fUC49ecwpmbibLl9aq4Y8mLzeHkoLJRZkRE5ReLO0REREREZLF5Wy9h2/l7smX+FZyx/KWW8HR2sFFWRETlG4s7RERERERkkXXHorF47xXZMk9nByx/qSUqezjZKCsiImJxh4iIiIiIzDp8JQ5T/jgrW6ZWKvDd801Ry8fNRlkRERHA4g4REREREZlxLTYVY1Yeh1YvZMtnDWiANrW8bZQVERHlYnGHiIiIiIhMepCWhZeXheNBWrZs+egnH8PQljVslBURERlicYeIiIiIiIzK1ukxZsUJXI1NlS3vGlwZ7/asZ6OsiIgoLxZ3iIiIiIgoHyEEpv75Hw5fjZMtD6nqgS+HNoZKqbBRZkRElBeLO0RERERElM9PB65hTXi0bJmvuyN+Gtkcro5qG2VFRETGsLhDREREREQyByNj8em/F2TLnByU+HFEc1T1dLZRVkREZAqLO0REREREJLmZkIZxq04gz8RY+GJIYzzu72WTnIiIqGAs7hAREREREQAgI1uHMStOICHPzFjvdAtC74ZVbZQVERGZw+IOERERERFJAyifvZUoW941uDLGdapto6yIiMgSLO4QERERERFWHonCb8dvypY95u2KL55tBCVnxiIieqSxuENEREREVM4dv5GAmZvOyZa5aFT4/oVm8HBysFFWRERkKRZ3iIiIiIjKsfvJGXh95XFk6+QjKM8f3Ah1KrvbKCsiIioMFneI7FR2djbq1q0LhUKBtWvX2jSXf/75Bz169IC3tzdUKhUUCgW8vLykxxUKBRQKBWbMmGGzHOnR07t3bygUCkyfPt3WqRARlVvZOj3GrjyBe0mZsuWvdniMAygTEdkRFneobMpIAu5fBG4ez/k3I8nWGVndokWLEBERgeDgYAwePNhmeXz77bfo27cvtm3bhri4OOj1epvksWzZMqmItGzZsgJjIyIi4O/vL8XPmTPHaFxcXBymT5+ORo0awdPTEx4eHmjUqBGmT5+OuLi4EtiK0lUSrxkAdOzYER07djS7/mnTpgEAPvvsM0RHRxcmdSIispJP/rmA8OsJsmXtantjUve6NsqIiIiKQm3rBIisRgjg+n7g6A/AxX8AoXv4mEIFBPcFWowCAtoDCvseFDAlJQWzZ88GkPMFWanMX6edMWMGZs6cCSBn9ouSkJ6ejilTpgAA6tWrh1mzZqFWrVpQq9VQqVQlss7iOn/+PLp06YK7d+8CAD7//HO88847+eLCw8PRv39/3LlzR7b8zJkzOHPmDH788Uf89ddfaN68eankbUuWvmaF1apVK3Tr1g3bt2/HrFmz8P333xe7TSIistxfp25h2aHrsmV+Xs74algTqFX8DZiIyJ7wqE1lw+1TwLetgeX9gAsb5YUdIOf++b9yHv+2dU68Hfvuu+8QGxuL6tWrY8iQITbLIzw8HImJOdOlzp8/H4MGDULjxo3RoEEDBAcH2ywvU86ePYuOHTvi7t27UCgUWLRokdEixa1bt9CvXz/cuXMHarUakydPxr59+7Bv3z5MnjwZarUat2/fRt++fXHr1i0bbEnpMfea7d27F1FRUWbbiYqKwr59+/ItnzBhAgBg6dKlZf61JCJ6lFyLTcWUP87KlmnUSix+vhkqumpslBURERUViztk/67sApb2BmIuWBYfcyEn/squks2rhOh0Onz99dcAgGHDhhnttVNaDL+MBwUF2SwPS5w8eRKdOnVCTEwMFAoFFi9ejHHjxhmN/eCDD3Dv3j0AwKpVqzB37ly0b98e7du3x9y5c7Fq1SoAwL179zB16tQSy7ljx442HavI3Gum1+sRGhqKkJAQzJ8/H1qtNl8bWq0W8+fPR0hICEJDQ/Ndtte1a1f4+voiOzsb3333XYlvExERARnZOoxdeQKpWfIfwz4Z0AAN/T1tlBURERUHiztk326fAtY8D2SnFu552ak5z7PDHjzbt2+Xeko8//zzNs0lM/Ph4IsODo/uNKnh4eHo0qUL4uLioFQq8dNPP2H06NFGY+/du4cVK1YAAHr06GF0PKPBgwejR48eAIBffvlFKgSVJZa8ZkqlElu3bkW3bt0wadIkNGvWDGFhYdLjYWFhaNasGSZNmoRu3bphy5Yt+YqRKpUKzz77LICcMYBsNWYTEVF5MvvfCzh/Rz4e4bPNq2Nw8+o2yoiIiIqLxR2yX0IAG14rfGEnV3Yq8OeYnHbsyLp16wAAderUQcOGDfM9njtIbu54O8DD2aoM/65fv17kHHJ7lISGhkrLAgMDZe3v2bOnyO1b0+HDh9G1a1ckJCRApVLhl19+keWd18aNG6HT5fySWVDcyJEjAeT0pNq4caNVc7a1wrxmderUwYYNG7Bv3z44OTmhTZs2OHbsGI4dO4Y2bdrAyckJ+/fvx4YNG1CnTh2jbQwaNAhATk+wAwcOlNh2ERERsOW/O1h++IZsWR1fN8x4qr6NMiIiImtgcccKMjIy8O2336JLly7w8fGBRqOBn58f+vTpU6gpqrds2YKBAwfC398fjo6O8Pf3x8CBA7Fly5YSzN6OXd9v+aVYptw/D1y3ry+Tu3fvBpAzGC0VbP/+/ejevTuSkpKgVquxatUqPPfcc2afk6tDhw4m4wwfK0sFiaK8ZgDQvn17HD58GIMHD0ZqaipSU1MxePBghIWFoV27dgU+t0WLFtIA3I9KUZCIqCyKjk/DpPVnZMucHJT45rmmcNY8mhMhEBGRZThbVjFdunQJ/fv3x6VLl2TLb9++jdu3b+Pff//FsmXLsH79eri6uhptQwiB1157DUuWLJEtv3XrFjZs2IANGzZg9OjRWLx4MRR2PsuTVYX/aL12Attbp60SdvPmTanHTYsWLYzGDBgwAM2bN8e3334rjWFy9uzZfHF+fn5FzmPp0qVITU3FX3/9hQ8//BAAsHXrVlSrVk2KCQwMLHL71rBr1y7069cPaWlp0Gg0WLNmDZ5++mmzz7twIadg6OnpiSpVqpiMq1q1Kjw8PJCUlCQ9x94V9TUDgEOHDmHChAk4cuQIXFxcAAC//fYboqKi8Pnnn6NNmzYmn+vi4oL69evjzJkzsuIaERFZT5ZWj3GrTyI5Qz4+2syn6iOosruNsiIiImthz51iiImJQbdu3aTCzuDBg/H333/jxIkT+Pvvv6WxOrZs2YJhw4aZbOfDDz+UCjtNmjTB6tWrcfToUaxevRpNmjQBACxZsqREB261OxlJwIW/rdPWhU057dmBQ4cOSbdz3xt5eXl5oUGDBvD19ZWWNWjQIN9fccbICQwMRIMGDWQFoqCgIFn7poqZpWHHjh3o27cv0tLS4OjoiD/++MPiIkV0dDQAwN/f32xs9erVZc+xZ0V9za5cuYLBgwejbdu2SEtLw6FDh9CiRQu0aNECBw8eRFpaGtq2bYvBgwfj6tWrJttp1qwZgJxLwoSdXSpJRGQP5m+7hNPRD2TL+jeuhiEcZ4eIqExgcacYZs6cKX2pmz59OtatW4c+ffqgSZMm6NOnD9atW4dp06YBADZt2oQ//vgjXxuRkZGYN28eAKB58+Y4ePAghg4dihYtWmDo0KE4cOAAmjdvDgCYO3curly5Ukpb94hLup1/uvOiEjog+Y512iphN2/elG4bFm9IbuXKlUhPTwcAbNiwAX369LH4ucnJyQAANzc3s7G5BayUlJQiZPloKcprptfr0b17d2zevBnz5s3D8ePHZZcLtm7dGsePH8e8efOwefNmdOvWzeSAybnv59TUVDx48KD4G0RERJJdF+9hyT55gT2gkgs+ebohe4UTEZURLO4UkU6nw8qVKwEANWvWNNmrZtq0aahRowYAYPbs2fkeX7BggTR98KJFi+Ds7Cx73MXFBYsWLQKQM6XwwoULrbUJ9i2riIMom5JpH1/OY2JipNsVKlSwYSaPNsMT1Q0bNhSqJ0hGRgYAQKPRmI11dHQEAKkoYs+K8poplUr8/PPPOH/+PCZNmgS1Ov+Vvmq1GpMmTcL58+fx888/55stK1fFihWl24bvcyIiKp47iemYsO60bJlGpcTXw5vCzZEjNBARlRUs7hTR5cuXpV+Xu3XrJg0GmpdKpUK3bt0AAMeOHZPNUCSEwF9//QUAqFevnskBclu1aoW6desCAP78809esgAAGitf8uNovpfGoyA+Pl66zeKOaVOmTEHVqlUBAD/88APGjx9v8XOdnJwAAFlZWWZjc6eCz1uUtVTuzGam/vbu3Qsgp5dgQXHWUNTXrEOHDlIBuyA1atQocIBqw/dzXFycResmIqKC6fQCb605hYS0bNnyD/oEo4Gfp42yIiKiksDiThEZfsmuXLlygbGGj+/bt0+6fe3aNdy6dQtAwbPyGD5uOKBuueZRDVBYaVYHpRpwr2qdtkpYbuEBKBu9RUpK7dq1sXPnTvj4+AAAvvrqK7z33nsWPdfdPWdQSUsutUpNzelBZsklXI+64rxm1mD4fi5qsYyIiOQW772Co9fiZct61K+MF1vXtFFGRERUUtgXs4gMB4tNTEwsMNbw8fPnz0u3DWfYqVevXoFtGD5+4cKFQs1EZDhOizF37tjHeDMyTh5AcF/g/F/Fb6te35z27EDuF28gp8CYW4ig/IKDg7F9+3Z06tQJCQkJmDt3LlxcXKRxsEzx9/fHvXv3zO43wMOBlHMHVi6s3JnNTAkNDcWxY8cwZswYvP7660VaR2EU9TXLqyjTmRsWzA3f50REVDT/3UrEgu0RsmV+Xs6YN6gRx9khIiqDWNwpotq1a8PBwQHZ2dmy3jjGGD4eFRUl3TacYcfczDyGXx4LOzNPUb94PvJajLJOcafFqOK3UUoMv/QmJCSgZk3+8laQRo0aYcuWLejatSuSk5Mxffp0uLi4YOLEiSafExISguPHjyMxMRF37941OR36nTt3kJSUM8tacHBwkfLz8vKCl5eXycdzi8i+vr5o0KBBkdZRWEV5zawhISFBuu3t7V2i6yIiKusysnUYv/YUtPqHl/IrFcCXQxvD06Xos2USEdGji5dlFZGrqyu6dOkCADhz5gxWr15tNG716tU4e/asdD93Jp68t81d1mHYU6gszMxjFQHtAZ+ifamW+IYAAe2sk08paNiwoXQ7IiKigEjwV7n/a9myJf7991+4uLgAACZNmoRvv/3WZHy7dg/fD7lj3hhj+Fjbtm2tkOmjo7CvmTXkvp+DgoKkgaqJiKho5my+iMj78vPF1zvWRvOAiiaeQURE9o7FnWKYOXOmNDvMiBEjMGvWLERFRSE7OxtRUVGYNWsWRowYIZt1x3BcidxZeQDzM/MYftkp7Fgr0dHRBf4dPXq0UO09MhQK4OnFgEMRB1d2cAUGfJfTjp1o3ry5NB5JeHh4gbGG4/PkDvxbXrVr1w4bN26UXpNx48Zh6dKlRmOfeuopaUYnUzFAzmDIQM6MUU899ZR1E34EFOY1s4Zjx44BANq3b19i6yAiKg/2X47BskPXZcsa+HngzS51bJMQERGVChZ3iqFly5b46aefoNFokJ2djalTp6JmzZrQaDTS9Oh6vR6ff/659BzDMVIMv3ybm5nH8Mt5YQcb9ff3L/Avd4Ycu1StMTB0ReELPA6uOc+r1rgksioxGo0GLVu2BACzRTnD/9crV66UaF7FNXLkSGnmp6KM12KJLl26YP369XBwcIAQAqNGjcKaNWvyxVWpUgXPPfccAGDr1q1Yv359vpjffvsNW7duBQC88MILJi/dsneWvmbFdfXqVcTGxgJgcYeIqDgepGVh4m/yac8d1UosfLYxNGqe9hMRlWU8yhfTiy++iKNHj2Lw4MGywo1SqUSXLl1w8OBBdOzYUVpuON2vYby5S61yZ+UBysbMPFZVqzMQ+q/ll2j5huTE1+pcsnmVkD59+gDIKe4YXtqXV5s2baTbb7/9Nvbt24fLly8jMjISkZGR0Gq1JZ7ro6ZPnz5YvXo1VCoV9Ho9XnjhBfz555/54j755BNpfKNhw4bhvffew4EDB3DgwAG89957GD58OICcMZBmzZpVmptQ6ix9zYpj586dAACVSoUePXpYtW0iovJCCIEPNvyHe0ny3rpTegejti8nYCAiKutY3LGCRo0aYd26dUhISEB0dDQuX76M5ORk7NixA0888QTOnDkjxYaEhEi3DQdRNjczj+EgymV2gOTiqNYYeP0wMOJvIKR//mnSlWogZEDO42MO2V2PHUPDhw+HSqVCRkYGNmzYYDKudu3aGDJkCABg27Zt6NChA4KCglCnTh3UqVPHotmgSovhpYaVKlUq0XUNGjQIy5cvh1KphFarxbPPPostW7bIYqpXr45NmzahSpUq0Gq1mDt3Ltq3b4/27dtj7ty50Gq1qFKlCjZt2mR2MPSywJLXrDhWrVoFAOjatWuZ7QVFRFTS/jx1C/+clc+A2r6ON15oxckXiIjKA86WZUUqlcroF70DBw5It5944gnptmGh5+LFiwW2bfh4UWfmKfMUCiCwfc5fRhKQfAfITAEc3QD3qnYz3bk5fn5+6N+/P/744w+sXLkSL774osnYFStWoHnz5li/fj0uXbqE5ORk6PX6UszWMmFhYQByLgMyHDS6pDz33HNIS0vDq6++iqysLAwcOBD//PMPOnXqJMU88cQTOHv2LL788kv8+eefuH79OgAgMDAQ/fv3x/jx40u8EPUoseQ1K4pbt25JMwqWxnTvRERl0c2ENEz785xsmZeLA+YPbgSl0n7GFiQioqJTCCGE+TAqqqysLPj7+yMmJgZ+fn64ceMGVKqcXiVCCPj7++P27duoV68eLly4YLKd4OBgXLx4EX5+foiOjrbqTEg3b96UegNFR0cXqifC5cuXodVqoVarUacOB+orLWFhYWjdujVUKhUiIyMREBBg65SK7Pr16wgMDASQMwPVk08+aeOMqDTNmjULU6dORd26dXH+/HlpMOvC4rGIiMorvV5g2A9hOHItXrb82+eaondDOx5XkYiojCrO9++C8LKsEvbll18iJiYGAPDaa69JhR0gZ6rq/v37A8jpmZPbeyGvsLAwqedO//79OcU1oVWrVujVqxd0Oh1mz55t63SKJXdK8Q4dOrCwU86kpKRg4cKFAIDp06cXubBDRFSe/XTgWr7CzsAmfizsEBGVMzyTLqaoqCiTj23atAkffPABAKBOnTqYOHFivpjx48dL06m/8cYb+aY5T09PxxtvvAEAUKvVGD9+vJUyJ3s3d+5cqFQqLF26tMD34aMu95KcadOm2TgTKm3ffPMN4uLi0KJFCwwdOtTW6RAR2Z3I+yn4bNsl2TI/L2fM6F/fRhkREZGtcMydYmrQoAFat26NwYMHo379+tBoNLh+/Tp+++03rF27FkDODFlr166VTX2eKygoCBMnTsScOXNw7NgxtG3bFu+++y5q1aqFK1euYO7cuTh58iQAYNKkSbzcgCQNGzbEsmXLEBkZiaioKNSoUcPWKRXJTz/9hJ9++snWaZANuLu7Y/r06Rg4cCB7JBIRFZJOLzB5/WlkaR+OpadQAJ8PaQQPJwcbZkZERLbAMXeKyc3NTTZNeV4hISFYsWIFmjRpYjJGr9fjlVdewc8//2wy5uWXX8aSJUtK5LIFjrlTPt2/fx/3798v9PM0Gg2CgoJKICOiouOxiIjKm58OXMPHf5+XLXupbSCm9Qsx8QwiInoUlNSYO+y5U0w//vgjtm3bhqNHj+LOnTtISUmBj48PHn/8cTzzzDN44YUX4OBQ8K8nSqUSP/30EwYNGoQlS5YgPDwcsbGx8Pb2RosWLfDqq6+iV69epbRFVF58++23mDlzZqGfV7NmTWnmKCIiIip912NT8dlW+UyrNSu5YFKPujbKiIiIbI3FnWIaOnSo1caK6N27N3r37m2VtoiIiIio7NHrBd79/QwysvWy5XMHPQ5njcrEs4iIqKzjgMpE5dSMGTMghCj0H3vtEBER2c7KIzfyzY71YuuaaPVYJRtlREREjwIWd4iIiIiI7EB0fBpmb5ZfjuXn5Yx3e9azUUZERPSoYHGHiIiIiOgRJ4TA+3+cRVqWTrZ87qDH4erIkRaIiMo7FneIiIiIiB5xa8OjcSAyVrZsWMvqaFfH20YZERHRo4TFHSIiIiKiR9idxHR88s8F2bKqnk54v3ewjTIiIqJHDYs7VCwqVc6sDDqdDkIIG2dDROWREAI6Xc5lCrnHJCKiskIIgSl/nEVypla2/NOBDeHh5GCjrIiI6FHD4g4Vi0ajAZBz4pGWlmbjbIioPEpLS5OKy7nHJCKisuLPU7ew+1KMbNmgpv7oVNfXRhkREdGjiMUdKhYPDw/pdnx8PHvvEFGpEkIgPv7hlMCGxyQiInuXkJqFj/+WX47l4+6IaX1DbJQRERE9qljcoWJxc3ODQqEAAKSkpODmzZtITU1lkYeISpQQAqmpqbh58yZSUlIAAAqFAm5ubjbOjIjIeuZsvoj41CzZslkDGsDThZdjERGRHOdNpGJRKpXw8/PDrVu3IIRASkoKUlJSoFAoOPYFEZWYvON8KRQK+Pn5QankbxZEVDYcvRaPtceiZct61K+MHvWr2CgjIiJ6lLG4Q8Xm7u4uK/AAOb+qa7VaM88kIiq+3MKOu7u7rVMhIrKKLK0eUzaclS1z1agw46n6NsqIiIgedSzukFW4u7sjKCgIKSkpSEpKQlZWljR7DRGRtalUKmg0Gnh4eMDNzY09doioTFmy7woi76fIlk3sURdVPZ1tlBERET3qWNwhq1EqlfDw8OCApkRERERFdD02FV/tipQta+jniRdbB9gmISIisgv8qZOIiIiI6BEghMCHf/6HLK1eWqZUAJ8+3RAqpcKGmRER0aOOxR0iIiIiokfAX6du40BkrGzZyDaBaOjvaaOMiIjIXrC4Q0RERERkYw/SsvDx3+dly6p6OuGd7kE2yoiIiOwJiztERERERDY2Z/NFxKVmyZbNfKo+3Bw5RCYREZnH4g4RERERkQ2FX4/HmvBo2bLuIZXRvX4VG2VERET2hsUdIiIiIiIbydbpMeWPs7JlrhoVZjxV30YZERGRPWJxh4iIiIjIRpYdvI7L91Nky97pXhfVvJxtlBEREdkjFneIiIiIiGzgflIGFu6IkC2rX80DI1rXtFFGRERkr1jcISIiIiKygdmbLyI1Sydb9vGABlCreIpORESFw08OIiIiIqJSFn49HhtO3pItG9zMH01rVLBRRkREZM9Y3CEiIiIiKkU6vcC0v87Jlrk7qTG5Zz0bZURERPaOxR0iIiIiolK06sgNXLiTJFv2Trcg+Lg72igjIiKydyzuEBERERGVkriUTHy29ZJsWd3K7nihFQdRJiKiomNxh4iIiIiolMzfdglJGVrZspn963MQZSIiKhZ+ihARERERlYLT0Q+wJjxatuypRtXQ6rFKNsqIiIjKChZ3iIiIiIhKmF4vMG3jOQjxcJmLRoUpvYNtlxQREZUZLO4QEREREZWw9cdv4nT0A9myN7vUQRVPJ9skREREZQqLO0REREREJSgxLRtzt1yULXvM2xUvtQ20UUZERFTWsLhDRERERFSCFuyIQFxqlmzZjKfqQ6PmqTgREVkHP1GIiIiIiEpI5P1k/Bp2Q7asZ/0qeDLIx0YZERFRWcTiDhERERFRCfnknwvQ6R+OoqxRK/FBHw6iTERE1sXiDhERERFRCdgXEYPdl2Jky15pH4jqFV1slBEREZVVLO4QEREREVmZVqfHrH/Oy5b5uDtiTMfaNsqIiIjKMhZ3iIiIiIisbE14NCLupciWTepeF26OahtlREREZRmLO0REREREVpSUkY0F2yNky0KqemBQM38bZURERGUdiztERERERFb0za7IfFOfT+0bApVSYaOMiIiorGNxh4iIiIjISqLi0rD04HXZsu4hldG6ViXbJEREROUCiztERERERFYye/MFZOn00n0HlQJTenPqcyIiKlks7hARERERWcGRq3HY/N9d2bIRrQMQ4O1qo4yIiKi8YHGHiIiIiKiY9HqBj/NMfV7BxQFvdKljo4yIiKg8YXGHiIiIiKiYfj9xE//dSpIte7tbEDydHWyUERERlScs7hARERERFUNqphafbb0kW1bb1w3DW9awUUZERFTesLhDRERERFQMP+y/ivvJmbJlH/QJhlrFU20iIiod/MQhIiIiIiqimORMLNl3VbbsySAfdKrra6OMiIioPGJxh4iIiIioiL7aeRlpWTrpvkIBTOldz4YZERFRecTiDhERERFREVyLTcXqo1GyZYOa+qNeFQ8bZUREROUViztEREREREXw2daL0OqFdN9RrcQ73YJsmBEREZVXLO4QERERERXSyagE/Hv2rmzZyLYBqOblbKOMiIioPGNxh4iIiIioEIQQmL35omyZp7MDXu9Q20YZERFRecfiDhERERFRIey6eB9Hr8XLlo3rVBueLg42yoiIiMo7FneIiIiIiCyk0wvM3SLvtePn5YwXWte0UUZEREQs7hARERERWez34zcRcS9FtmxC9yA4OahslBERERGLO0REREREFknP0uGL7RGyZcFVPTCgsZ+NMiIiIsrB4g4RERERkQWWHrqGu0kZsmXv9aoHpVJho4yIiIhysLhDRERERGRGfGoWvtt9Rbasbe1KeLKOt40yIiIieojFHSIiIiIiM77eFYnkTK1s2Xs9g6FQsNcOERHZHos7REREREQFuJmQhhVhN2TLnmpUDQ39PW2UERERkRyLO0REREREBfhq52Vk6fTSfQeVAhO717VhRkRERHIs7hARERERmXAlJgW/n7glW/bcEzVRo5KLjTIiIiLKj8UdIiIiIiITFmyPgE4vpPvODiq83qmWDTMiIiLKj8UdIiIiIiIjzt1OxN9n7siWhbYNgK+7k40yIiIiMo7FHSIiIiIiIz7fFiG77+6kxqtPstcOERE9eljcISIiIiLK49j1eOy6eF+27NUnH4Oni4ONMiIiIjKNxR0iIiIiIgNCCHy29ZJsWSVXDULbBtooIyIiooKxuENEREREZOBAZCyOXIuXLRvbqTZcHdU2yoiIiKhgLO4QEREREf2fsV471TydMPyJGjbKiIiIyDwWd4iIiIiI/m/ruXs4czNRtuytrnXg5KCyUUZERETmsbhDRERERARApxf4fJu8106gtysGNfW3UUZERESWYXGHiIiIiAjAX6du4fL9FNmyt7sFQa3iKTMRET3a+ElFREREROVe1v/Yu+/wqKr8j+OfSe+NhBJCSaihqEiXrohiAcXu7oqKgriiuCv6W3cVXVdXcFd0WZVFEexiAwUEFaWI1CAgSA8BEnogQAopk7m/P2KGXFIhk7mZ5P16njzcOffcO9+Bw2Tyybnn2h16ZfEuU1v7xqG6rnMTiyoCAKDqCHcAAABQ732SlKr9J3JMbROuaicvL5tFFQEAUHWEOwAAAKjXcgsK9dqS3aa2S5tH6PL2DS2qCACA80O4AwAAgHpt9rpUHTqVa2p77Kp2stmYtQMA8AyEOwAAAKi3cgsK9fpS86ydXglRuqxVtEUVAQBw/gh3AAAAUG99tHa/jpzOM7U9OritRdUAAHBhCHcAAABQLxXN2kk2tfVp3UA9ExpYVBEAABeGcAcAAAD10vur9+lYJrN2AACej3AHAAAA9U5Ovl3Tlpln7fRrE61uLaMsqggAgAtHuAMAAIB65/3V+5SelW9qe/RKZu0AADwT4Q4AAADqlZx8u/63bI+pbUDbGF3aPNKiigAAqB7CHQAAANQr767ap+PZzNoBANQdhDsAAACoN7Ly7PrfOWvtXN6+oS5pFmFNQQAAuADhDgAAAOqNd1buVUZOgamNO2QBADwd4Q4AAADqhczcAr35o3mtncGJjdQ5LtyiigAAcA3CHQAAANQLs37aq5PnzNoZP7iNRdUAAOA6hDsAAACo806XMWvnqo6N1Kkps3YAAJ6PcAcAAAB13rsr9+p0rt3UNp61dgAAdQThDgAAAOq0rDy73lqRYmob2qmxEpuEWVQRAACuRbgDAACAOu29VftKrbUz7nLW2gEA1B2EOwAAAKizcvLteuuctXau7NBIHWKZtQMAqDsIdwAAAFBnfbhmv45n55vaHmbWDgCgjiHcAQAAQJ2UW1Co/y03z9q5vH1DdY7jDlkAgLqFcAcAAAB10sdr9+tYZp6pbdzlrS2qBgCAmkO4AwAAgDonz16oacvMs3b6tYlWl+aRFlUEAEDNIdwBAABAnfNpUpoOn841tT18BWvtAADqJsIdAAAA1Cn5dofeWJpsauud0EDdW0ZZVBEAADWLcAcAAAB1ypwNaTpw8oypjVk7AIC6jHAHAAAAdUZBoUP/XbLb1Na9ZaR6JTBrBwBQdxHuAAAAoM74cuNBpZ4oPWvHZrNZVBEAADWPcAcAAAB1QqHD0GvnzNrp0jxCfVtHW1QRAADuQbgDAACAOmH+LweVkp5tanv4cmbtAADqPsIdAAAAeDyHw9B/fzDP2uncNFwD28VYVBEAAO5DuAMAAACP9+3WI9p1NMvUNu7y1szaAQDUC4Q7AAAA8GiGUXqtnfaNQ3Vlh0YWVQQAgHsR7gAAAMCjLd+Vrs0HTpnaHhzErB0AQP1BuAMAAACPdu6snZYNgnRt5yYWVQMAgPsR7gAAAMBjrdt7QmtTTpjaxg5sJW8vZu0AAOoPwh0AAAB4rHNn7TQJD9CNXeIsqgYAAGsQ7gAAAMAjbTlwSkt3HDO1je6fID8fPuICAOoXvvO5SH5+vmbMmKGrr75aTZo0kb+/v0JCQtSuXTvde++9Wr16dZXOs2jRIo0YMUJxcXHy9/dXXFycRowYoUWLFtXwKwAAAPAsry81z9ppEOyn27s3t6gaAACsYzMMw7C6CE+Xmpqqa6+9Vps3b66w36OPPqp///vfZd65wTAMPfDAA5o+fXq5x48ePVrTpk1z+Z0f0tLS1KxZM0lFryUujqnMAACgdtt9NFNXTlmukp9kJ1zVTn8c1Nq6ogAAqERN/fzNzJ1qstvtpmDnoosu0qxZs7Rq1Sp9++23evrppxUcHCxJmjJliv71r3+VeZ6//e1vzmCnS5cu+uijj7R27Vp99NFH6tKliyRp+vTpeuqpp9zwqgAAAGq3N5buMQU7oQE++kPvFtYVBACAhZi5U02ff/65br75ZklS79699eOPP8rb29vUZ/369erdu7cKCgoUGRmpo0ePysfHx7l/9+7dSkxMlN1uV7du3bR8+XIFBgY69+fk5GjAgAFKSkqSj4+Ptm/frlatWrnsNTBzBwAAeJLUEzka+K+lKnSc/Rj70KDWeuyqdhZWBQBA5Zi5U0v99NNPzu2//OUvpYIdSeratauuu+46SVJGRoa2b99u2j9lyhTZ7XZJ0tSpU03BjiQFBQVp6tSpkopmCr3yyiuufAkAAAAeZfryPaZgJ9DXW/f2jbewIgAArEW4U035+fnO7YSEhHL7lZxpk5eX59w2DENffvmlJKl9+/bq1atXmcf36tVL7doV/TZq7ty5YsIVAACoj46eztXspFRT2x09misq2M+iigAAsB7hTjW1bdvWub1nz55y+yUnJ0uSbDab2rRp42xPSUnRgQMHJEkDBgyo8LmK96elpWnv3r0XWjIAAIDHmrEiRfl2h/Oxr7dNo/uX/ws2AADqA8KdarrjjjsUFhYmSZo0aZIKCwtL9dmwYYMWLFggSbr99tud/SVp27Ztzu327dtX+Fwl95c8DgAAoD44mZOv91fvM7Xd3DVOjcMDLKoIAIDawafyLqhITEyMZs2apd/97nf66aef1L17d40fP15t27ZVVlaWfvrpJ/373/9Wfn6+LrnkEr388sum41NTz04rrmwhpeJFl849rjJpaWkV7j906FCVzwUAAGCVWSv3Kjv/7C/SvGzSAwNcd5MJAAA8FeGOC9x4441KSkrSyy+/rLffflsjR4407W/UqJGeffZZjR492nlb9GKZmZnO7ZCQkAqfp+SxWVlZVa6vZCgEAADgiXLy7Zq1cq+p7fqLY9WiQXDZBwAAUI9wWZYLFBQU6MMPP9S8efPKXOj4yJEj+uijj7R06dJS+3Jzc53bfn4VLwTo7+/v3D5z5syFFwwAAOBhPl6bqpM5Baa2sQOZtQMAgGTxzJ3jx49r1apV2rNnjzIzM8tcr+ZcTz/9tBsqq7rs7Gxdc801Wr58uby9vfX444/rnnvuUUJCgnJzc7VmzRr9/e9/14oVK3T99ddrypQpeuSRR5zHBwScvUa85J23ylLyLlvn3i69IpVdwnXo0CH16NGjyucDAABwp3y7Q2/9aL5xxRXtG6p947ByjgAAoH6xJNw5evSoHn30UX322Wey2+3ndWxtC3cmTpyo5cuXS5JmzJhhuiTLz89PV155pQYNGqQhQ4ZoyZIl+tOf/qRBgwbpoosukiSFhoY6+1d2qVV2drZzu7JLuEqqbC0fAACA2uyrTQd18FSuqY1ZOwAAnOX2y7IyMjLUt29fffzxxyooKJBhGOf1VZsYhqGZM2dKKrol+rlr7RTz8fHRc889J0lyOBzOYyRz8FLZwsclZ+Cwjg4AAKgPHA5D05Ylm9q6t4xUt5ZRFlUEAEDt4/Zw58UXX9Tu3btlGIaGDBmiRYsW6dixYyosLJTD4aj0qzY5cuSITpw4IUnq0qVLhX27du3q3N6+fbtzu0OHDmW2l6Xk/sTExPOqFQAAwBMt3nZEu4+aZzczawcAADO3X5b15Zdfymaz6dprr9VXX33l7qd3KR+fs399lV1eVlBwdgHAksfFx8crNjZWBw8e1LJlyyo8R/HlX02bNlXLli0voGIAAADPYRiGXl9qnrXTrlGoBrVraFFFAADUTm6fubN//35J0h//+Ed3P7XLRUVFKSysaCG/VatWVRjwlAxu4uPjnds2m03Dhw+XVDQzZ/Xq1WUev3r1aufMneHDh8tms1W7fgAAgNpsTcoJbUw9aWobO7AVn4MAADiH28Od4oWAGzVq5O6ndjkvLy9de+21kqSDBw/q+eefL7NfRkaGnnjiCefj6667zrR//Pjxztk848aNK3Wb8zNnzmjcuHGSimb9jB8/3lUvAQAAoNZ645xZO3GRgbruoiYWVQMAQO3l9nCnc+fOkqR9+/a5+6lrxNNPP62goCBJ0jPPPKNhw4bp888/14YNG7Rq1SpNmTJFl1xyibZu3SpJuuKKKzRkyBDTOdq2bavHHntMkpSUlKQ+ffpo9uzZSkpK0uzZs9WnTx8lJSVJkiZMmKA2bdq48RUCAAC4368HT2nZzmOmttH9E+Tj7faPrwAA1Ho2w823oPrkk090++23a8SIEfrss8/c+dQ1ZvHixbrjjjuUnp5eYb/LL79cn332mSIjI0vtczgcuv/++/X222+Xe/yoUaM0ffp0eXm59kNNWlqa8+5bqamp3DodAABYbtxHGzRv00Hn4wbBflrxxOUK9PO2sCoAAKqnpn7+dvuvPm699VbdcccdmjNnjl588UV3P32NGDx4sLZv365JkyZp4MCBiomJka+vrwIDAxUfH69bb71Vc+fO1eLFi8sMdqSiS7xmzJihBQsWaPjw4YqNjZWfn59iY2M1fPhwff3113rrrbdcHuwAAADUNvuOZ2vBLwdNbff0aUmwAwBAOdw+c2f58uUqLCzUU089pVWrVqlr166688471b59e+flTRXp37+/G6qsX5i5AwAAapO/ztmsD9bsdz4O9vPWyv+7QuFBvhZWBQBA9dXUz99uvxX6wIEDTXc4WL9+vdavX1+lY202W6W3HAcAAIDnOpqZq0/Xp5nafterBcEOAAAVcHu4I0luniwEAAAADzHzp73Ktzucj/28vTSqb7yFFQEAUPu5PdxZsmSJu58SAAAAHuB0boHeX2W+o+qIS5uqUViARRUBAOAZ3B7uDBgwwN1PCQAAAA/w0Zr9ysw7ewm+zVZ0+3MAAFAxbr0EAAAAy+XbHZr5015T29UdGyshJsSaggAA8CCEOwAAALDcV5sO6vDpXFMbs3YAAKgaSxZULmn9+vVavHixtmzZohMnTkiSoqKi1KlTJw0ePFhdu3a1uEIAAADUJMMw9ObyPaa2Hi2j1KV5pEUVAQDgWSwLdzZv3qzRo0dr7dq15fZ58skn1bNnT/3vf/9T586d3VgdAAAA3GXpzmPacSTT1MasHQAAqs6Sy7IWL16sHj16aO3atTIMQ4ZhyMfHR40aNVLDhg3l4+PjbF+9erV69Oih77//3opSAQAAUMOmLzPP2mkVE6zL2ze0qBoAADyP28Od9PR03XLLLcrLy5PNZtN9992nNWvWKDs7WwcPHtShQ4eUk5OjtWvX6v7775e3t7fy8vJ0yy236Pjx4+4uFwAAADVoc9oprdpj/ow3un+CvLxsFlUEAIDncXu48+qrr+rUqVPy8/PTggULNH36dHXv3l0+PmevEPP29la3bt30v//9TwsWLJCvr69OnTqlV1991d3lAgAAoAb9b3my6XFMqL9u6NLUomoAAPBMbg93FixYIJvNpoceekhXXXVVpf2HDBmicePGyTAMLViwwA0VAgAAwB1ST+To682HTG13X9ZS/j7eFlUEAIBncnu4k5KSIkkaNmxYlY8p7rtnz55KegIAAMBTzFiRIodx9nGQn7d+37OFdQUBAOCh3B7u5ObmSpKCg4OrfExQUJAkKS8vr0ZqAgAAgHtlZOdr9rpUU9vt3ZsrPMjXoooAAPBcbg93GjduLEnasGFDlY8p7tuoUaMaqQkAAADu9f7qfTpTUOh87O1l0719W1pXEAAAHszt4U6/fv1kGIZefPFFnT59utL+p0+f1qRJk2Sz2dSvXz83VAgAAICalFtQqHdW7TW1XXdRE8VFBllTEAAAHs7t4c6YMWMkFa29079/f61bt67cvmvXrlX//v2da+0UHwsAAADP9cXPB5SelW9qG90/waJqAADwfD6Vd3GtPn366MEHH9Trr7+uzZs3q1evXurQoYN69uypRo0ayWaz6fDhw1qzZo22bt3qPO7BBx9Unz593F0uAAAAXMjhMPTWj+abZPRtHa2OseEWVQQAgOdze7gjSVOnTlVQUJBefvllORwO/frrr6YgR5IMo+jWCV5eXnrsscf04osvWlEqAAAAXOi7bUe0Jz3b1MasHQAAqsftl2VJks1m0+TJk7Vx40aNHTtWbdq0kWEYpq82bdpo7Nix2rhxo3PNHQAAAHi26cvNs3YSm4SpX5toi6oBAKBusGTmTrFOnTrptddekyTl5+crIyNDkhQZGSk/Pz8rSwMAAICLrd93Quv3ZZjaRveP55d4AABUk6XhTkl+fn7c6hwAAKAO+98y86yd2PAAXXdRrEXVAABQd1hyWRYAAADqlz3HsvTdtiOmtnv7xsvXm4+jAABUF99NAQAAUOPe/DFFv90vQ5IUGuCj23s0t64gAADqkBq7LOvyyy+XVLR48vfff1+q/UKcey4AAADUfscy8/T5z2mmtt/1bKEQ/1qzQgAAAB6txr6jLl26VJJKLZC3dOlS2Ww2563Oq6K4P4vtAQAAeJ53V+1Vvt3hfOzrbdM9fVpaVxAAAHVMjYU7/fv3LzOMKa8dAAAAdU9Ovl3vrd5narvhkqZqFBZgUUUAANQ9NT5zp6rtAAAAqHs+WZeqkzkFprbR/RMsqgYAgLqJBZUBAABQI+yFDr21IsXUdnn7hmrTKNSiigAAqJsIdwAAAFAjFm45rLSMM6Y2Zu0AAOB6bg93vLy85OPjo61bt1b5mOTkZOdxAAAAqP0Mw9D05XtMbRfHhatnfJRFFQEAUHdZMnPnfO6U5YrjAAAA4F6r9hzX5gOnTG2j+7fixhoAANQAj7gsqzjU4cMAAACAZzh31k7zqCBd3amxRdUAAFC3eUS4c/z4cUlScHCwxZUAAACgMjsOZ2rpjmOmtvv6xcvbi1/UAQBQEywLd6o6Cyc7O1tTp06VJLVq1aomSwIAAIALnDtrJzLIV7d0bWZRNQAA1H01vkJxQkLZd0QYMmSIfH19Kzw2Ly9PR48elcPhkM1m0/XXX18TJQIAAMBFDp/K1VebDpja/tC7pQL9vC2qCACAuq/Gw529e/eWajMMQwcOHCjduQK9evXS448/7qKqAAAAUBNmrkxRQeHZm2D4+3hpZO8WFlYEAEDdV+PhzsiRI02P33nnHdlsNg0bNkwRERHlHmez2RQQEKAmTZrosssu0+WXX86CygAAALVYZm6BPly939R2c9c4NQjxt6giAADqhxoPd2bOnGl6/M4770iSnn/+eXXo0KGmnx4AAABu8vHaVGXm2Z2PbTbpvn5lX6IPAABcp8bDnXNNnDhRktSwYUN3PzUAAABqSEGhQ2//lGJqu6pDY8VHc7dTAABqmmXhDgAAAOqOeZsO6tCpXFPb6AHM2gEAwB0suxU6AAAA6gbDMErd/rx7y0hd2jzSoooAAKhf3D5zpyx79+5Venq6zpw5I8MwKuzbv39/N1UFAACAqli+K13bD2ea2kb3b2VRNQAA1D+WhTs7duzQCy+8oK+++kqnT5+u0jE2m012u73yjgAAAHCb6cuTTY9bxQTrivasrwgAgLtYEu7MnTtXv/vd75Sbm1vpTB0AAADUXlsOnNJPu4+b2u7vlyAvL5tFFQEAUP+4PdxJTU3V73//e505c0ZNmzbVhAkTFBQUpNGjR8tms2nx4sXKyMhQUlKS3n33XR08eFB9+/bVM888I29vb3eXCwAAgAqcu9ZOdIi/bujS1KJqAACon9we7vznP/9RTk6OQkNDtWbNGsXGxurXX3917h80aJAkacSIEXrqqac0atQozZ49WzNmzNAHH3zg7nIBAABQjrSMHC3YfMjUdk+flgrw5RdyAAC4k9vvlrV48WLZbDY9+OCDio2NrbBvYGCg3n//fXXp0kUff/yxPv/8czdVCQAAgMrMWJGiQsfZS+yD/Lz1+54tLKwIAID6ye3hzt69eyVJl112mbPNZjt7Tfa5CyZ7eXnp4YcflmEYevvtt91SIwAAACp2KqdAs9elmtpu695M4UG+FlUEAED95fZwJzs7W5LUrFkzZ1tQUJBz+9SpU6WO6dixoyRp06ZNNVwdAAAAquL9NfuUk1/ofOztZdOovvEWVgQAQP3l9nAnPDxckpSbm+tsa9CggXM7OTm51DHFt0pPT0+v4eoAAABQmdyCQs38aa+p7drOTRQXGVT2AQAAoEa5Pdxp166dJGnPnrN3VggNDVWLFkXXZ3/77beljlm8eLEkKSIiouYLBAAAQIXmbjig9Kw8U9vo/gkWVQMAANwe7vTu3VuStHr1alP7ddddJ8Mw9NJLL+mHH35wtn/22Wd65ZVXZLPZ1KdPH7fWCgAAADOHw9D0H823P7+sVQN1ahpuUUUAAMDt4c4111wjwzD0xRdfqLDw7HXaEyZMUFBQkLKysnTllVcqJiZGYWFhuu2223TmzBl5eXlpwoQJ7i4XAAAAJXy//aj2HMs2tTFrBwAAa7k93Bk4cKAmTpyoe+65RwcOHHC2N2/eXJ9++qnCw8NlGIaOHz+urKwsGYYhf39/vfnmm+rVq5e7ywUAAEAJ05eb10ds3zhUA9rGWFQNAACQJB93P6HNZtPEiRPL3Dd06FDt3r1bn376qX799VfZ7Xa1adNGt956q5o2bermSgEAAFDSz/sztG5vhqnt/n4JstlsFlUEAAAkC8KdykRFRWnMmDFWlwEAAIBzTF9mXmuncViArr841qJqAABAMbdflgUAAADPk5KerW+2Hja13du3pfx8+DgJAIDV+G4MAACASr314x4ZxtnHof4+uqNHc+sKAgAATjV2Wdb+/ftr5LzNm/MhAgAAwJ3Ss/L02fo0U9udPZsrNMDXoooAAEBJNRbuxMfHu/ycNptNdrvd5ecFAABA+d5dtU95dofzsa+3Tff0cf1nPQAAcGFqLNwxSs7bBQAAgEc6k1+o91btNbUNu7ipGocHWFMQAAAopcbCnZkzZ9bUqQEAAOAmn65PVUZOgaltdP8Ei6oBAABlqbFwZ+TIkTV1agAAALhBocPQWz+mmNoGtotRu8ahFlUEAADKwt2yAAAAUKZFWw5r/4kcUxuzdgAAqH0IdwAAAFCKYRiavjzZ1Na5abh6JzSwqCIAAFAewh0AAACUsiblhDalnTK1je6fIJvNZlFFAACgPDW25k55/v73v1fr+KefftpFlQAAAKA805fvMT2OiwzU0E6NLaoGAABUxO3hzjPPPFOt3/gQ7gAAANSsXUcy9cP2o6a2+/rGy8ebSd8AANRGbg93pKJruKvKZrOdV38AAABUz7mzdiKCfHVr92YWVQMAACrj9l+/OByOSr+ysrK0fv16/elPf5KPj48uu+wyHTp0SA6Hw93lAgAA1CtHTudq7sYDprY/9GqhID9LficIAACqoFbOrQ0KClKXLl30r3/9S999953Wr1+vq666Srm5uVaXBgAAUKfN/GmvCgrPzpr28/HSXb1bWlcQAACoVK0Md0rq37+/HnjgAW3evFmvvvqq1eUAAADUWVl5dn2wZp+p7aZL4xQT6m9RRQAAoCpqfbgjSddff70Mw9DHH39sdSkAAAB11sdr9ysz1+58bLNJ9/eLt7AiAABQFR4R7kRFRUmSkpOTLa4EAACgbioodOjtFSmmtisTGykhJsSiigAAQFV5RLizY8cOq0sAAACo0+b/clAHT5nXNxwzIMGiagAAwPmo9eHOyZMn9dxzz8lms6lDhw5WlwMAAFDnGIah/y0z3/68a4tIdW0RZVFFAADgfLj9npbLly+vtI/D4VBGRoaSkpI0c+ZMHTlyRJJ0991313B1AAAA9c+Pu9K1/XCmqW10f2btAADgKdwe7gwcOFA2m63K/Q2j6FacN954o8aMGVNTZQEAANRb05ebZ+0kRAfrysRGFlUDAADOlyWXZRmGUeWviy66SNOmTdNnn312XqEQAAAAKrflwCmt2J1uaruvX4K8vPjcBQCAp3D7zJ0lS5ZU2sfLy0uhoaGKj49XeHi4G6oCAACon9780TxrJzrETyMubWpRNQAA4EK4PdwZMGCAu58SAAAAZUjLyNH8Xw6Z2kb2bqkAX2+LKgIAABei1t8tCwAAADXj7RV7VegwnI8Dfb31+14tLKwIAABcCMIdAACAeuhUToE+Xrff1HZb92aKDPazqCIAAHCh3H5ZVkl2u11ffvmlFi9erC1btujEiROSpKioKHXq1EmDBw/W8OHD5eNjaZkAAAB1zvtr9iknv9D52Msmjeobb2FFAADgQlmWmsydO1fjxo3TwYMHnW3Ftz232WxauXKlpk+friZNmui///2vbrjhBosqBQAAqFvy7IWatXKvqe2azk3ULCrImoIAAEC1WHJZ1pQpU3TTTTfp4MGDzkCnZcuW6tWrl3r27KmWLVtKKgp7Dh48qJtuukmvvPKKFaUCAADUOXM3HNCxzDxT25j+rSyqBgAAVJfbw53Vq1drwoQJMgxDoaGhmjRpko4cOaLk5GStXLlSq1atUnJyso4cOaJJkyYpPDxchmFowoQJWrNmjbvLBQAAqFMcDkP/W26+/XnvhAbqHBduUUUAAKC63B7uvPzyy3I4HAoPD9fKlSs1YcIERUdHl+oXHR2tCRMmaOXKlQoPD5fD4dDLL7/s7nIBAADqlG+3HtGeY9mmtjEDEiyqBgAAuILbw50VK1bIZrPpiSeeUIcOHSrtn5iYqCeeeEKGYWj58uVuqBAAAKBuMgxD05Ylm9oSm4RpQNsYiyoCAACu4PZwJyMjQ5I0aNCgKh9T3PfkyZM1URIAAEC9sCblhDamnjS1PTAgQTabzZqCAACAS7g93GnSpIklxwIAANR3587aiYsM1LWd+XwFAICnc3u4M3jwYEnSsmXLqnzM0qVLJUmXX355TZQEAABQ5207dFpLdxwztd3fL0E+3pbcPBUAALiQ27+b//nPf1ZgYKBefPFF7dy5s9L+O3fu1KRJkxQcHKwJEya4oUIAAIC6Z/o5d8iKDPLVLd3iLKoGAAC4ktvDnXbt2umzzz6TJPXq1UuvvPKKTpw4UapfRkaGXn31VV122WWSpE8++UTt2rVza60AAAB1QVpGjr7adNDUNvKylgry87GoIgAA4Eo2wzAMdz5h8aVVBw4c0K5du2Sz2WSz2RQfH6+GDRvKZrPpyJEjSklJUXFpbdq0UWxsbLnntNls+v77791Sf12UlpamZs2aSZJSU1MVF8dv8QAAqEue+epXzVq51/k40NdbK//vckUG+1lXFAAA9VBN/fzt9l/XLF261HRHBsMwZBiGkpOTlZycXOYxu3bt0q5du3RuDmWz2WQYBnd4AAAAKEdGdr5mr0s1td3WvRnBDgAAdYjbw53+/fsTxgAAALjJO6v26kxBofOxt5dN9/WLt7AiAADgapbM3AEAAEDNy8m3650Sl2NJ0rCLYxUXGWRNQQAAoEZw70sAAIA66pN1qcrIKTC1jRmQYFE1AACgphDuAAAA1EH2Qofe/DHF1DaoXYzaNw6zqCIAAFBTasX9Lw3D0J49e5y3RI+KilJ8fLy8vMieAAAALsSCzYd04OQZU9uYAa0sqgYAANQkS8Odb775Rv/973+1dOlS5eTkmPYFBQVp0KBBeuihhzRkyBCLKgQAAPA8hmFo2rI9prZLmkWoZ3yURRUBAICaZMnUmPz8fN1xxx265ppr9PXXXys7O9t5S/Tir+zsbC1YsEBDhw7VnXfeqfz8fCtKBQAA8DjLdh7TtkOnTW0PDGjFHUsBAKijLJm5c+edd2rOnDkyDEM+Pj668sor1bNnTzVu3FiGYejIkSNau3atvvvuOxUUFGj27Nmy2+365JNPrCgXAADAo0xblmx6nBATrCEdGllUDQAAqGluD3cWLFigL774QjabTYMGDdLbb7+tFi1alNl3//79uvfee/XDDz/o888/19dff61rrrnGzRUDAAB4jo2pJ7V6zwlT25j+CfLyYtYOAAB1ldsvy5o1a5Yk6eKLL9aiRYvKDXYkqXnz5lq4cKEuueQSSdLMmTPdUCEAAIDnmrbUPGunUZi/bujS1KJqAACAO7g93Fm9erVsNpv+/Oc/y9fXt9L+vr6+euyxx2QYhlavXu2GCgEAADxT8rEsfbP1sKnt3j7x8vfxtqgiAADgDm4Pd44dOyZJ6tChQ5WPad++vSQpPT29RmoCAACoC976cY8M4+zjUH8f3dmzuXUFAQAAt3B7uBMcHCxJOn78eJWPOXGi6LrxoKCgGqkJAADA0x09navP1x8wtf2uVwuFBlQ+UxoAAHg2t4c77dq1kyTNnj27ysd8/PHHpmMBAABg9vZPe5Vf6HA+9vP20r19WlpXEAAAcBu3hzvDhg2TYRiaOXOmc3HlisyaNUszZ86UzWbTDTfcUOP1AQAAeJrTuQX6YPU+U9tNXZuqYViARRUBAAB3cnu4M27cODVp0kSGYWjUqFG69tpr9fnnnystLU0FBQUqKChQWlqaPv/8c11zzTUaNWqUDMNQbGysHnroIXeXCwAAUOt9uGa/MvPszsc2m3R/vwQLKwIAAO5kyZo78+fPV0REhAzD0KJFi3TrrbeqRYsWCggIUEBAgFq0aKFbb71V33zzjQzDUGRkpObPn1/r1twZOHCgbDbbeX0tXbq03PMtWrRII0aMUFxcnPz9/RUXF6cRI0Zo0aJF7ntRAADAo+TZC/X2ihRT29UdGyshJsSiigAAgLu5PdyRpC5duuiXX37RTTfdJC8vLxmGUeaXl5eXbr75Zv3yyy+6+OKLrSjVpby8vNSmTZtS7YZhaMyYMRo6dKjmzJmjAwcOKD8/XwcOHNCcOXM0dOhQjRkzRkbJ218AAABImvPzAR3NzDO1PTCglUXVAAAAK/hY9cRNmzbVp59+qsOHD2vJkiXasmWL865YUVFR6tSpkwYOHKgmTZpYVWKlZs6cqezs7Ar7bN26Vbfddpsk6YorrlDTpk1L9fnb3/6m6dOnSyoKvh5//HG1atVKycnJmjx5sjZs2KDp06crJiZG//jHP1z/QgAAgEdyOAxNX77H1NY7oYEubhZhTUEAAMASbgl38vLyNGPGDC1cuFD79u1TYWGhYmNjNWjQII0ZM0Z33HGHO8pwufj4+Er7vPfee87tu+66q9T+3bt3a/LkyZKkbt26afny5QoMDJQkde/eXcOGDdOAAQOUlJSkSZMm6Z577lGrVvw2DgAASN9uPaI96eZfND0wkM8JAADUNzV+WdauXbvUsWNHjRs3Tl9//bV+/fVXbd++XT/88IOeeuoptW7dWkuWLKnpMizhcDj0wQcfSJJCQkI0YsSIUn2mTJkiu71oAcSpU6c6g51iQUFBmjp1qiTJbrfrlVdeqdmiAQCARzAMQ9OWJZvaEpuEqX+baIsqAgAAVqnRcCcvL0/Dhg3Tnj17yl1X59SpUxoxYoTS0tJqshRLfP/99zpw4IAk6eabby61ILRhGPryyy8lSe3bt1evXr3KPE+vXr3Url07SdLcuXNZewcAAGhNygltTD1pantgQIJsNps1BQEAAMvUaLjz/vvva8eOHbLZbOrRo4e+++47ZWZm6syZM1qzZo2GDRsmSTp9+rT+/e9/12Qplnj33Xed22VdkpWSkuIMfwYMGFDhuYr3p6Wlae/eva4rEgAAeKQ3lppn7cRFBurazrV3rUIAAFBzanTNnblz50qSEhMTtWzZMvn7+zv3de/eXXPnztWwYcM0f/58zZkzR1OmTKnJctwqKytLc+bMkSQ1b95cAwcOLNVn27Ztzu327dtXeL6S+7dt21al9X6KVTYr6tChQ1U+FwAAsN6WA6e0bOcxU9v9/RLk423JjVABAIDFajTc2bRpk2w2m8aPH28Kdkp68sknNX/+fKWmpurUqVMKDw+vyZLc5vPPP3feSesPf/hDmVOkU1NTndtxcXEVnq9Zs2ZlHlcVJY8FAACe77Ulu02Po0P8dFt3vt8DAFBf1eivd9LT0yVJl1xySbl9Su47fvx4TZbjVpVdkiVJmZmZzu2QkJAKzxccHOzczsrKqmZ1AADAU+0+mqlFvx42td3bN14Bvt4WVQQAAKxWozN3cnNzZbPZSi0kXFJAQICpf12QlpampUuXSipaDLlt27Zl9iv5ev38/Co8Z8mZT2fOnDmveiqb6XPo0CH16NHjvM4JAACs8cbSPSp5b4XQAB/9vlcL6woCAACWq9Fwp756//335XA4JEkjR44st1/JYCs/P7/Cc+bl5Tm3z71demUqu+QLAAB4htQTOZq78YCpbWTvlgoL8LWoIgAAUBuw6l4NeO+99yQVzba57bbbyu0XGhrq3K7sUqvi9Xukyi/hAgAAddObP+5RoePstJ0AXy/d06eldQUBAIBawS0zd15//XU1bNjQJf2efvppV5VVI5KSkrR161ZJ0nXXXafIyMhy+5acUVPZHa1KXlrFAskAANQ/RzNz9fE686XWd/RorgYhZd+0AgAA1B9uCXfeeOONCvcX30mqsn5S7Q93Si6kXNElWZLUoUMH5/b27dsr7Ftyf2Ji4gVWBwAAPNXbK/Yq3+5wPvb1tun+fgkWVgQAAGqLGr8syzAMl33VdgUFBfr4448lSTExMRo6dGiF/ePj4xUbGytJWrZsWYV9ly9fLklq2rSpWrZsWf1iAQCAxziVU6D3V+8ztY3oEqfYiPNbhw8AANRNNTpzZ8mSJTV5+lpn4cKFOnbsmCTpzjvvlI9PxX+9NptNw4cP1xtvvKHt27dr9erV6tWrV6l+q1evds7cGT58uHOmEwAAqB/eWbVXWXl252Mvm/TAwFYWVgQAAGqTGg13BgwYUJOnr3VKXpJ11113VemY8ePH680335Tdbte4ceO0fPly092wzpw5o3HjxkmSfHx8NH78eJfWDAAAarfsPLve/inF1HbtRbGKjw62qCIAAFDbcLcsF8nIyND8+fMlSZ06ddKll15apePatm2rxx57TFLRYsx9+vTR7NmzlZSUpNmzZ6tPnz5KSkqSJE2YMEFt2rSpmRcAAABqpY/W7tfJnAJT24PM2gEAACW4ZUHl+mD27NnKy8uTVPVZO8Wef/55HT16VG+//bY2bNig22+/vVSfUaNG6R//+IdLagUAAJ4hz16oN3/cY2q7on1DJTYJs6giAABQGzFzx0Xee+89SZK3t7d+97vfndexXl5emjFjhhYsWKDhw4crNjZWfn5+io2N1fDhw/X111/rrbfekpcX/1wAANQnX/x8QEdO55naHhzU2qJqAABAbcXMHRf56aefqn2Oa665Rtdcc40LqgEAAJ7OXujQtGXJprZeCVHq2iLSoooAAEBtxVQQAACAWmj+L4e073iOqe2PzNoBAABlINwBAACoZRwOQ/9dstvUdlFcuPq2jraoIgAAUJsR7gAAANQyC7cc1u6jWaa2hwa1ls1ms6giAABQmxHuAAAA1CIOh6GpP+wytbVvHKorOzSyqCIAAFDbEe4AAADUIou3HdH2w5mmtnGXt2HWDgAAKBfhDgAAQC1hGIam/mBea6d1wxAN7dTYoooAAIAnINwBAACoJZbuPKbNB06Z2h4a1FpeXszaAQAA5SPcAQAAqAUMw9DU781r7bRsEKTrLmpiUUUAAMBTEO4AAADUAiuTj+vn/SdNbQ8Oai0fbz6uAQCAivFpAQAAoBb4zzmzduIiA3Vjl6YWVQMAADwJ4Q4AAIDF1uw5rjUpJ0xtYwe2ki+zdgAAQBXwiQEAAMBi594hq0l4gG7uGmdRNQAAwNMQ7gAAAFjo5/0ZWrE73dQ2pn+C/H28LaoIAAB4GsIdAAAAC517h6zoEH/d3qO5RdUAAABPRLgDAABgkc1pp7RkxzFT2wMDEhTgy6wdAABQdYQ7AAAAFpn6g3nWTlSwn+7syawdAABwfgh3AAAALPDrwVP6dusRU9t9/eIV5OdjUUUAAMBTEe4AAABY4JXF5lk7EUG++kOvFhZVAwAAPBnhDgAAgJttOXBK350za+f+fgkKDfC1qCIAAODJCHcAAADcrKxZOyMva2lNMQAAwOMR7gAAALjR5rRTWryt9KydEH/W2gEAABeGcAcAAMCNXv1+p+lxJLN2AABANRHuAAAAuMkvaSe1eNtRU9vo/q2YtQMAAKqFcAcAAMBNzl1rJyrYT3f15g5ZAACgegh3AAAA3GBT6kn9sP3cWTsJCmbWDgAAqCbCHQAAADd4ZbF5rR1m7QAAAFch3AEAAKhhG/ZnaMmOY6a2Mf0TFOTHrB0AAFB9hDsAAAA17NXvzWvtNAj20x+YtQMAAFyEcAcAAKAG/bw/Q0vPnbUzgFk7AADAdQh3AAAAatC5d8iKDvHT73sxawcAALgO4Q4AAEANWb8vQ8t3mmftPDCgFbN2AACASxHuAAAA1JB/f7vD9Dg6xF+/68msHQAA4FqEOwAAADVg5e50rUw+bmp7YECCAv28LaoIAADUVYQ7AAAALmYYhl46Z9ZO47AA1toBAAA1gnAHAADAxX7YflQb9p80tY27orUCfJm1AwAAXI9wBwAAwIUcDkP/+nanqa15VJBu7dbMoooAAEBdR7gDAADgQl9vOaRth06b2sYPbiNfbz52AQCAmsGnDAAAABexFzr08nfmWTttGoZo+CVNLaoIAADUB4Q7AAAALjJnwwHtOZZtavvTlW3l7WWzqCIAAFAfEO4AAAC4QL7doVe/32Vq69Q0TFd3amxRRQAAoL4g3AEAAHCB2ev2Ky3jjKntz0PayWZj1g4AAKhZhDsAAADVdCa/UFN/2G1q69YiUgPbxlhUEQAAqE8IdwAAAKrpvdV7dTQzz9T22FXM2gEAAO5BuAMAAFANmbkFemNpsqmtX5to9UpoYFFFAACgviHcAQAAqIa3V+xVRk6Bqe3PQ9pZVA0AAKiPCHcAAAAu0InsfL314x5T25UdGumSZhHWFAQAAOolwh0AAIAL9NqS3crMszsf22zSn4e0tbAiAABQHxHuAAAAXIDUEzl6b9U+U9uwi2PVvnGYRRUBAID6inAHAADgAkz5bqfyCx3Ox77eNj3GWjsAAMAChDsAAADnaevB05qz8YCp7fe9WqhZVJBFFQEAgPqMcAcAAOA8Tf5muwzj7OMQfx89NKi1dQUBAIB6jXAHAADgPKxMTtfSHcdMbWP6J6hBiL9FFQEAgPqOcAcAAKCKDMPQpIXbTW3RIf4a1S/eoooAAAAIdwAAAKrs682HtSntlKlt/OA2CvLzsagiAAAAwh0AAIAqKSh06KVvzLN2EqKDdVv3ZhZVBAAAUIRwBwAAoAo+XpeqvcdzTG0TrmonX28+TgEAAGvxaQQAAKAS2Xl2vbp4l6nt4mYRurpTY4sqAgAAOItwBwAAoBIzVqQoPSvP1PaXoe1ls9ksqggAAOAswh0AAIAKHM/K0/+WJZvaBrWLUa+EBhZVBAAAYEa4AwAAUIGpP+xWdn6h87HNJj1+dXsLKwIAADAj3AEAACjH7qNZem/1PlPbjV2aKrFJmEUVAQAAlEa4AwAAUI4XF25TocNwPvbz8dKfrmxrYUUAAAClEe4AAACU4afd6Vq87aip7b6+8YqLDLKoIgAAgLIR7gAAAJyj0GHoHwu2mdqiQ/w0dmAriyoCAAAoH+EOAADAOT5fn6Zth06b2v50ZTuFBvhaVBEAAED5CHcAAABKyM6z66Vvd5ja2jUK1a3d4iyqCAAAoGKEOwAAACX8b1myjmXmmdr+em2ifLz52AQAAGonPqUAAAD85uDJM5r+4x5T28B2MerfNsaiigAAACpHuAMAAPCbf32zQ7kFDudjby+b/npNooUVAQAAVI5wBwAAQNIvaSf1xYYDprY7ejRTm0ahFlUEAABQNYQ7AACg3jMMQ/+Yb771eai/j8YPbmtRRQAAAFVHuAMAAOq9RVsOa+3eE6a2P17eWtEh/hZVBAAAUHWEOwAAoF7Lsxfqnwu3m9riIgN192UtrSkIAADgPBHuAACAem3mT3u1/0SOqe3/hrZXgK+3RRUBAACcH8IdAABQbx05naup3+8ytV3aPELXdm5iUUUAAADnj3AHAADUW//8epuy8wtNbU9f31E2m82iigAAAM4f4Q4AAKiX1u09obkbD5rabu0Wp0uaRVhTEAAAwAUi3AEAAPVOocPQxC9/NbWFBvjo8avbW1QRAADAhSPcAQAA9c5Ha/dr66HTprZHB7fl1ucAAMAjEe4AAIB6JSM7X//6doeprW2jEP2hdwuLKgIAAKgewh0AAFCv/Pu7HTqZU2Bqe2ZYR/l687EIAAB4Jj7FAACAeuPXg6f04Zr9prZrOzfRZa2iLaoIAACg+gh3AABAvWAYhp756lc5jLNtAb5eevLaROuKAgAAcAHCHQAAUC98temg1u3NMLX9cWBrNY0ItKgiAAAA1yDcAQAAdV52nl0vfL3N1NYsKlD390+wqCIAAADXIdwBAAB13tQfduvI6TxT21PXdlCAr7dFFQEAALgO4Q4AAKjTdh3J1IwVe0xt/dvG6MoOjSyqCAAAwLUIdwAAQJ1lGIb+OneLCgrPrqLs623TxOs7yGazWVgZAACA6xDuAACAOuuz9Wlam3LC1HZfvwS1igmxqCIAAADXI9wBAAB10ons/DIXUX748jYWVQQAAFAzCHcAAECd9OLCbcrIKTC1/X1YJwX6sYgyAACoWwh3AABAnbM25YQ+SUoztV3TubEGtW9oUUUAAAA1h3AHAADUKfl2h/46Z7OpLcTfR09f19GiigAAAGoW4Q4AAKhT3vxxj3YdzTK1/XlIWzUOD7CoIgAAgJpFuAMAAOqM/cdz9J/vd5naOjUN0129W1pTEAAAgBsQ7gAAgDrBMAw9/dUW5dkdzjabTXrhxs7y9rJZWBkAAEDNItwBAAB1wsIth7V0xzFT2129WuiiuAhrCgIAAHATwh0AAODxMnML9Oy8X01tDUP99eer2llUEQAAgPsQ7gAAAI/30jc7dOR0nqnt6es7KCzA16KKAAAA3IdwBwAAeLS1KSf07qp9prYBbWN0becmFlUEAADgXoQ7AADAY+UWFOqJz38xtQX4eum54Z1ks7GIMgAAqB8IdwAAgMeasninUtKzTW2PDWmn5g2CLKoIAADA/Qh3AACAR9qUelJvLt9jauvSPEL39Im3qCIAAABrEO4AAACPk2936InPf5HDONvm5+2lyTddJG8vLscCAAD1C+EOAADwOK8v3a3thzNNbeMub602jUItqggAAMA6hDsAAMCj7DicqdeW7Da1JTYJ0wMDW1lUEQAAgLUIdwAAgMewFzr0+GebVFB49nosby+bXrr5Ivl687EGAADUT3wKAgAAHuPtn1K0Ke2UqW10/wR1ahpuUUUAAADWI9wBAAAeYc+xLP37252mtoSYYD1yRRuLKgIAAKgdCHcAAECt53AY+r8vNivP7nC22WzS5JsuUoCvt4WVAQAAWI9wBwAA1HozV+7V2pQTpraRvVuqW8soiyoCAACoPQh3AABArbbrSKYmLdpuaouLDNSEq9pZVBEAAEDtQrjjQunp6Zo8ebL69Omjxo0by9/fX7GxserZs6cmTJigVatWVXqORYsWacSIEYqLi5O/v7/i4uI0YsQILVq0yA2vAACA2iXf7tCjn2xUfonLsaSiy7GC/X0sqgoAAKB24VORi3z66acaO3asjh8/bmo/dOiQDh06pLVr12rXrl2aO3dumccbhqEHHnhA06dPN7UfOHBAc+bM0Zw5czR69GhNmzZNNputpl4GAAC1ytQfdmnLgdOmtnv7xOuy1tEWVQQAAFD7EO64wLvvvqt77rlHDodDDRs21NixY9W3b19FRUXp8OHDSk5O1rx58+Tr61vuOf72t785g50uXbro8ccfV6tWrZScnKzJkydrw4YNmj59umJiYvSPf/zDXS8NAADL/Lw/Q68t2W1qa90wRI9fzeVYAAAAJdkMwzCsLsKTbdu2TV26dFFeXp769eunefPmKTw8vMy++fn58vPzK9W+e/duJSYmym63q1u3blq+fLkCAwOd+3NycjRgwAAlJSXJx8dH27dvV6tWrVz2GtLS0tSsWTNJUmpqquLi4lx2bgAALkROvl3XvPqj9h7Pcbb5eNk094991Klp2d9nAQAAarua+vmbNXeqady4ccrLy1N0dLS++OKLcoMdSWUGO5I0ZcoU2e12SdLUqVNNwY4kBQUFaerUqZIku92uV155xTXFAwBQS73w9TZTsCNJj1zRhmAHAACgDIQ71bB9+3Z9//33kqSHHnpI0dHnf/2/YRj68ssvJUnt27dXr169yuzXq1cvtWtXNA197ty5YsIVAKCuWrrjqN5fvd/U1qV5hMYOdN2sVQAAgLqEcKcaPv30U+f2Lbfc4tzOyMjQrl27Si2uXJaUlBQdOHBAkjRgwIAK+xbvT0tL0969ey+gYgAAareM7Hw9/tkvprZAX2+9fOsl8vHmYwsAAEBZWFC5GlavXi1JCg8PV2Jioj744ANNnjxZv/xy9kNpfHy8Ro4cqT//+c8KCQkpdY5t27Y5t9u3b1/h85Xcv23bNsXHx1epzrS0tAr3Hzp0qErnAQCgJhmGob99uUVHM/NM7U9em6j46GCLqgIAAKj9CHeqYevWrZKkli1baty4cXrttddK9UlJSdEzzzyjzz77TN98841iY2NN+1NTU53blS2kVLzo0rnHVabkcQAA1FZfbTqoBb+Yf+EwoG2Mft+zuUUVAQAAeAbmN1fDiRMnJBWtvfPaa68pIiJC06ZN09GjR5Wbm6t169Zp6NChkqQtW7bolltukcPhMJ0jMzPTuV3WzJ6SgoPP/tYyKyvLVS8DAADL7T+eo7/N2WJqiwjy1eSbL5LNZrOoKgAAAM/AzJ1qyM7OliTl5eXJ29tbCxcuNC2I3K1bN82fP1/XXXedFi5cqJUrV+qLL77QzTff7OyTm5vr3C7vblrF/P39ndtnzpypcp2VzfI5dOiQevToUeXzAQDgSvl2h8Z9vEGZeXZT+z9u6KRGYQEWVQUAAOA5CHeqISAgwBnw3HLLLWXe6crLy0svvfSSFi5cKEn66KOPTOFOQMDZD635+fkVPl9e3tk1CM69XXpFKrvcCwAAK/372x3alHrS1DaiS1Ndd1Fs2QcAAADAhMuyqiE0NNS5XXz5VVk6duyopk2bSpLWrVtX7jkqu9SqOEiSKr+ECwAAT7Bs5zH9b/keU1t8dLD+fkMniyoCAADwPIQ71VByoeKqLoZ89OhRU3vJ4yq7q1XJy6tYJBkA4OmOns7Vn2ZvNLX5eXtp6h1dFOLP5GIAAICqItypho4dOzq3CwsLK+xbvN/Hx/xhtUOHDs7t7du3V3iOkvsTExOrXCcAALWNw2Ho0U826ni2+ZLkv1zTXp2ahltUFQAAgGci3KmG/v37O7eTk5Mr7LtnT9GU8+LLs4rFx8c7b4++bNmyCs+xfPly5zlatmx5vuUCAFBrvLEsWT/tPm5qG5zYUHdf1tKaggAAADwY4U41DBs2TL6+vpKkL774otx+y5Yt0/HjRR9g+/XrZ9pns9k0fPhwSUUzc1avXl3mOVavXu2cuTN8+HBuCwsA8Fjr953Qy9/tNLU1DgvQSzdfzPc3AACAC0C4Uw0NGjTQfffdJ0n67rvv9PHHH5fqk5mZqfHjxzsfjxkzplSf8ePHOy/XGjduXKnbnJ85c0bjxo2TVHRZV8nzAQDgSU7lFOjhjzaq0GE427xs0qu3X6LIYD8LKwMAAPBchDvV9Oyzz6p58+aSpD/84Q8aN26clixZovXr12vWrFnq0aOHNm7cKEkaO3asunfvXuocbdu21WOPPSZJSkpKUp8+fTR79mwlJSVp9uzZ6tOnj5KSkiRJEyZMUJs2bdzz4gAAcCHDMPTE57/owEnzLzEeuaKteiY0sKgqAAAAz2czDMOovBsqsm3bNg0bNky7d+8ut8+9996radOmOS/jOpfD4dD999+vt99+u9xzjBo1StOnT5eXl2szubS0NOfdt1JTUyu98xcAABdi1k8pembeVlNbz/gofXh/L3l7cTkWAACo+2rq529m7rhAYmKiNm7cqJdeekk9e/ZUVFSU/Pz8FBcXp9tuu00//PCDZsyYUW6wI0leXl6aMWOGFixYoOHDhys2NlZ+fn6KjY3V8OHD9fXXX+utt95yebADAIA7JO09oX8s2GZqiwzy1au3dyHYAQAAqCZm7oCZOwCAGnU0M1fX/WeFjmbmmdpnjOymKxIbWVQVAACA+zFzBwAAeJyCQoce+nBDqWDnj4NaEewAAAC4COEOAACoMS8u3K61KSdMbf3aROtPV7azqCIAAIC6h3AHAADUiHmbDmrGihRTW9OIQNbZAQAAcDHCHQAA4HI7j2Tqic9/MbX5eXvpjd9fqqhgP4uqAgAAqJsIdwAAgEtl5hbogffWKye/0NT+9+EddVFchDVFAQAA1GGEOwAAwGUMw9Bjn27SnvRsU/tt3Zrp9h7NLaoKAACgbiPcAQAALjNt2R598+sRU1vnpuF6dnhHiyoCAACo+wh3AACAS/yw/Yhe+ma7qS0iyFdv/P5SBfh6W1QVAABA3Ue4AwAAqm3H4Uw9/NFGOYyzbTab9J/buyguMsi6wgAAAOoBwh0AAFAtx7PyNOqddcrKs5vaHxvSTv3bxlhUFQAAQP1BuAMAAC5Ynr1QD7y/XmkZZ0ztwy+J1YMDW1lUFQAAQP1CuAMAAC6IYRj665wtWrc3w9R+SbMITbrpItlsNosqAwAAqF8IdwAAwAWZvnyPPlufZmqLDQ/Q9Lu6soAyAACAGxHuAACA87Z46xG9uMh8Z6wgP2+9NbK7GoYGWFQVAABA/US4AwAAzsu2Q6f1yMcbZJxzZ6wpt12iDrFh1hUGAABQTxHuAACAKkvPytN97yQpO7/Q1P74Ve11VcfGFlUFAABQvxHuAACAKsnOs2vUrHU6cNJ8Z6wRlzbVAwMSLKoKAAAAhDsAAKBSBYUO/fHDn7Up7ZSpvWuLSP1zRGfujAUAAGAhwh0AAFAhwzD0ly82a+mOY6b2phGB+t8fusrfhztjAQAAWIlwBwAAVOjf3+4sdcvziCBfvTuqh6JD/C2qCgAAAMUIdwAAQLneW71P/12y29QW4OulGSO7q1VMiEVVAQAAoCTCHQAAUKZFWw7p6S+3mNq8bNLUOy5V1xaRFlUFAACAcxHuAACAUtamnNDDH2+UYZjbn7+xs67s0MiaogAAAFAmwh0AAGCy80im7ntnnfLtDlP7I1e00R09mltUFQAAAMpDuAMAAJzSMnI08u21Op1rN7Xf0aOZxg9uY1FVAAAAqAjhDgAAkCQdOZ2r3721RodO5ZraByc20nPDO8lms1lUGQAAACpCuAMAAJSelac731ytfcdzTO2XNo/Q1Du6yMebjwwAAAC1FZ/UAACo507m5OsPM9Yq+Vi2qb1toxDNGNldgX7eFlUGAACAqiDcAQCgHsvMLdDIt9dq26HTpvb46GC9f19PRQb7WVQZAAAAqopwBwCAeion3657Z63TprRTpva4yEB9cF9PNQwNsKgyAAAAnA/CHQAA6qHcgkLd/26S1u3NMLU3DgvQR/f3UmxEoEWVAQAA4HwR7gAAUM/k2x0a+/56/bT7uKk9OsRfH97fU82igiyqDAAAABeCcAcAgHok3+7QQx/+rCU7jpnaI4N89cF9PZUQE2JRZQAAALhQPlYXAAAA3CO3oFBj319fKtgJDfDRe6N6ql3jUIsqAwAAQHUQ7gAAUA/k5Ns1+t31WrE73dQe5OetWff0UKem4RZVBgAAgOoi3AEAoI7LyrPr3pnrtHbvCVN7sJ+33r67u7q2iLSoMgAAALgC4Q4AAHXYqTMFunvmWm3Yf9LUHurvo1n39iDYAQAAqAMIdwAAqKMysvP1h7fXaMuB06b2iCBfvXdvT3WO41IsAACAuoBwBwCAOuhYZp5+/9Ya7TiSaWpvEOyn9+/rqcQmYRZVBgAAAFcj3AEAoI45dOqMfvfWGu05lm1qbxjqrw/v76nWDbkrFgAAQF1CuAMAQB2y80imRr69VodO5Zram0YE6oP7eqpldLBFlQEAAKCmEO4AAFBHrNt7QqNmrdPpXLupvXlUkD68v6fiIoMsqgwAAAA1iXAHAIA6YNGWQ3r4443KtztM7Qkxwfrgvp5qEh5oUWUAAACoaYQ7AAB4uPdW79PTX26RYZjbuzSP0Nsjuysy2M+awgAAAOAWhDsAAHgowzD072936r9LdpfaNzixoabecakC/bwtqAwAAADuRLgDAIAHKih06K9zNuuTpLRS++7o0UzPDe8kH28vCyoDAACAuxHuAADgYTJzCzTuow1auuNYqX3jB7fRI1e0kc1ms6AyAAAAWIFwBwAAD7L/eI5GvbNOu45mmdq9bNI/buisO3s2t6gyAAAAWIVwBwAAD7Eq+bjGfrBeJ3MKTO3+Pl76752X6soOjSyqDAAAAFYi3AEAwAN8uGa/nv5yi+wO8y2xooL99OZdXdW1RZRFlQEAAMBqhDsAANRi9kKH/rFgm2at3FtqX7tGoXprZDc1iwpyf2EAAACoNQh3AACopU7lFOiPH/6sFbvTS+0bnNhIr9x+iUL8+VYOAABQ3/GJEACAWmj30Szd/26SUtKzS+0bO7CVJgxpJy8v7ogFAAAAwh0AAGqdrzYd1F8+/0XZ+YWmdj8fL026qbNu7BJnUWUAAACojQh3AACoJfLshXphwTa9s2pfqX3RIf6afldXXdo80oLKAAAAUJsR7gAAUAukZeTojx/8rE1pp0rt6xgbpjfv6qbYiEALKgMAAEBtR7gDAIDFlmw/qvGzN+rUmYJS+27tFqe/D++kAF9vCyoDAACAJyDcAQDAIoUOQ1O+26n/Ltldap+/j5eeu6GTbu3WzILKAAAA4EkIdwAAsMDhU7l6dPZGrdpzvNS+lg2C9PrvuqpDbJgFlQEAAMDTEO4AAOBmCzcf0l/mbNbJnNKXYQ3t1FiTbr5IYQG+FlQGAAAAT0S4AwCAm2Tl2fXMV7/qs/Vppfb5eNn0l2sSdW+flrLZbBZUBwAAAE9FuAMAgBus33dCj87epP0nckrtaxwWoNd+10VdW0RZUBkAAAA8HeEOAAA1qKDQoak/7NZ/f9glh1F6/7Wdm+j5GzspIsjP/cUBAACgTiDcAQCghqSkZ+vR2Ru1MfVkqX0h/j56dlhHjbi0KZdhAQAAoFoIdwAAcDF7oUNv/5Sif3+7U3l2R6n93VpEasptl6hZVJAF1QEAAKCuIdwBAMCFth06rSc+/0W/pJ0qtc/Hy6bxg9vogQGt5OPtZUF1AAAAqIsIdwAAcIE8e6Fe+2G3Xl+aLHsZi+vERwfrldsu0cXNItxfHAAAAOo0wh0AAKpp/b4MPfH5L9p9NKvUPptNGtm7pR6/up2C/Pi2CwAAANfjUyYAABcoK8+uf3+7Q7NW7pVRxp2wWsUEa9JNF6lbS25xDgAAgJpDuAMAwHkyDENfbTqo5xds09HMvFL7fbxsemBAKz10eWsF+HpbUCEAAADqE8IdAADOw/bDp/X0l79qbcqJMvd3ahqmSTddpI6x4W6uDAAAAPUV4Q4AAFVwOrdAU77bqXdX7VNhGQsm+/t46U9XttWovvHcCQsAAABuRbgDAEAFHA5DX2w4oBcXblN6Vn6Zffq3jdGzwzoqPjrYzdUBAAAAhDsAAJQrae8JPf/1Nm3Yf7LM/XGRgXr6ug66skMj2Ww29xYHAAAA/IZwBwCAcyQfy9LkRdv1za9Hytzv5+OlBwa00oMDW7FgMgAAACxHuAMAwG+OZebp1e936qO1qWWuqyNJgxMb6unrOqp5gyA3VwcAAACUjXAHAFDvZefZ9daPKZq+PFnZ+YVl9mnRIEgTr++gy9s3cnN1AAAAQMUIdwAA9VZuQaE+SUrV1B9261hmXpl9IoN89cgVbXRnzxby8+EuWAAAAKh9CHcAAPVOcajz+pJkHT6dW2Yffx8vjeobrwcGtlJYgK+bKwQAAACqjnAHAFBv5NkL9cm6VL1WQahjs0k3XxqnPw1pqybhgW6uEAAAADh/hDsAgDqvONR5fWmyDp0qO9SRpIHtYvR/Q9urfeMwN1YHAAAAVA/hDgCgzsrMLdDHa1M1Y0VKuTN1JKl3QgONH9xGPRMauLE6AAAAwDUIdwAAdc6R07ma+dNefbB6nzLz7OX2653QQI8MbqNehDoAAADwYIQ7AIA6Y/fRTE1fvkdzNhxQQaFRbj9CHQAAANQlhDsAAI9mGIZW7zmhGSv2aPG2oxX27RkfpfGD26p3K0IdAAAA1B2EOwAAj5SVZ9ecDQf03qq92nkkq9x+Npt0VYfGGj0gQZc2j3RjhQAAAIB7EO4AADzK7qNZem/VXn3+8wFlVbCejp+Pl27uGqf7+sYrISbEjRUCAAAA7kW4AwCo9QoKHfp+21G9t3qvftp9vMK+4YG+uqt3C93Vu6ViQv3dVCEAAABgHcIdAECttftopj5NStPnPx9QelZehX0TooP1h94tdGu3Zgr259sbAAAA6g8+/QIAapXM3AIt+OWQPklK1c/7T1bY18smXd6+kUZe1kJ9WkXLy8vmniIBAACAWoRwBwBgOYfD0JqUE/psfZq+3nxIZwoKK+wfGeSr23s01+96NldcZJCbqgQAAABqJ8IdAIAlDMPQlgOn9dWmA5q36ZAOn86t9JguzSP0+54tdO1FTRTg6+2GKgEAAIDaj3AHAOBWycey9NXGg/pq00GlpGdX2j86xE83XRqnW7rFqXXDUDdUCAAAAHgWwh0AQI3bcyxLi349rK83H9KWA6cr7e/tZdOgdg11a7c4DWrfUL7eXm6oEgAAAPBMhDsAAJczDEO/Hjytb349rEVbDmvX0awqHde+cahu6NJUIy5tqoahATVcJQAAAFA3EO4AAFzCXujQz/tP6ptfD+ubXw8rLeNMlY5rFhWoYRfHatjFTdWuMZddAQAAAOeLcAcAcMGOZ+Vp2c5j+mH7US3feUync+1VOi46xF/XXdREwy6JVZdmEbLZuIU5AAAAcKEIdwAAVeZwGNpy8JSWbD+mH3Yc1S9pJ2UYVTs2JtRfQzo00tBOTdQrIUo+rKMDAAAAuAThDgDUNrmnpdMHpfxsyS9YCouVAsIsKyf1RI5W7E7XT7vTtTL5uE5k51f52GZRgbq6Y2Nd3amxujSLlJcXM3QAAAAAVyPcAYDawDCkvT9Ka9+Uti+QjMKz+2zeUuJ1Uvf7pJb9pBq+hOlEdr5WJR93Bjr7T+Sc1/HtG4dqSMfGurpjYyU2CeWSKwAAAKCGEe4AgNUObpTmPCAd21b2fqNQ2vpl0VdMonTjNCn2Epc9/eFTuVq794TWphzXupQM7TiSeV7HB/l5q0/raA1q11CD2seoSXigy2oDAAAAUDnCHQCwUvIP0se/lwqyq9b/2DZp5jXS7e9LrS4/76czDEN7j+do3d4TWptS9HW+M3MkKT462Bnm9IiPkr+P93mfAwAAAIBrEO4AgFUObjy/YKdYQXbRcfd8XekMntO5BdqUelIb9p/Uhv0Z2pB6UidzCs671AbBfrqsdbT6tGqgPq2j1Swq6LzPAQAAAKBmEO4AgBUMo+hSrPMNdooVZEtzx0pjVzrX4MmzF2r7oUxtPnBKm9NOaUNqhnYdzary3axKCvT1Vs+EKPVtHa3LWkWrfeNQFkMGAAAAainCHQCwwt4fy19jp6qObtV3X3+uxWfaavOBU9p5JFN2xwUkOZJCA3zUvWWUesQXfXWKDZefD7cqBwAAADwB4Q4AWGHdWy45Td7q6Zpd8Mh5Hxcd4q8e8ZHq0TJKPeIbqF3jUHkzMwcAAADwSIQ7AOBuuaelbfNdcqqrvdYpRDnKUvlr4Ph629QxNlxdmkeoS/NIdWkWobjIQG5RDgAAANQRhDsA4EYOh6FjB/aokVHokvP52BxqZMtQlnE23EmIDlanpuG6KC5cl7aIVIcmYQrw5W5WAAAAQF1FuAMALmYYho5l5ik1I0d703O0Jz1LKenZ2nMsW3uPZ6udfae+9Hfd813TNkThrRPVqWm4OsaGKTTA13UnBwAAAFDrEe4AwAU4daZAqSdylJaRo9QTZ5SakaPUEznafyJHaRlnlGd3lHtsti3ApbX8+bquUkyCS88JAAAAwHMQ7gDAOQzD0MmcAh0+navDp3KLApyMM87wJvVEjk7n2i/4/IeNKNkNL/nYyg+AqszLRwptUv3zAAAAAPBYhDsA6pWCQoeOZubp8KlcHfktvDl8zp9HTudWOPOmurIUpO/VXVdpTfVP1v46KSCs+ucBAAAA4LEIdwB4PIfD0KkzBTqenadjmfk6np2n9Mw8Hc/OV3pWvo5l5hUFOadzlZ6VJ8NwT11+3l6KiwpUQnSw4qODlRATUvRndLBi0kOkd4dV/0m631f9cwAAAADwaIQ71VTVWwkPGDBAS5curbDPokWLNH36dK1du1bHjh1TTEyMevToodGjR+vqq692QbWAZ7AXOnTqTIFOninQyZwCnczJ14ns/KKwxhna5Ck9K1/Hs/J0IjtfdoebEpsSbDapSViA4qKC1CwySM2iAtU8KkjNfnvcMNRfXl7lvEeE9pdiEqVj2y68gIYdpJZ9L/x4AAAAAHUC4U4tYBiGHnjgAU2fPt3UfuDAAc2ZM0dz5szR6NGjNW3atCqHSYDVDMPQmYJCZebadfpMgU7/9ufJM/nKyC4Kbk7l5CsjpzjEydfJnAJl5OQrsxrr2biSzSY1CPZX04izAU5ReBOoZpFBio0IlJ+P14Wf/MZp0sxrpILs8z/eN1i64Y2i8wAAAACo1wh3XGTs2LF68MEHy90fHBxc7r6//e1vzmCnS5cuevzxx9WqVSslJydr8uTJ2rBhg6ZPn66YmBj94x//cHntQEn2QodyCgqVk1eonHy7cvILlZ3325/5dmXl2nU6t0CZufai4Ma5XaDTZ+zKzDu7r9CC2TRV5efjpcZhAWocFqBG4QFqEh6gRr89bhxe9NUw1F++3hcY3lRF7CXS7e9LH//+/AIe3+Ci42IvqanKAAAAAHgQm2G4a/WJuql4Js3EiRP1zDPPnPfxu3fvVmJioux2u7p166bly5crMDDQuT8nJ0cDBgxQUlKSfHx8tH37drVq1cpV5UuS0tLS1KxZM0lSamqq4uLiXHp+uJbDYSi/0KHcgkLlFvz2p71oO6+gULl2h87k25WdV/hbSGNXdv7ZP8/k//a4uM9vAU5xiFOTCwm7Q2iAj2JC/NUgxE8Ngv0VHVr0Z6OwADUO91fjsEA1Dg9QZJBv7ZkJd3CjNOeBql2i1bBD0Ywdgh0AAADA49TUz9/M3LHYlClTZLcXXYIydepUU7AjSUFBQZo6dap69+4tu92uV155RVOnTrWi1HqvOFQpKHQo3+5QQaGhfLtD+c7HRdsFdofyfvuzZP/83/oXP86znw1n8uxnw5qi9pLbxfuKgpt8Dw9fzlegr7cignwVEeSn6BA/RYf4q0Gwn6JDf/szxL+oLcRPDUL85O/jbXXJ5y/2EunBVdLeFdK6N6Vt8yWj8Ox+L5+iu2J1v69ojZ3aEkoBAAAAqBUIdyxkGIa+/PJLSVL79u3Vq1evMvv16tVL7dq1044dOzR37lz95z//cfuMA4fDUKFhqNBhyFH8p0Ol2kz7DUOFDjm3y2sv/O3cDsc5+0u0FToMFTgcRX8WGrIXOmR3GLIXGrI7irfPaSs0ZHcYKig8e1zhb33NbUWP7Y4S2yWOLQ5jrFiwty4J8vNWWIDvb0GNryIC/RQZ7KvwQD9FBPkqMqhoO/K3ICciyFfhgb4K8PXAsOZC2GxSfL+ir9zTUuYhKS9L8g+RQptwu3MAAAAA5SLcsVBKSooOHDggqehuWhUZMGCAduzYobS0NO3du1fx8fE1UtNN//hKvsFRKjSkk/4hyrd5lbluSlTOKdPj0/7BsnuXPZwic06pZBSV6R+kAm/fMvtGnDktrxJXCmb5BSnfp+y+4Wcy5W04qtQ3LDdLPo6zMyGy/QKV5+NXaV9vSbm+AbL7+pfZNzQvW76FZxf/zfH1V65vQJX6nvHx1xm/svuG5OXIr7DA+TjXx085foFl9g3Oy5F/ib553r7K9g8qs29Q/hkF2POdj/O9fZVVTt/A/FwF2vPk42VTkJ+3fAP95QgLV0iAr8ICfBQW4KvQAB+FBvgoUnZFGPkKDfBViL+3gkODFRQT5ewTEuBzdu2aM2ekrKyzT+TrK0VElFmDcnOlkyfOPvbxkSIjy+6blyedPn32sbe3FBVVtb5eXlKDBmX3zc+XTpUY7zabFB1ddt+CAunkSXNbTEzZfe12KSOj7L4BYeYwp7BQOnbM3Dc6uuwZPA6HdPy4ua1Bg6LXeC7DkNLTzW1RUUV/d2U5t4bIyKJ/k6r0jYgo+rcuS3q6TPenDw+X/Mr+/6njx4teY7GwMMm/7P+fOnGi6O+uKn0zMor+TYqFhkoBZf//1MmTRf/WxUJCpMCy/3/q1KmiMVQsOFgKKvv/XKm+QUFF/cty+nTROC4WGFhUR1kyM4v+LxULCCh6fWXJyir6P1rM37/o760s2dlSTs7Zx35+Rf92ZcnJKepflb7n+x6RmXn2cX15jzhXYWHReC+J94givEcU4T2iCO8RZ/EeUYT3iCK8RxSx4j3ClQxUiyRDktGhQwejbdu2RkBAgBESEmK0bt3auOuuu4wffvih3GPnz5/vPH7KlCkVPs/LL7/s7LtgwYLzqjE1NbXCr7Vr1zrPnVr01mgYkjH43teMFk/ML/Mr29ff2c+QjOvverncvumBYaa+t93xQrl9U8MamvreffPEcvvuaNDc1Hfs8P8rt+/Gxm1Mff98zfhy+65q1snU929XPlBu3+8Tupn6Pj/wnnL7zm/Xx9R3Sp87yu37aacrTH2n9RhRbt93ulxr6vtpz+uNgS8tMYa+sty4+Y2fjLtmrDHGvp9k/PmTjcaKG+429d1z7c3GlxsPGIu3HjZ+2n3M2Lg/w9h15LRxICPHOPPk30x9jZtvLn+QTZ5s7nvNNeX3/e9/zX0HDCi/78yZ5r7dupXf95NPzH07dCi/7/z55r4tWpTfd8kSc9/o6PL7rl1r7hsUVH7fLVvMfSt6O05JKd03K6vsvkePlu579GjZfbOySvdNSSm/jnP7btlSft+gIHPftWvL7xsdbe67ZEn5fVu0MPedP7/8vh06mPt+8kn5fbuZ/y8bM2eW33fAAHPf//63/L7XXGPuO3ly+X1vvtncd+LE8vuOHGnu+9hj5fd98EFz3wcfLL/vY4+Z+44cWX7fiRN5jzAM3iNK4j2iCO8RRXiPKMJ7xFm8RxThPaJIPX6PSE1NNZw/f6emln+e88TMHRfZunWr6fHu3bu1e/duvfvuu7rhhhs0a9YshZ+TLqampjq3K1tEqXjBpXOPq4qSx6Jm+ft4KTrET77eXvLz8Sr609tLvj5eigo2/wahbaNQ3dI1TgG+3vL38VKAr7cCfIv+7LI5Qtpytu81nRqry5jeCvD1kr/P2X4BPt4KPrVA2nC2781dm+nmxwaWXeBa82+K4qODFX9xbNl968vlUAAAAADg4Qh3qikoKEjDhg3TFVdcofbt2yskJETHjh3TsmXLNG3aNB0/flxz587V8OHD9d1338m3xHTCzBJTwELKmwb3m5K3Us8qOc3MAwX6eisswEfeXjZ5e9nkZSvxp7d5emiziEB1jA2Tj5dNPt5ev/1pk4+Xl4L9zeFDz/gohXZrJh9vm3y9veT9W19fLy81muMvHT7b94ZLYnXx9Z3k+1sNvt5ev53XpnY/hEol8rP7+yXotnv7ys/nbFDj91toE7LpNWnP2b5/HtJOf55wZdkvfGkD6eezD6/p3ETX3HJx2X1nmMdDs6ggNYsvZ9qfF4vrAgAAAEB9RrhTTQcOHFBEGdfwXXnllRo3bpyGDh2qDRs2aNmyZXrjjTf08MMPO/vklrh20a+860J/41/i+s4zJa9jrILKZvocOnRIPXr0KNX+2p2XqiAxsSiEsdnk9duf3l42BUz1lkpcKvrBfT1ldO/u3H82sJFsM/ykEiXPvKeHNHBg2cVMC5Ayzj78+w2dpGv7ld3334HSwbMPR17WUrr5orL7hpmvee3bJkZ9e7Uou2+Q+d+ieVSQ1DS87L4EKwAAAAAAi9kMwzCsLqIu27NnjxITE5Wfn6/WrVtr165dzn0vvfSSHn/8cUnSwoULdfXVV5d7noULF+qaa66RJP3rX//Sn//8Z5fVmJaW5rx0K3XjRsXF/naZDoucFWGRsyL1dZEzFkI8i4UQi/AeUYT3iCK8R5zFe0QR3iOK8B5RhPeIs3iPKMJ7RJF6/B5h+vk7NbXSJVqqinDHDa677jotWLBAUtFMn9jfwpNp06Zp7NixkqRPP/1UN998c7nn+Oyzz3TLLbc4jxszZozL6qupwQUAAAAAAM6qqZ+/y4hg4WodOnRwbhff+lwyL6KclpZW4TlKXlrFAskAAAAAAKAY4Y4blDc5qmTos3379grPUXJ/YmKiawoDAAAAAAAej3DHDUreJr34kixJio+Pdz5etmxZhedYvny5JKlp06Zq2bKl64sEAAAAAAAeiXCnhu3Zs0ffffedJCkhIUFNmzZ17rPZbBo+fLikopk5q1evLvMcq1evds7cGT58uGxlLX4GAAAAAADqJcKdapg3b57sJVdFP8eRI0d08803q+C31dD/+Mc/luozfvx4+fy2Svy4ceNK3eb8zJkzGjdunCTJx8dH48ePd1H1AAAAAACgLijn3nOoinHjxqmgoEA33XSTevfurZYtWyowMFDp6elaunSppk2bpuO/3Uqwb9++ZYY7bdu21WOPPaYXX3xRSUlJ6tOnj5544gm1atVKycnJmjRpkjZs2CBJmjBhgtq0aePW1wgAAAAAAGo3boVeDS1bttS+ffsq7XfTTTfprbfeUkRERJn7HQ6H7r//fr399tvlnmPUqFGaPn26vLxcP9mKW6EDAAAAAFDzaurnb2buVMM777yjZcuWadW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\n", 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+ "text/plain": [ + "
" + ] + }, + "metadata": { + "image/png": { + "height": 480, + "width": 571 + } + }, + "output_type": "display_data" + } + ], + "source": [ + "# Initialisation des variables\n", + "T = 130\n", + "t = np.arange(0, T+1)\n", + "\n", + "K = 50 # capacité d'accueil maximale du milieu\n", + "K_star = 50 # capacité minimale pour maintenir l'espèce\n", + "r = 0.1 # taux de corissance de la capacité d'accueil du milieu.\n", + "t_fl = 30 # la find ed la période de formation.\n", + "K0 = 1 # Valeur initiale de la capacité d'accueil du milieu.\n", + "\n", + "def C(t):\n", + " \"\"\"\n", + " Fonction retournant la solution exacte du problème au temps t\n", + " \"\"\"\n", + " return K_star + K / (1 + (K / K0 - 1) * np.exp(-r * (t - t_fl)))\n", + "\n", + "# On trace le graphique de la solution exacte\n", + "plt.plot(t, C(t), label=\"C(t)\")\n", + "plt.hlines(K_star, 0, T, linestyle='dotted', label=\"C = K*\", color='red')\n", + "plt.hlines(K + K_star, 0, T, linestyle='dotted', label=\"C = K + K*\", color='green')\n", + "plt.plot(t_fl, K0 + K_star, 'o', label=\"(t_fl, K0 + K*)\")\n", + "plt.legend()\n", + "plt.xlim(0, 130)\n", + "plt.suptitle(\"Courbe de la solution exacte du problème\")\n", + "plt.xlabel(\"Temps t\")\n", + "plt.ylabel(\"Population\")\n", + "plt.show()\n", + "\n", + "# Définition des nouveaux paramètres\n", + "N0 = 10\n", + "r_N = 0.2\n", + "\n", + "def dN(N, t, C_sol):\n", + " \"\"\"\n", + " Fonction calculant la dérivée de la solution approchée du problème à l'instant t dépendant de N(t) et de C(t)\n", + " \"\"\"\n", + " return r_N * N * (1 - N / C_sol(t))\n", + "\n", + "t = np.linspace(0, T, 200)\n", + "N_sol = odeint(dN, N0, t, args=(C,)) # On calcule la solution a l'aide de odeint\n", + "\n", + "# On trace le graphique de la solution approchée en comparaison à la solution exacte\n", + "plt.plot(t, N_sol, label=\"Solution approchée\")\n", + "plt.plot(t, C(t), label=\"Solution exacte\")\n", + "plt.legend()\n", + "plt.xlim(0, 130)\n", + "plt.suptitle(\"Courbe de la solution approchée du problème\")\n", + "plt.xlabel(\"Temps t\")\n", + "plt.ylabel(\"Population\")\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 2. L'impact de la pêche dans le modèle Lotka-Volterra\n", + "\n", + "\n", + "L'objectif de cette partie est d'étudier numériquement l'impact de la peche dans le modèle de Lotka-Volterra et d'illustrer le paradoxe observé par d'Anconna (voir la fiche de cours n°1).\n", + "\n", + "On se donne donc deux populations $H(t)$ de sardines (les proies) et $P(t)$ de requins (les prédateurs) au temps $t,$ dont l'évolution au cours du temps suit la loi:\n", + "\n", + "\\begin{equation*}\n", + " \\begin{cases}\n", + " H'(t)&=H(t)( a-p-bP(t)),\\\\\n", + " P'(t)&=P(t)( -c -p +dH(t)).\n", + " \\end{cases}\n", + "\\end{equation*}\n", + "\n", + "où $a,b,c,d,p >0$. Le coefficient $a$ représente le taux de reproduction des sardines en l'abscence de requins, $c$ le taux de mortalité en l'abscence de sardines, $b$ le taux de mortalités des sardines mangés par les requins et $d$ le taux de reproduction des requins en fonction de la quantité de sardines mangées. Nous pêchons une même proportion $p$ de requins et de sardines ce qui se traduit par l'ajout de deux termes négatifs $-pH(t)$ et $-pP(t)$ dans les équations du modèle Lotka-Volterra.\n", + "\n", + "On suppose connues les populations de sardines et de requins à l'instant initial $t_0=0$ :\n", + "\n", + "\\begin{equation*}\n", + " \\begin{cases}\n", + " H(0) = H_0, \\\\\n", + " P(0) = P_0,\n", + " \\end{cases}\n", + "\\end{equation*}\n", + "où $H_0\\ge 0$ et $P_0\\ge 0$ sont donnés.\n", + "\n", + "Pour toutes les applications numériques, on choisit : $a=0.1$, $b=d=6\\cdot 10^{-5},$ $c=0.05$. On choisit une population initiale de $H_0=1500$ sardines et $P_0=500$ requins.\n", + "\n", + "**EXERCICE 2**\n", + "\n", + "> 1. Reprenez chacune des questions des Exercices 1-3 du TP02 pour ce modèle. Visualisez la solution pour les valeurs de p de la liste $ [0, 0.02, 0.04, 0.06] $. On pourra tracer le champs de vecteurs pour $ p = 0 $ uniquement.\n", + "> 2. Expliquez quel est l'impact de la pêche sur l'évolution des populations. Ce modèle permet-il d'expliquer les observations de d'Anconna sur la peche de la sardine dans la mer Adriatique (voir le cours)? Justifiez votre réponse.\n", + "> 3. Quelle espèce est favorisée par la pêche? " + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "image/png": { + "height": 547, + "width": 1014 + } + }, + "output_type": "display_data" + } + ], + "source": [ + "# Définition des paramètres\n", + "a, b, c, d = 0.1, 6e-5, 0.05, 6e-5\n", + "T, N = 200, 100\n", + "H0, P0 = 1500, 500\n", + "\n", + "def F(X, t, a, b, c, d, p):\n", + " \"\"\"Fonction second membre pour le système\"\"\"\n", + " x, y = X\n", + " return np.array([x * (a - p - b*y), y * (-c - p + d*x)])\n", + "\n", + "t = np.linspace(0, T, N+1)\n", + "sardines, requins = np.meshgrid(\n", + " np.linspace(0.1, 3000, 20),\n", + " np.linspace(0.1, 4500, 30)\n", + ")\n", + "fsardines = F((sardines, requins), t, a, b, c, d, 0)[0]\n", + "frequins = F((sardines, requins), t, a, b, c, d, 0)[1]\n", + "n_sndmb = np.sqrt(fsardines**2 + frequins**2) \n", + "\n", + "# On crée une figure à trois graphiques\n", + "fig = plt.figure(figsize=(12, 6))\n", + "ax = fig.add_subplot(1, 2, 2) # subplot pour le champ de vecteurs et le graphe sardines vs requins\n", + "axr = fig.add_subplot(2, 2, 1) # subplot pour le graphe du nombre de requins en fonction du temps\n", + "axs = fig.add_subplot(2, 2, 3) # subplot pour le graphe du nombre de sardines en fonction du temps \n", + "ax.quiver(sardines, requins, fsardines/n_sndmb, frequins/n_sndmb)\n", + "\n", + "list_p = [0, 0.02, 0.04, 0.06]\n", + "for k, pk in enumerate(list_p):\n", + " couleur = (0, k/len(list_p), 1-k/len(list_p))\n", + " X = odeint(F, np.array([H0, P0]), t, args=(a, b, c, d, pk))\n", + " \n", + " # Tracer la courbe parametrée (H(t),P(t)) \n", + " ax.plot(X[:, 0], X[:, 1], linewidth=2, color=couleur, label=f\"$p={pk}$\")\n", + " \n", + " # Tracer H en fonction du temps \n", + " axs.plot(t, X[:, 0], label=f\"Sardines pour p={pk}\", color=couleur)\n", + " \n", + " # Tracer P en fonction du temps\n", + " axr.plot(t, X[:, 1], label=f\"Requins pour p={pk}\", color=couleur)\n", + " \n", + "ax.axis('equal')\n", + "ax.set_title(\"Champ de vecteur du problème de Lotka-Volterra\")\n", + "ax.set_xlabel(\"Sardines\")\n", + "ax.set_ylabel(\"Requins\")\n", + "ax.legend()\n", + "\n", + "axr.set_xlabel(\"Temps t\")\n", + "axr.set_ylabel(\"Requins\")\n", + "\n", + "axs.set_xlabel(\"Temps t\")\n", + "axs.set_ylabel(\"Sardines\")\n", + "\n", + "axs.set_title('Evolution des sardines')\n", + "axr.set_title('Evolution des requins')\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "tags": [] + }, + "source": [ + "## 3. Schéma de Crank-Nicolson\n", + "\n", + "Le *schéma de Crank-Nicolson* consiste à construire la suite $ y^n $ des valeurs approchées de $ y( t^n ) $, $ n = 0, 1, \\ldots, N $, via les relations suivantes:\n", + "\n", + "\\begin{equation*}\n", + "\\left\\lbrace\n", + "\\begin{aligned}\n", + "& y^{ n+1 } = y^n + \\frac{\\Delta t}{ 2 }\\left( f( t_{ n }, y^{ n } ) + f( t_{ n+1 }, y^{ n+1 } )\n", + "\\right), \\quad n = 0, 1, 2, \\ldots, N-1, \\\\\n", + "& y^0 = y_0.\n", + "\\end{aligned}\n", + "\\right.\n", + "\\end{equation*}\n", + "\n", + "\n", + "**EXERCICE 3**\n", + "> 1. Le schéma de Crank-Nicolson est-il explicite ou implicite? Justifiez votre réponse. \n", + "> 2. Pour la fonction $ f $ définie par $ f( t, y ) = r y $ écrivez la relation qui donne $y^{n+1}$ en fonction de $y^n$ pour le schéma de Crank-Nicolson.\n", + "> 3. Programmez la méthode *crank_nicolson* afin de calculer la solution approchée du problème de Cauchy du modèle de Malthus. On écrira une fonction `crank_nicolson` qui prend en argument un nombre `y0` (la valeur initiale de la concentration), un nombre `T` (la longueur de l'intervalle de temps), un nombre $ N $ (le nombre de points) et un nombre `r` (le taux de croissance dans le modèle de Malthus), et qui retourne deux tableaux : `t`, constitué des instants $ 0, \\Delta t, 2 \\Delta t, \\ldots, N \\Delta t $, avec $ \\Delta t = T / N $, et `y`, constitué des valeurs de la solution approchée en ces instants. On étudiera le modèle de Malthus avec $ r = -4 $ et on prendra $ y_0 = 1 $, $ T = 16 $.\n", + "> 4. Pour la méthode d'Euler explicite et pour le schéma de Crank-Nicolson, tracez sur un même graphique, la solution exacte et les solutions approchées du modèle de Malthus pour les valeurs $ N = 31, 32, 33, 34$. \n", + "Commentez le graphique obtenu. Pour trouver une solution approchée du modèle de Malthus étudié quelle méthode numérique choisiriez-vous ? Expliquez votre choix. \n", + "> 5. Pour l'équation de Malthus, calculez et affichez les erreurs globales du schéma de Crank-Nicolson pour différentes valeurs de $\\Delta t$. Estimez l'ordre de convergence du schéma de Crank-Nicolson pour l'équation de Malthus. L'ordre de convergence du schéma de Crank-Nicolson est-il plus elevé que l'ordre de convergence du schéma d'Euler implicite?" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "def crank_nicolson(y0, T, N, r):\n", + " \"\"\"\n", + " schéma de Crank-Nicolson pour le modèle de Malthus \n", + " \n", + " Parameters\n", + " ----------\n", + " \n", + " y0: float\n", + " donnée initiale\n", + " T: float\n", + " instant final\n", + " N: int\n", + " nombre de pas de temps\n", + " r: float\n", + " taux de croissance dans le modèle de Malthus\n", + "\n", + " Returns\n", + " -------\n", + " \n", + " t: ndarray\n", + " les instants où la solution approchée est calculée\n", + " y: ndarray\n", + " les valeurs de la solution approchée par le theta-schema\n", + " \"\"\"\n", + " \n", + " dt = T / N\n", + " t = np.zeros(N+1)\n", + " y = np.zeros(N+1)\n", + " tk, yk = 0, y0\n", + " y[0] = yk\n", + " \n", + " for n in range(N):\n", + " tk += dt\n", + " yk *= (2 + dt * r) / (2 - dt * r)\n", + " y[n+1] = yk\n", + " t[n+1] = tk\n", + " \n", + " return t, y\n", + "\n", + "def euler_explicit(y0, T, N, r):\n", + " \"\"\"\n", + " schéma de d'Euler pour le modèle de Malthus \n", + " \n", + " Parameters\n", + " ----------\n", + " \n", + " y0: float\n", + " donnée initiale\n", + " T: float\n", + " instant final\n", + " N: int\n", + " nombre de pas de temps\n", + " r: float\n", + " taux de croissance dans le modèle de Malthus\n", + "\n", + " Returns\n", + " -------\n", + " \n", + " t: ndarray\n", + " les instants où la solution approchée est calculée\n", + " y: ndarray\n", + " les valeurs de la solution approchée par le theta-schema\n", + " \"\"\"\n", + " dt = T / N\n", + " t = np.zeros(N+1)\n", + " y = np.zeros(N+1)\n", + " tk, yk = 0, y0\n", + " y[0] = yk\n", + " \n", + " for n in range(N):\n", + " tk += dt\n", + " yk += dt * r * yk\n", + " y[n+1] = yk\n", + " t[n+1] = tk\n", + " \n", + " return t, y\n", + "\n", + "def solution_exacte(t):\n", + " \"\"\"\n", + " Fonction calculant la solution exacte du modèle de Malthus à l'instant t \n", + " \"\"\"\n", + " return y0 * np.exp(r * t)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0, 0.5, 'y')" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": { + "image/png": { + "height": 547, + "width": 1309 + } + }, + "output_type": "display_data" + } + ], + "source": [ + "# Définition des paramètres\n", + "r = -4\n", + "liste_N = [31, 32, 33, 34]\n", + "T = 16\n", + "y0 = 1\n", + "\n", + "t_exact = np.linspace(0, T, 1000)\n", + "\n", + "fig = plt.figure(figsize=(16, 6))\n", + "\n", + "# Schéma d'Euler explicite\n", + "ax = fig.add_subplot(1, 2, 1)\n", + "for n in liste_N:\n", + " t, y = euler_explicit(y0, T, n, r) # On calcule la fonction Euler pour chaque n\n", + " ax.scatter(t, y, label=f\"Solution approchée pour N={n}\")\n", + " \n", + "ax.plot(t_exact, solution_exacte(t_exact), label='Solution exacte')\n", + "ax.legend()\n", + "ax.axis('equal')\n", + "ax.set_title(\"Schéma d'Euler explicite\")\n", + "ax.set_xlabel(\"Temps t\")\n", + "ax.set_ylabel(\"y\")\n", + " \n", + "\n", + "# Schéma de Crank-Nicolson\n", + "ax = fig.add_subplot(1, 2, 2)\n", + "for n in liste_N:\n", + " t, y = crank_nicolson(y0, T, n, r) # On calcule la fonction Crank-Nicolson pour chaque n\n", + " ax.scatter(t, y, label=f\"Solution approchée pour N={n}\")\n", + "ax.plot(t_exact, solution_exacte(t_exact), label='Solution exacte')\n", + "ax.legend()\n", + "ax.set_title(\"Schéma de Crank-Nicolson\")\n", + "ax.set_xlabel(\"Temps t\")\n", + "ax.set_ylabel(\"y\")" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Delta_t = 1.600e-01, e = 5.255e-01\n", + "Delta_t = 1.600e-01, e = 2.715e-01\n", + "Delta_t = 1.600e-01, e = 5.853e-02\n", + "Delta_t = 1.600e-01, e = 1.266e-02\n", + "Delta_t = 1.600e-01, e = 3.173e-03\n", + "Delta_t = 1.600e-01, e = 5.030e-04\n", + "Delta_t = 1.600e-01, e = 1.256e-04\n" + ] + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": { + "image/png": { + "height": 547, + "width": 547 + } + }, + "output_type": "display_data" + } + ], + "source": [ + "liste_N = np.array([10, 20, 50, 100, 200, 500, 1000])\n", + "liste_delta = T / liste_N\n", + "liste_erreur = np.zeros(liste_N.size)\n", + "\n", + "for k, n in enumerate(liste_N):\n", + " t, sol_appr = crank_nicolson(y0, T, n, r)\n", + " sol_ex = solution_exacte(t)\n", + " erreur = np.max(np.abs(sol_appr - sol_ex))\n", + " #erreur = np.linalg.norm(sol_appr - sol_ex, np.inf)\n", + " print(f\"Delta_t = {T / N:10.3e}, e = {erreur:10.3e}\")\n", + " liste_erreur[k] = erreur\n", + "\n", + "fig = plt.figure(figsize=(6, 6))\n", + "ax = fig.add_subplot(1, 1, 1)\n", + "\n", + "ax.scatter(liste_delta, liste_erreur, color=\"black\")\n", + "for p in [0.5, 1, 2]:\n", + " C = liste_erreur[-1] / (liste_delta[-1] ** p)\n", + " plt.plot(liste_delta, C * liste_delta ** p, label=f\"$p={p}$\")\n", + "ax.set_title(\"Erreur du schéma de Crank-Nicolson\")\n", + "ax.set_xlabel(r\"$\\Delta t$\")\n", + "ax.set_ylabel(r\"$e(\\Delta t)$\")\n", + "ax.set_xscale(\"log\")\n", + "ax.set_yscale(\"log\")\n", + "ax.legend()\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.8" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/Calculs Numériques/DM2.ipynb b/Calculs Numériques/DM2.ipynb new file mode 100644 index 0000000..d232d8f --- /dev/null +++ b/Calculs Numériques/DM2.ipynb @@ -0,0 +1,578 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "DEVOIR MAISON 2\n", + "\n", + "---\n", + "# Splines cubiques\n", + "---" + ] + }, + { + "cell_type": "code", + "execution_count": 193, + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "import numpy as np\n", + "import matplotlib.pyplot as plt" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**IMPORTANT** \n", + "> 1. Dans ce DM on demande d'essayer d'éviter l'utilisation de boucles `for` dans *les définitions de fonctions*. Une solution utilisant des commandes vectorielles (commandes de `numpy`) apportera plus de points qu'une solution utilisant des boucles `for`.\n", + "> 2. Tout graphique doit avoir un titre et une légende." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "L'un des problèmes d'approximation d'une fonction par son polynome interpolateur de Lagrange est le phénomène de Runge: le fait que le polynome interpolateur ne tend pas forcément vers la fonction interpolée quand le nombre de points d'interpolation augmente. L'une des solutions possibles à ce problème est la segmentation: on approche la fonction par des fonctions polynomiales *par morceaux*. Dans ce cas, pour améliorer l'approximation on augmente le nombre de morceaux et non le dégré des polynomes. Ceci est l'idée des *splines*." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Définition\n", + "On considère sur un segment $ [ a, b ] $ une division $ a = x_0 < x_1 < \\ldots < x_N = b $ définie par $ N + 1 $ points $ x_0, x_1, x_2, \\ldots, x_N $. Une fonction $ s : [ a, b ] \\to \\mathbb{R} $ est appelée *spline* cubique relative aux noeuds $ x_i $ si \n", + "- $ s $ est une fonction $ C^2 $ sur $ [a, b ] $: $ s \\in C^2( [ a, b ] ) $ et\n", + "- sur chaque intervalle $ [ x_{ i }, x_{i+1} ] $ la fonction $ s $ est un polynome de degré $ 3 $: $ s_i \\in \\mathbb{R}_3[ X ] $, où $ s_i = \\left. s \\right|_{ [ x_{ i }, x_{i+1} ] } $, $ i = 0, 1, \\ldots, N-1 $.\n", + "\n", + "On dit qu'une spline $ s $ est une spline d'interpolation aux points $ ( x_i, y_i ) $, $ i = 0, 1, \\ldots, N $, si en plus\n", + "- $ s( x_i ) = y_i $, $ i = 0, 1, \\ldots, N $. " + ] + }, + { + "cell_type": "markdown", + "metadata": { + "tags": [] + }, + "source": [ + "## Construction\n", + "\n", + "Dans ce qui suit nous allons utiliser la notation suivante: on dénote $ h_i = x_{ i + 1 } - x_i $, $ i = 0, 1, \\ldots, N-1 $, et on appelle différences divisées $ \\delta y $ les expressions définies par\n", + "\\begin{equation*}\n", + "\\delta y[ x_{ i + 1 }, x_i ] = \\frac{ y_{ i + 1 } - y_i }{ x_{ i+1 } - x_i }, \\quad i = 0, 1, \\ldots, N-1.\n", + "\\end{equation*}\n", + "\n", + "Pour chaque intervalle $ [ x_{ i }, x_{i+1} ] $, $ i = 0, 1, \\ldots, N-1 $, nous allons construire le polynome $ s_i $ ( la restriction de $ s $ sur $ [ x_{ i }, x_{i+1} ] $) comme le polynome de degré 3 vérifiant les conditions\n", + "\\begin{equation*}\n", + "\\begin{aligned}\n", + "& s_i( x_{ i } ) = y_{ i }, & s_i( x_{i+1} ) = y_{i+1}, \\\\\n", + "& s'_i( x_{ i } ) = p_{ i }, & s'_i( x_{i+1} ) = p_{i+1}, \\\\\n", + "\\end{aligned}\n", + "\\tag{1}\n", + "\\end{equation*}\n", + "avec $ p_0, p_1, \\ldots, p_N $ (les pentes) données. On peut montrer que pour tous $ y_{i}, y_{i+1}, p_{i}, p_{i+1} $ il existe unique polynome $ s_i $ de degré 3 vérifiant les 4 conditions (1). Comment choisir les pentes $ p_0, p_1, \\ldots, p_N $? On va choisir les valeurs $ p_1, \\ldots, p_{N-1} $ de telle sorte que la fonction $ s $ soit $ C^2 $ sur $ [ a, b ] $. Plus particulièrement, il est possible de montrer que pour que $ s_{i-1}''( x_{i} ) = s_{i}''( x_i ) $, $ i = 1, 2, \\ldots, N-1 $, il faut que $ p_1, p_2, \\ldots, p_{N-1} $ vérifient le système linéaire suivant:" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\\begin{equation*}\n", + "\\begin{pmatrix}\n", + "2\\left( \\frac{1}{h_0} + \\frac{1}{h_1} \\right) & \\frac{1}{h_1} & & \\ldots & \\\\\n", + "\\frac{1}{h_1} & 2\\left( \\frac{1}{h_1} + \\frac{1}{h_2} \\right) & \\frac{1}{h_2} & & \\\\\n", + " & \\frac{1}{h_2} & 2\\left( \\frac{1}{h_2} + \\frac{1}{h_3} \\right) & & \\\\\n", + " & & \\ldots & & \\frac{1}{h_{ N - 2 }} \\\\\n", + " & & & \\frac{1}{h_{ N - 2 }} & 2\\left( \\frac{1}{h_{N-2}} + \\frac{1}{h_{N-1}} \\right)\n", + "\\end{pmatrix}\n", + "\\begin{pmatrix}\n", + "p_1 \\\\\n", + "p_2 \\\\\n", + "p_3 \\\\\n", + "\\ldots \\\\\n", + "p_{ N - 1 }\n", + "\\end{pmatrix} = \n", + "\\begin{pmatrix}\n", + "\\hat c_1 \\\\\n", + "c_2 \\\\\n", + "c_3 \\\\\n", + "\\ldots \\\\\n", + "\\hat c_{ N - 1 }\n", + "\\end{pmatrix}\n", + "\\tag{2}\n", + "\\end{equation*}\n", + "avec $ c_i $ donné par la formule \n", + "\\begin{equation}\n", + "\\begin{aligned}\n", + "& c_i = 3 \\left( \\frac{ \\delta y [ x_i, x_{ i -1 } ] }{ h_{ i - 1 } } + \\frac{ \\delta y[ x_{ i + 1 }, x_i ] }{ h_i } \\right), \\quad i = 1, 2, \\ldots, N - 1, \\text{ et } \\\\\n", + "& \\hat c_1 = c_1 - \\frac{ p_0 }{h_0 }, \\quad \\hat c_{ N-1 } = c_{ N-1 } - \\frac{ p_N }{ h_{N-1} }.\n", + "\\end{aligned}\n", + "\\end{equation}" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Dans ce DM nous allons étudier les splines dites *scellées*, i.e. nous allons préscire les valeurs de la dérivée de la spline au bord de l'intervalle $ [ a,b ] $.\n", + "En d'autres termes nous allons préscrire les valeurs $ p_0 $, $ p_N $. Notamment si on cherche une spline interpolant une fonction $ f $ aux points $ x_0, x_1, \\ldots, x_N $, i.e. telle que $ s( x_i ) = f( x_i ) $ pour tout $ i $, alors nous allons imposer les conditions aux bords suivantes\n", + "$$\n", + "s'_0( a ) = f'( a ), \\quad s'_{N-1}(b) = f'( b ).\n", + "$$\n", + "Ces conditions nous donnent donc les valeurs des pentes $ p_0 $ et $ p_N $: $ p_0 = f'( a ) $, $ p_N = f'( b ) $. Etant donné les valeurs de $ p_0 $ et $ p_N $ on peur résoudre le système (2) pour trouver les valeurs $ p_1, p_2, \\ldots, p_{N-1} $." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Question 1.** Proposer une fonction `M` qui prend en argument un tableau `x` contenant les valeurs $ x_0, x_1, \\ldots, x_{N} $ et qui retourne la matrice du système (2). On essayera d'eviter l'utilisation de boucle. Pour construire une matrice tridiagonale on pourra utiliser la commande `diag` du module `numpy`. Testez votre fonction sur un vecteur `x` contenant peu de points." + ] + }, + { + "cell_type": "code", + "execution_count": 194, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[[4. 1. 0.]\n", + " [1. 4. 1.]\n", + " [0. 1. 4.]]\n" + ] + } + ], + "source": [ + "def M(x):\n", + " \"\"\"\n", + " Retourne la matrice du système (2)\n", + " \n", + " Parameters\n", + " ----------\n", + " \n", + " x: ndarray\n", + " vecteurs contenant les valeurs [x0, x1, ..., xN]\n", + " \n", + " Returns\n", + " -------\n", + " \n", + " out: ndarray\n", + " matrice du système (2)\n", + " \"\"\"\n", + " h = x[1:] - x[:-1] # x[i+1] - x[i]\n", + " return np.diag(2*(1/h[:-1] + 1/h[1:])) + np.diag(1/h[1:-1], k=-1) + np.diag(1/h[1:-1], k=1)\n", + " \n", + "# Test\n", + "print(M(np.array([0, 1, 2, 3, 4])))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Question 2.** Proposer une fonction `sprime` qui prend en argument deux tableaux `x` et `y` de meme taille $ N + 1 $ et deux réels `p0` et `pN` et qui retourne un vecteur de taille $ N - 1 $ des valeurs $ p_1, p_2, \\ldots, p_{N-1} $ solution du système (2). On essayera d'eviter l'utilisation de boucle. Pour résoudre un système linéaire on pourra se servir de la commande `solve` du module `numpy.linalg`." + ] + }, + { + "cell_type": "code", + "execution_count": 195, + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "def sprime(x, y, p0, pN):\n", + " \"\"\"\n", + " Retourne la solution du système (2)\n", + " \n", + " Parameters\n", + " ----------\n", + " \n", + " x: ndarray\n", + " vecteurs contenant les valeurs [x0, x1, ..., xN]\n", + " y: ndarray\n", + " vecteurs contenant les valeurs [y0, y1, ..., yN]\n", + " p0: int\n", + " première valeur du vecteur p\n", + " pN: int\n", + " N-ième valeur du vecteur p\n", + " \n", + " Returns\n", + " -------\n", + " \n", + " out: ndarray\n", + " solution du système (2)\n", + " \"\"\"\n", + " h = x[1:] - x[:-1]\n", + " delta_y = (y[1:] - y[:-1]) / h\n", + " c = 3 * (delta_y[1:]/h[1:] + delta_y[:-1]/h[:-1])\n", + " c[0] -= p0/h[0]\n", + " c[-1] -= pN/h[-1]\n", + " return np.linalg.solve(M(x), c)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Nous nous proposons de construire une interpolation par spline cubique de la fonction $f$ suivante:\n", + "$$\n", + "f( x ) = \\frac{ 1 }{ 1 + x^2 }. \n", + "$$\n", + "On va considérer cette fonction sur l'intervalle $ [ -5, 5 ] $." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Question 3.** \n", + "> 1. Définir la fonction `f` et sa dérivée `fprime`\n", + "> 2. Tracer dans une fenetre graphique le graphe de la dérivée de $ f $ sur $ [-5,5] $. Pour tester la fonction `sprime` definir un vecteur `x` de $ N+1 $ points équirepartis entre $ a = -5 $ et $ b =5 $ (on peut prendre $ N = 20 $, par exemple) et construire le vecteur de pentes `p`. Tracer les pentes `p` en fonction de `x` à l'aide de la commande `ax.scatter` *dans la meme fenetre graphique*. Vérifier que les valeurs $p_0, p_1, \\ldots, p_N$ fournissent une bonne approximation de la dérivée de $ f $. On peut essayer d'obtenir une figure qui ressemble à celle-ci:\n", + "
\n", + "\n", + "
" + ] + }, + { + "cell_type": "code", + "execution_count": 196, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 1.0, 'Les pentes de la spline cubique')" + ] + }, + "execution_count": 196, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "def f(x):\n", + " \"\"\"\n", + " Retourne la fonction f évaluée aux points x\n", + " \n", + " Parameters\n", + " ----------\n", + " \n", + " x: ndarray\n", + " vecteurs contenant les valeurs [x0, x1, ..., xN]\n", + " \n", + " Returns\n", + " -------\n", + " \n", + " out: ndarray\n", + " Valeur de la fonction f aux points x\n", + " \"\"\"\n", + " return 1 / (1 + x**2)\n", + "\n", + "def fprime(x):\n", + " \"\"\"\n", + " Retourne la fonction dérivée de f évaluée aux points x\n", + " \n", + " Parameters\n", + " ----------\n", + " \n", + " x: ndarray\n", + " vecteurs contenant les valeurs [x0, x1, ..., xN]\n", + " \n", + " Returns\n", + " -------\n", + " \n", + " out: ndarray\n", + " Valeur de la fonction dérivée de f aux points x\n", + " \"\"\"\n", + " return -2*x/((1+x**2)**2)\n", + "\n", + "# Paramètres \n", + "xx = np.linspace(-5, 5, 200)\n", + "x = np.linspace(-5, 5, 21)\n", + "pi = sprime(x, f(x), fprime(-5), fprime(5))\n", + "\n", + "# Graphique\n", + "fig, ax = plt.subplots(figsize=(6, 6))\n", + "ax.plot(xx, fprime(xx), label=f'$f\\'$', color='red')\n", + "ax.scatter(x[1:-1], pi, label=f'$p_i$')\n", + "ax.legend()\n", + "ax.set_xlabel(f'$x$')\n", + "ax.set_ylabel(f'$f(x)$')\n", + "ax.set_title('Les pentes de la spline cubique')" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "jp-MarkdownHeadingCollapsed": true, + "tags": [] + }, + "source": [ + "#### Après avoir determiné les pentes $ p_0, p_1, \\ldots, p_N $ nous allons trouver les expressions explicites pour les polynomes cubiques $ s_i $. Nous supposons que les polynomes cubiques $ s_i $ sont donnés par la formule\n", + "\n", + "$$\n", + "s_i( x ) = a_i + b_i ( x - x_i ) + c_i ( x - x_i )^2 + d_i( x - x_i )^3, \\quad i = 0, 1, \\ldots, N-1.\n", + "\\tag{3}\n", + "$$\n", + "\n", + "**Question 4.** Montrer que si $ s_i $ vérifie (1), alors les coéficients $ a_i, b_i, c_i, d_i $ sont donnés par les formules suivantes pour $ i = 0, 1, \\ldots, N-1 $ :\n", + "\n", + "$$\n", + "\\begin{aligned}\n", + "& a_i = y_i, \\\\\n", + "& b_i = p_i, \\\\\n", + "& c_i = \\frac{ 3 }{ h_i } \\delta y[ x_{ i + 1 }, x_i ] - \\frac{ p_{ i + 1 } + 2 p_i }{ h_i } \\\\\n", + "& d_i = \\frac{ 1 }{ h_{i}^2 }( p_{i+1} + p_{ i } ) - \\frac{ 2 }{ h_{i}^2 } \\delta y[ x_{i+1}, x_{i} ].\n", + "\\end{aligned}\n", + "$$" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Question 5.** Programmer une fonction `splines` qui prend en argument un `ndarray` `x` et un `ndarray` `y` de meme taille $ N + 1 $ et deux réels `p0` et `pN` et qui retourne un tableau `S` de taille $ ( N, 4 ) $ tel que la $i$-ème ligne de $ S $ contient les valeurs $ a_i, b_i, c_i, d_i $. (On essayera d'éviter l'utilisation de boucle.)" + ] + }, + { + "cell_type": "code", + "execution_count": 197, + "metadata": {}, + "outputs": [], + "source": [ + "def splines(x, y, p0, pN):\n", + " \"\"\"\n", + " Retourne la matrice S de taille (4, N)\n", + " \n", + " Parameters\n", + " ----------\n", + " \n", + " x: ndarray\n", + " vecteurs contenant les valeurs [x0, x1, ..., xN]\n", + " y: ndarray\n", + " vecteurs contenant les valeurs [x0, x1, ..., xN]\n", + " p0: int\n", + " première valeur du vecteur p\n", + " pN: int\n", + " N-ième valeur du vecteur p\n", + " \n", + " Returns\n", + " -------\n", + " \n", + " out: ndarray\n", + " Matrice S de taille (4, N) tel que la i-ième ligne contient les valeurs a_i, b_i, c_i et d_i\n", + " \"\"\"\n", + " h = x[1:] - x[:-1]\n", + " delta_y = (y[1:] - y[:-1]) / h\n", + " \n", + " a = y\n", + " b = np.concatenate((np.array([p0]), sprime(x, y, p0, pN), np.array([pN])))\n", + " c = 3/h * delta_y - (b[1:] + 2*b[:-1]) / h\n", + " d = 1/h**2 * (b[1:] + b[:-1]) - 2/h**2 * delta_y\n", + " return np.transpose([a[:-1], b[:-1], c, d])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Question 6.** Dans cette question nous allons tester la fonction `splines`\n", + "> 1. Créer un vecteur `x` de $ N + 1 $ points equirepartis entre $a = -5 $ et $ b = 5 $ et un vecteur `y` de $ N + 1 $ points aléatoires entre $ 0 $ et $ 1 $ (on pourra prendre $ N = 5 $, par exemple). \n", + "> 2. Construire la spline cubique scellée $ s $ d'interpolation aux points $ (x_i, y_i) $, $ i = 0, 1, \\ldots, N$ à l'aide de la fonction `splines`. On pourra prendre $ p_0 = p_N = 0 $ comme valeurs de pente aux bords.\n", + "> 3. Tracer le graphe de $ s $ sur $ [ a, b ] $. Ajouter le nuage de points $ (x_i, y_i) $, $ i = 0, 1, \\ldots, N $. Vérifier que le graphe de $ s $ passe par les points $ ( x_i, y_i ) $.\n", + "\n", + "Pour tracer le graphe de la spline construite à l'aide de la fonction `splines` pour des points *équirepartis* `x` on pourra utiliser la fonction `spline_eval` définie ci-dessous. Elle prend en argument un vecteur `x` des noeuds de la spline (de taille $N+1$) *équirepartis*, un vecteur `xx` des points où on veut evaluer les valeurs de la spline et un tableau `S` de taille $ (N, 4) $ tel que la $i$-ème ligne de $ S $ contient les coefficients $ a_i, b_i, c_i, d_i $ de la resctriction de la spline à l'intervalle $ [ x[ i ], x[ i + 1 ] ] $ comme définis dans la formule (3). Elle retourne le tableau des valeurs de la spline aux points de `xx`." + ] + }, + { + "cell_type": "code", + "execution_count": 198, + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "def spline_eval( x, xx, S ):\n", + " \"\"\"\n", + " Evalue une spline définie par des noeuds équirepartis\n", + " \n", + " Parameters\n", + " ----------\n", + " \n", + " x: ndarray\n", + " noeuds définissant la spline\n", + " \n", + " xx: ndarray\n", + " abscisses des points d'évaluation\n", + " \n", + " S: ndarray\n", + " de taille (x.size-1, 4)\n", + " tableau dont la i-ème ligne contient les coéficients du polynome cubique qui est la restriction\n", + " de la spline à l'intervalle [x_i, x_{i+1}]\n", + " \n", + " Returns\n", + " -------\n", + " \n", + " ndarray\n", + " ordonnées des points d'évaluation\n", + " \"\"\"\n", + " ind = ( np.floor( ( xx - x[ 0 ] ) / ( x[ 1 ] - x[ 0 ] ) ) ).astype( int )\n", + " ind = np.where( ind == x.size-1, ind - 1 , ind )\n", + " yy = S[ ind, 0 ] + S[ ind, 1 ] * ( xx - x[ ind ] ) + \\\n", + " S[ ind, 2 ] * ( xx - x[ ind ] )**2 + S[ ind, 3 ] * ( xx - x[ ind ] )**3\n", + " return yy" + ] + }, + { + "cell_type": "code", + "execution_count": 210, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 1.0, 'Evaluation de la spline cubique')" + ] + }, + "execution_count": 210, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Paramètres \n", + "x = np.linspace(-5, 5, 6)\n", + "y = np.random.rand(5+1)\n", + "xx = np.linspace(-5, 5, 200)\n", + "s = splines(x, y, 0, 0)\n", + "s_eval = spline_eval(x, xx, s)\n", + "\n", + "# Graphique\n", + "fig, ax = plt.subplots(figsize=(6, 6))\n", + "ax.plot(xx, s_eval, label='spline cubique interpolateur', color='red')\n", + "ax.scatter(x, y, label=f'$(x_i, y_i)$')\n", + "ax.legend()\n", + "ax.set_xlabel(f'$x$')\n", + "ax.set_ylabel(f'$f(x)$')\n", + "ax.set_title('Evaluation de la spline cubique')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Question 7.** Pour chacune des valeurs de $ N = 4, 9, 19 $ créer un vecteur `x` de $ N + 1 $ points équirepartis entre $ a $ et $ b $. Tracer dans la meme fenetre graphique la fonction $ f $ et ses splines cubiques interpolateurs aux noeuds définis par le vecteur `x` pour des différentes valeurs de $ N $. Commenter les résultats obtenus. Comparer avec les résultats de la Question 3 du TP05." + ] + }, + { + "cell_type": "code", + "execution_count": 205, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 1.0, 'Evaluation de la spline cubique')" + ] + }, + "execution_count": 205, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Paramètres \n", + "a, b = -5, 5\n", + "N_list = [4, 9, 19]\n", + "\n", + "# Graphique\n", + "fig, ax = plt.subplots(figsize=(15, 6))\n", + "\n", + "for N in N_list:\n", + " x = np.linspace(a, b, N+1)\n", + " xx = np.linspace(a, b, 200)\n", + " s = splines(x, f(x), 0, 0)\n", + " s_eval = spline_eval(x, xx, s)\n", + " ax.plot(xx, s_eval, label=f'Spline cubique interpolateur pour N={N}')\n", + " ax.scatter(x, f(x), label=f'f(x) pour N={N}')\n", + " \n", + "ax.legend()\n", + "ax.set_xlabel(f'$x$')\n", + "ax.set_ylabel(f'$f(x)$')\n", + "ax.set_title('Evaluation de la spline cubique')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.8" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/Calculs Numériques/DM3.ipynb b/Calculs Numériques/DM3.ipynb new file mode 100644 index 0000000..841a81c --- /dev/null +++ b/Calculs Numériques/DM3.ipynb @@ -0,0 +1,783 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "DEVOIR MAISON 3\n", + "\n", + "---\n", + "# Formule de quadrature de Fejér\n", + "---" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "import numpy as np\n", + "from scipy.special import roots_legendre\n", + "from scipy.integrate import quad\n", + "import matplotlib.pyplot as plt" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Le but de ce DM est de programmer la méthode de quadrature de Fejér pour calculer l'intégrale \n", + "\\begin{equation*}\n", + "I(f) = \\int\\limits_{-1}^{1} f( x ) dx,\n", + "\\end{equation*}\n", + "où $ f $ est une fonction continue sur $ [ -1, 1 ] $, et de la comparer avec la méthode de Gauss et la formule composée de Simpson." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Nous allons tester les différentes méthodes de quadrature sur les fonctions suivantes:\n", + "\\begin{align*}\n", + "& f_0( x ) = e^x, \\quad f_1( x ) = \\frac{ 1 }{ 1 + 16 x^2 }, \\\\\n", + "& f_2( x ) = | x^2 - 0.25 |^3, \\quad f_3( x ) = | x + 0.5 |^{1/2}. \n", + "\\end{align*}\n", + "\n", + "On remarque que $ f_0 $ est une fonction entière, $ f_1 $ est analytique au voisinage de $ [ -1, 1 ] $, $ f_2 \\in C^3 $ et $ f_3 \\in C $.\n", + "\n", + "**Question 1.**\n", + "> Définir les fonctions $ f_i $, $ i = 0, 1, 2, 3 $. " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "def f0(x): \n", + " return np.exp(x)\n", + "\n", + "def f1(x):\n", + " return 1 / (1 + 16*np.power(x, 2))\n", + "\n", + "def f2(x):\n", + " return np.power(np.abs(x**2 - 1/4), 3)\n", + "\n", + "def f3(x):\n", + " return np.power(np.abs(x+1/2), 1/2)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Formule de quadrature de Gauss à $ N $ points\n", + "\n", + "On rappelle que la formule de quadrature de Gauss à $ N $ points est la formule qui s'écrit sous la forme \n", + "\\begin{equation*}\n", + "J_G( f ) = \\sum\\limits_{ k = 1 }^N \\lambda_k f( x_k ),\n", + "\\tag{1}\n", + "\\end{equation*}\n", + "où les points $ x_k $, $ k = 1, \\ldots, N $, sont les racines du polynome de Legendre $ P_N $ défini par recurrence via la formule:\n", + "\\begin{align*}\n", + "& P_0( x ) = 1, \\\\\n", + "& P_1( x ) = x, \\\\\n", + "& P_{ N }( x ) = \\frac{ ( 2 N - 1 ) x P_{ N - 1 }( x ) - ( N - 1 ) P_{ N - 2 }( x ) }{ N }\n", + "\\end{align*}\n", + "et $ \\lambda_k $ sont donnés par la formule\n", + "\\begin{equation*}\n", + "\\lambda_k = \\frac{ 1 - x_k^2 }{ N P^2_{ N-1 }( x_k ) }.\n", + "\\end{equation*}\n", + "\n", + "\n", + "**Question 2.** \n", + "> 1. Programmez une fonction `gauss` qui prend en argument une fonction `f` et un entier `N` et qui retourne une valeur approchée de $ I(f) $ obtenue par la formule de quadrature de Gauss (1). On pourra utiliser la fonction `roots_legendre` du module `scipy.special`.\n", + "> 2. Tester votre fonction en comparant la valeur de $ \\int\\limits_{-1}^1 f_i(x)dx $ calculée à l'aide de la fonction `quad` de `scipy.integrate` et à l'aide de votre fonction `gauss` pour les fonction $ f_i $, $ i = 0, 1, 2, 3 $." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "def gauss(f, N):\n", + " roots, weights = roots_legendre(N)\n", + " return np.sum(weights * f(roots))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Calcule de I(f) par la méthode de gauss et par la formule quadratique pour la fonction f0\n", + "Pour n = 1, gauss = 2.0 et quad = 2.3504023872876028\n", + "Pour n = 2, gauss = 2.3426960879097307 et quad = 2.3504023872876028\n", + "Pour n = 3, gauss = 2.3503369286800115 et quad = 2.3504023872876028\n", + "Pour n = 4, gauss = 2.3504020921563766 et quad = 2.3504023872876028\n", + "Pour n = 5, gauss = 2.350402386462826 et quad = 2.3504023872876028\n", + "Pour n = 6, gauss = 2.3504023872860342 et quad = 2.3504023872876028\n", + "Pour n = 7, gauss = 2.3504023872876014 et quad = 2.3504023872876028\n", + "Pour n = 8, gauss = 2.3504023872876028 et quad = 2.3504023872876028\n", + "Pour n = 9, gauss = 2.3504023872876023 et quad = 2.3504023872876028\n", + "Pour n = 10, gauss = 2.350402387287602 et quad = 2.3504023872876028\n", + "\n", + "Calcule de I(f) par la méthode de gauss et par la formule quadratique pour la fonction f1\n", + "Pour n = 1, gauss = 2.0 et quad = 0.6629088318340162\n", + "Pour n = 2, gauss = 0.31578947368421056 et quad = 0.6629088318340162\n", + "Pour n = 3, gauss = 0.9937106918238988 et quad = 0.6629088318340162\n", + "Pour n = 4, gauss = 0.5118212522733177 et quad = 0.6629088318340162\n", + "Pour n = 5, gauss = 0.7721547547946116 et quad = 0.6629088318340162\n", + "Pour n = 6, gauss = 0.6029222321445539 et quad = 0.6629088318340162\n", + "Pour n = 7, gauss = 0.7019205771618546 et quad = 0.6629088318340162\n", + "Pour n = 8, gauss = 0.6400200424327264 et quad = 0.6629088318340162\n", + "Pour n = 9, gauss = 0.6772078574245298 et quad = 0.6629088318340162\n", + "Pour n = 10, gauss = 0.6543127409862085 et quad = 0.6629088318340162\n", + "\n", + "Calcule de I(f) par la méthode de gauss et par la formule quadratique pour la fonction f2\n", + "Pour n = 1, gauss = 0.03125 et quad = 0.09375000000000001\n", + "Pour n = 2, gauss = 0.0011574074074074067 et quad = 0.09375000000000001\n", + "Pour n = 3, gauss = 0.06152777777777782 et quad = 0.09375000000000001\n", + "Pour n = 4, gauss = 0.08579899983141438 et quad = 0.09375000000000001\n", + "Pour n = 5, gauss = 0.09724206349206342 et quad = 0.09375000000000001\n", + "Pour n = 6, gauss = 0.09293246353076502 et quad = 0.09375000000000001\n", + "Pour n = 7, gauss = 0.09347309930500289 et quad = 0.09375000000000001\n", + "Pour n = 8, gauss = 0.09415589118481105 et quad = 0.09375000000000001\n", + "Pour n = 9, gauss = 0.0935821376879856 et quad = 0.09375000000000001\n", + "Pour n = 10, gauss = 0.09370357485096373 et quad = 0.09375000000000001\n", + "\n", + "Calcule de I(f) par la méthode de gauss et par la formule quadratique pour la fonction f3\n", + "Pour n = 1, gauss = 1.4142135623730951 et quad = 1.4604471317871044\n", + "Pour n = 2, gauss = 1.3160740129524924 et quad = 1.4604471317871044\n", + "Pour n = 3, gauss = 1.5468727439784977 et quad = 1.4604471317871044\n", + "Pour n = 4, gauss = 1.4734441274369583 et quad = 1.4604471317871044\n", + "Pour n = 5, gauss = 1.4158420574869128 et quad = 1.4604471317871044\n", + "Pour n = 6, gauss = 1.4926838373564866 et quad = 1.4604471317871044\n", + "Pour n = 7, gauss = 1.467885304909335 et quad = 1.4604471317871044\n", + "Pour n = 8, gauss = 1.4370627889357577 et quad = 1.4604471317871044\n", + "Pour n = 9, gauss = 1.4783803880783275 et quad = 1.4604471317871044\n", + "Pour n = 10, gauss = 1.4652835957768406 et quad = 1.4604471317871044\n", + "\n" + ] + } + ], + "source": [ + "for f in [f0, f1, f2, f3]:\n", + " print(f'Calcule de I(f) par la méthode de gauss et par la formule quadratique pour la fonction {f.__name__}')\n", + " for n in range(1, 11):\n", + " print(f\"Pour n = {n}, gauss = {gauss(f, n)} et quad = {quad(f, -1, 1)[0]}\")\n", + " print('')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Formule composée de Simpson à $ N $ points \n", + "\n", + "On remarque que la formule de quadrature de Gauss à $ N $ points (1) utilise exactement $ N $ *points de quadrature*, i.e. $ N $ points où $ f $ est évaluée. \n", + "\n", + "La formule composée de Simpson utilise toujours un nombre *impair* de points de quadrature. Plus particulièrment, la formule composée de Simpson à $ N $ points de quadrature, pour $ N $ impair, s'écrit\n", + "\\begin{equation*}\n", + "J_S( f ) = \\frac{ h }{ 3 } \\sum\\limits_{ k = 1 }^{ m }[ f( x_{ 2k - 2 } ) + 4 f( x_{2k - 1} ) + f( x_{ 2k } ) ]\n", + "\\tag{2}\n", + "\\end{equation*}\n", + "où $ m = N // 2 $, $ h = \\frac{ b - a }{ 2m } $, $ x_k = a + k h $.\n", + "\n", + "**Question 3.** \n", + "> 1. Programmez une fonction `simpson` qui prend en argument une fonction `f` et un entier impair `N` et qui retourne une valeur approchée de $ I(f) $ obtenue par la formule composée de Simpson à $ N $ points de quadrature (2). *On privilégiera une implémentation qui n'utilise pas de boucle for.* \n", + "> 2. Tester votre fonction en comparant la valeur de $ \\int\\limits_{-1}^1 f_i(x)dx $ calculée à l'aide de la fonction `quad` de `scipy.integrate` et à l'aide de votre fonction `simpson` pour les fonction $ f_i $, $ i = 0, 1, 2, 3 $." + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [], + "source": [ + "def simpson(f, N):\n", + " if N % 2 == 0:\n", + " raise ValueError(\"N doit est impair.\")\n", + " \n", + " h = 2 / (2 * (N - 1) // 2)\n", + " fx = f(np.linspace(-1, 1, N))\n", + " \n", + " return (h / 3) * (fx[0] + 4 * fx[1:-1:2].sum() + 2 * fx[2:-1:2].sum() + fx[-1])" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Calcule de I(f) par la méthode de simpson et par la formule quadratique pour la fonction f0\n", + "Pour n = 3, simpson = 2.362053756543496 et quad = 2.3504023872876028\n", + "Pour n = 5, simpson = 2.3511948318802554 et quad = 2.3504023872876028\n", + "Pour n = 7, simpson = 2.350561486811035 et quad = 2.3504023872876028\n", + "Pour n = 9, simpson = 2.3504530172422795 et quad = 2.3504023872876028\n", + "Pour n = 11, simpson = 2.3504231806814837 et quad = 2.3504023872876028\n", + "Pour n = 13, simpson = 2.350412429522249 et quad = 2.3504023872876028\n", + "Pour n = 15, simpson = 2.3504078125830676 et quad = 2.3504023872876028\n", + "\n", + "Calcule de I(f) par la méthode de simpson et par la formule quadratique pour la fonction f1\n", + "Pour n = 3, simpson = 1.372549019607843 et quad = 0.6629088318340162\n", + "Pour n = 5, simpson = 0.6196078431372549 et quad = 0.6629088318340162\n", + "Pour n = 7, simpson = 0.7271053809651714 et quad = 0.6629088318340162\n", + "Pour n = 9, simpson = 0.6431372549019607 et quad = 0.6629088318340162\n", + "Pour n = 11, simpson = 0.6738214805917826 et quad = 0.6629088318340162\n", + "Pour n = 13, simpson = 0.6583227633851206 et quad = 0.6629088318340162\n", + "Pour n = 15, simpson = 0.6650749418306187 et quad = 0.6629088318340162\n", + "\n", + "Calcule de I(f) par la méthode de simpson et par la formule quadratique pour la fonction f2\n", + "Pour n = 3, simpson = 0.3020833333333333 et quad = 0.09375000000000001\n", + "Pour n = 5, simpson = 0.14583333333333331 et quad = 0.09375000000000001\n", + "Pour n = 7, simpson = 0.10842001981405272 et quad = 0.09375000000000001\n", + "Pour n = 9, simpson = 0.09765625 et quad = 0.09375000000000001\n", + "Pour n = 11, simpson = 0.09526680000000004 et quad = 0.09375000000000001\n", + "Pour n = 13, simpson = 0.09473593964334705 et quad = 0.09375000000000001\n", + "Pour n = 15, simpson = 0.09423859015254817 et quad = 0.09375000000000001\n", + "\n", + "Calcule de I(f) par la méthode de simpson et par la formule quadratique pour la fonction f3\n", + "Pour n = 3, simpson = 1.5867595924414424 et quad = 1.4604471317871044\n", + "Pour n = 5, simpson = 1.2243442024918718 et quad = 1.4604471317871044\n", + "Pour n = 7, simpson = 1.4840004641551812 et quad = 1.4604471317871044\n", + "Pour n = 9, simpson = 1.4401918987573803 et quad = 1.4604471317871044\n", + "Pour n = 11, simpson = 1.4713568906975611 et quad = 1.4604471317871044\n", + "Pour n = 13, simpson = 1.4149243202984132 et quad = 1.4604471317871044\n", + "Pour n = 15, simpson = 1.4670273366115245 et quad = 1.4604471317871044\n", + "\n" + ] + } + ], + "source": [ + "for f in [f0, f1, f2, f3]:\n", + " print(f'Calcule de I(f) par la méthode de simpson et par la formule quadratique pour la fonction {f.__name__}')\n", + " for n in range(3, 16, 2):\n", + " print(f\"Pour n = {n}, simpson = {simpson(f, n)} et quad = {quad(f, -1, 1)[0]}\")\n", + " print('')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Formule de quadrature de Fejér à $N$ points\n", + "La formule de quadrature de Fejér fait intervenir les points et les polynomes de Tchebychev. On rappelle que les polynomes de Tchebychev $ T_N $ sont des polynomes définis sur $ [ -1, 1 ] $ via la formule \n", + "$$\n", + "T_N( \\cos \\theta ) = \\cos( N \\theta ).\n", + "$$\n", + "On peut également les définir via la formule recurrente suivante:\n", + "\\begin{align*}\n", + "& T_0( x ) = 1, \\\\\n", + "& T_1( x ) = x, \\\\\n", + "& T_N( x ) = 2 x T_{ N-1 }( x ) - T_{ N-2 }( x ).\n", + "\\end{align*}\n", + "\n", + "Les points de Tchebychev $ x_{ k, N } $, $ k = 1, \\ldots, N $, sur $ [ -1, 1 ] $ sont définis par la formule\n", + "\\begin{equation*}\n", + "x_{ k, N } = \\cos\\left( \\frac{ 2k - 1 }{ 2 N } \\pi \\right), \\quad k = 1, 2, \\ldots, N.\n", + "\\end{equation*}\n", + "\n", + "**Question 4.** \n", + "> Rappeler pourquoi les points de Tchebychev $ x_{k, N} $, $ k = 1, \\ldots, N $, sont racines du polynome de Tchebychev $ T_N $.\n", + "\n", + "**Question 5.**\n", + "> 1. Définir une fonction `poly_tchebychev` qui prend en argument un `ndarray` `x` et un entier positif `N` et qui retourne l'évaluation de $ T_N $ en $ x $. \n", + "> 2. Définir une fonction `points_tchebychev` qui prend en argument un entier positif $ N $ et qui retourne un `ndarray` des points de Tchebychev $ x_{ k, N } $, $ k = 1, \\ldots, N $. *On privilégiera une implémentation qui n'utilise pas de boucle for.*\n", + "> 3. Tester vos fonctions en évaluant un polynome de Tchebychev $ T_N $ en les points de Tchebychev $ x_{ k, N } $, $ k = 1, \\ldots, N $." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "##### Montrons que les points de Tchebychev T_N( x_{k, N} ) sont racines du polynomes de Tchebychev $T_N$\n", + "\n", + "On sait que $\\cos(A-B) = \\cos(A)\\cos(B) - \\sin(A)\\sin(B)$\n", + "\n", + "Pour commencer, on a $$\n", + "T_N( \\cos \\theta ) = \\cos( N \\theta ).\n", + "$$\n", + "Donc $T_N( x_{k, N} ) = T_N( \\cos\\left( \\frac{ 2k - 1 }{ 2 N } \\pi \\right) ) = \\cos\\left( \\frac{ N(2k - 1) }{ 2 N } \\pi \\right) = \\cos\\left( \\frac{ 2k - 1 }{ 2 } \\pi \\right) = \\cos\\left( k\\pi - \\frac{\\pi}{2} \\right) = \\cos(k\\pi)cos(\\frac{\\pi}{2}) - \\sin(k\\pi)\\sin(\\frac{\\pi}{2})$ pour $k=1,{\\dots},N$\n", + "\n", + "Or $cos(\\frac{\\pi}{2}) = 0$ et $\\sin(k\\pi)$ pour $k=1,{\\dots},N$\n", + "\n", + "Donc $T_N( x_{k, N} ) = 0$ donc $x_{k, N}$ sont racines du polynomes de Tchebychev $T_N$" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "metadata": {}, + "outputs": [], + "source": [ + "def poly_tchebychev(x, N):\n", + " if N == 0:\n", + " return np.ones_like(x)\n", + " elif N == 1:\n", + " return x\n", + " else:\n", + " return 2 * x * poly_tchebychev(x, N-1) - poly_tchebychev(x, N-2)" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "metadata": {}, + "outputs": [], + "source": [ + "def points_tchebychev(N):\n", + " k = np.arange(1, N+1)\n", + " return np.cos((2 * k - 1) * np.pi / (2 * N))" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Pour N = 2\n", + "Les points de Tchebychev sont [ 0.70710678 -0.70710678]\n", + "L'evaluation du polynome de Tchebychev Tn en ces points est [ 2.22044605e-16 -2.22044605e-16]\n", + "\n", + "Pour N = 3\n", + "Les points de Tchebychev sont [ 8.66025404e-01 6.12323400e-17 -8.66025404e-01]\n", + "L'evaluation du polynome de Tchebychev Tn en ces points est [ 3.33066907e-16 -1.83697020e-16 -3.33066907e-16]\n", + "\n", + "Pour N = 4\n", + "Les points de Tchebychev sont [ 0.92387953 0.38268343 -0.38268343 -0.92387953]\n", + "L'evaluation du polynome de Tchebychev Tn en ces points est [-2.22044605e-16 -2.22044605e-16 1.11022302e-16 -2.22044605e-16]\n", + "\n", + "Pour N = 5\n", + "Les points de Tchebychev sont [ 9.51056516e-01 5.87785252e-01 6.12323400e-17 -5.87785252e-01\n", + " -9.51056516e-01]\n", + "L'evaluation du polynome de Tchebychev Tn en ces points est [-4.44089210e-16 0.00000000e+00 3.06161700e-16 -7.77156117e-16\n", + " 4.44089210e-16]\n", + "\n", + "Pour N = 6\n", + "Les points de Tchebychev sont [ 0.96592583 0.70710678 0.25881905 -0.25881905 -0.70710678 -0.96592583]\n", + "L'evaluation du polynome de Tchebychev Tn en ces points est [ 7.77156117e-16 -3.33066907e-16 -2.22044605e-16 -7.77156117e-16\n", + " 6.66133815e-16 -1.55431223e-15]\n", + "\n", + "Pour N = 7\n", + "Les points de Tchebychev sont [ 9.74927912e-01 7.81831482e-01 4.33883739e-01 6.12323400e-17\n", + " -4.33883739e-01 -7.81831482e-01 -9.74927912e-01]\n", + "L'evaluation du polynome de Tchebychev Tn en ces points est [ 2.22044605e-16 0.00000000e+00 4.44089210e-16 -4.28626380e-16\n", + " 4.44089210e-16 -3.55271368e-15 -4.88498131e-15]\n", + "\n", + "Pour N = 8\n", + "Les points de Tchebychev sont [ 0.98078528 0.83146961 0.55557023 0.19509032 -0.19509032 -0.55557023\n", + " -0.83146961 -0.98078528]\n", + "L'evaluation du polynome de Tchebychev Tn en ces points est [-8.88178420e-16 1.11022302e-16 5.55111512e-16 -5.55111512e-16\n", + " 6.10622664e-16 -2.44249065e-15 -1.44328993e-15 -8.88178420e-16]\n", + "\n", + "Pour N = 9\n", + "Les points de Tchebychev sont [ 9.84807753e-01 8.66025404e-01 6.42787610e-01 3.42020143e-01\n", + " 6.12323400e-17 -3.42020143e-01 -6.42787610e-01 -8.66025404e-01\n", + " -9.84807753e-01]\n", + "L'evaluation du polynome de Tchebychev Tn en ces points est [-1.99840144e-15 -8.88178420e-16 4.44089210e-16 -8.88178420e-16\n", + " 5.51091060e-16 -2.44249065e-15 -4.44089210e-16 -3.21964677e-15\n", + " 1.99840144e-15]\n", + "\n" + ] + } + ], + "source": [ + "for n in range(2, 10):\n", + " xk = points_tchebychev(n)\n", + " Tn = poly_tchebychev(xk, n)\n", + " print(f\"Pour N = {n}\")\n", + " print(f\"Les points de Tchebychev sont {xk}\")\n", + " print(f\"L'evaluation du polynome de Tchebychev Tn en ces points est {Tn}\")\n", + " print(\"\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "La formule de quadrature de Fejér à $ N $ points s'écrit sous la forme \n", + "\\begin{equation*}\n", + "J_F( f ) = \\sum\\limits_{ k = 1 }^N \\lambda_k f( x_k ),\n", + "\\tag{1}\n", + "\\end{equation*}\n", + "où $ x_k = x_{ k, N } $, $ k = 1, \\ldots, N $, sont les points de Tchebychev\n", + "et $ \\lambda_k $ sont donnés par la formule\n", + "\\begin{equation*}\n", + "\\lambda_k = \\frac{ 2 }{ N }\\left( 1 - \\sum_{ m = 1 }^{ \\lfloor N/2 \\rfloor } \\frac{ 2T_{ 2m }( x_k ) }{ 4 m^2 - 1 } \\right).\n", + "\\end{equation*}\n", + "\n", + "**Question 6.** \n", + "> 1. Programmez une fonction `fejer_points_weights` qui prend en argument un entier `N` et qui retourne un ndarray `x` des points de Tchebychev $ x_{k, N} $ et un ndarray `lam` des poids $ \\lambda_k $ de la formule de Fejér.\n", + "> 2. Programmez une fonction `fejer` qui prend en argument une fonction `f` et un entier `N`et qui retourne une valeur approchée de $ I $ obtenue par la formule de quadrature de Fejér. \n", + "> 3. Tester votre fonction en comparant la valeur de $ \\int\\limits_{-1}^1 f_i(x)dx $ calculée à l'aide de la fonction `quad` de `scipy.integrate` et à l'aide de votre fonction `fejer` pour les fonction $ f_i $, $ i = 0, 1, 2, 3 $." + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "metadata": {}, + "outputs": [], + "source": [ + "def fejer_points_weights(N):\n", + " xk = points_tchebychev(N)\n", + " lamk = np.zeros(N)\n", + " for k in range(N):\n", + " s = 0\n", + " for m in range(1, N//2+1):\n", + " T = poly_tchebychev(xk[k], 2 * m)\n", + " s += 2 * T / (4 * np.power(m, 2) - 1)\n", + " lamk[k] = 2 / N * (1 - s)\n", + " return xk, lamk" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": {}, + "outputs": [], + "source": [ + "def fejer(f, N):\n", + " xk, lamk = fejer_points_weights(N)\n", + " return np.sum(lamk * f(xk))" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Calcule de I(f) par la méthode de fejer et par la formule quadratique pour la fonction f0\n", + "Pour n = 1, fejer = 2.0 et quad = 2.3504023872876028\n", + "Pour n = 2, fejer = 2.521183673042712 et quad = 2.3504023872876028\n", + "Pour n = 3, fejer = 2.35469453390679 et quad = 2.3504023872876028\n", + "Pour n = 4, fejer = 2.351164449305366 et quad = 2.3504023872876028\n", + "Pour n = 5, fejer = 2.3504110924399146 et quad = 2.3504023872876028\n", + "Pour n = 6, fejer = 2.3504049906823328 et quad = 2.3504023872876028\n", + "Pour n = 7, fejer = 2.350402405080618 et quad = 2.3504023872876028\n", + "Pour n = 8, fejer = 2.350402393654548 et quad = 2.3504023872876028\n", + "Pour n = 9, fejer = 2.3504023873162794 et quad = 2.3504023872876028\n", + "Pour n = 10, fejer = 2.350402387298774 et quad = 2.3504023872876028\n", + "\n", + "Calcule de I(f) par la méthode de fejer et par la formule quadratique pour la fonction f1\n", + "Pour n = 1, fejer = 2.0 et quad = 0.6629088318340162\n", + "Pour n = 2, fejer = 0.22222222222222224 et quad = 0.6629088318340162\n", + "Pour n = 3, fejer = 1.179487179487179 et quad = 0.6629088318340162\n", + "Pour n = 4, fejer = 0.4761904761904763 et quad = 0.6629088318340162\n", + "Pour n = 5, fejer = 0.7960396039603961 et quad = 0.6629088318340162\n", + "Pour n = 6, fejer = 0.5849607182940518 et quad = 0.6629088318340162\n", + "Pour n = 7, fejer = 0.7170436790978874 et quad = 0.6629088318340162\n", + "Pour n = 8, fejer = 0.6339761526632889 et quad = 0.6629088318340162\n", + "Pour n = 9, fejer = 0.6801443554906159 et quad = 0.6629088318340162\n", + "Pour n = 10, fejer = 0.6516647293527041 et quad = 0.6629088318340162\n", + "\n", + "Calcule de I(f) par la méthode de fejer et par la formule quadratique pour la fonction f2\n", + "Pour n = 1, fejer = 0.03125 et quad = 0.09375000000000001\n", + "Pour n = 2, fejer = 0.03125 et quad = 0.09375000000000001\n", + "Pour n = 3, fejer = 0.12847222222222227 et quad = 0.09375000000000001\n", + "Pour n = 4, fejer = 0.11785113019775793 et quad = 0.09375000000000001\n", + "Pour n = 5, fejer = 0.10458333333333332 et quad = 0.09375000000000001\n", + "Pour n = 6, fejer = 0.09359684369075255 et quad = 0.09375000000000001\n", + "Pour n = 7, fejer = 0.09403994748859118 et quad = 0.09375000000000001\n", + "Pour n = 8, fejer = 0.09415848041941287 et quad = 0.09375000000000001\n", + "Pour n = 9, fejer = 0.09340379593991482 et quad = 0.09375000000000001\n", + "Pour n = 10, fejer = 0.0937828936137298 et quad = 0.09375000000000001\n", + "\n", + "Calcule de I(f) par la méthode de fejer et par la formule quadratique pour la fonction f3\n", + "Pour n = 1, fejer = 1.4142135623730951 et quad = 1.4604471317871044\n", + "Pour n = 2, fejer = 1.5537739740300371 et quad = 1.4604471317871044\n", + "Pour n = 3, fejer = 1.5740169694012405 et quad = 1.4604471317871044\n", + "Pour n = 4, fejer = 1.4306412648377405 et quad = 1.4604471317871044\n", + "Pour n = 5, fejer = 1.4523326100552618 et quad = 1.4604471317871044\n", + "Pour n = 6, fejer = 1.4976002258596133 et quad = 1.4604471317871044\n", + "Pour n = 7, fejer = 1.4523308297718713 et quad = 1.4604471317871044\n", + "Pour n = 8, fejer = 1.4578810195719196 et quad = 1.4604471317871044\n", + "Pour n = 9, fejer = 1.4808716293756385 et quad = 1.4604471317871044\n", + "Pour n = 10, fejer = 1.4553892699618816 et quad = 1.4604471317871044\n", + "\n" + ] + } + ], + "source": [ + "for f in [f0, f1, f2, f3]:\n", + " print(f'Calcule de I(f) par la méthode de fejer et par la formule quadratique pour la fonction {f.__name__}')\n", + " for n in range(1, 11):\n", + " print(f\"Pour n = {n}, fejer = {fejer(f, n)} et quad = {quad(f, -1, 1)[0]}\")\n", + " print('')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Comparaison des méthodes\n", + "\n", + "**Question 7.**\n", + "> 1. Pour chacune des fonction $ f_i $, $ i = 0, 1, 2, 3 $, tracez sur un graphique le logarithme d'erreur entre la valeur \"exacte\" de $ I $ (calculée via `quad`) et l'intégrale approchée calculée via les méthodes de Simpson composée, la méthode de Gauss et la méthode de Fejér à $ N $ points en fonction de $N$ (on prendra que des valeurs impairs de $N$). Ajoutez à chacun des quatre graphiques un titre et une légende. \n", + "> 2. Commentez les résultats obtenus. Quelle méthode choisiriez-vous pour l'intégration de fonctions entières? Pour l'intégration de fonctions peu regulières?" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "N = 20\n", + "\n", + "figure = plt.figure(figsize=(15, 10))\n", + "for fi, f in enumerate([f0, f1, f2, f3]):\n", + " error_gauss = np.zeros((N,))\n", + " error_simp = np.zeros(((N-1)//2,))\n", + " error_fejer = np.zeros((N,))\n", + " I_quad, _ = quad(f, -1, 1)\n", + " \n", + " for n in range(1, N+1):\n", + " I_gauss = gauss(f, n)\n", + " error_gauss[n-1] = np.abs(I_gauss - I_quad)\n", + " I_fejer = fejer(f, n)\n", + " error_fejer[n-1] = np.abs(I_fejer - I_quad)\n", + " \n", + " for n in range( 3, N+1, 2 ):\n", + " I_simp = simpson(f, n)\n", + " error_simp[(n-2)//2] = np.abs(I_simp - I_quad)\n", + " \n", + " ax = figure.add_subplot(2, 2, fi + 1)\n", + " ax.scatter(np.arange(1, N+1), np.log10(error_gauss, out = -16. * np.ones(error_gauss.shape), \n", + " where = (error_gauss > 1e-16)), label = 'Gauss', marker=\"+\")\n", + " ax.scatter(np.arange(3, N+1, 2), np.log10( error_simp ), label = 'Simpson', marker=\"+\")\n", + " ax.scatter(np.arange(1, N+1), np.log10(error_fejer, out = -16. * np.ones(error_fejer.shape), \n", + " where = (error_fejer > 1e-16)), label = 'Fejer', marker=\"+\")\n", + " ax.legend()\n", + " ax.set_title(f\"Erreur de différentes méthodes de quadrature pour {f.__name__}\")\n", + " ax.set_xlabel(\"n\")\n", + " ax.set_ylabel(\"log10(e)\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Commentaires des résultats obtenus\n", + "\n", + "Globalement, pour nos quatres fonctions, on observe que plus N, le nombre de points augmente, plus nos trois méthodes sont précises car les erreurs diminuent. Cependant, en comparant les trois méthodes entres-elles, on remarque que, pour une fonction entière telle que f0 ou f1, la méthode de simpson est la moins précise des trois quelque surtout quand n augmente. Pour une fonction peu régulière comme f2 ou f3, les trois méthodes sont a peu près équivalentes mais restent moins précises que pour des fonctions régulières.\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Degré de précision de la formule de Fejér\n", + "\n", + "Nous allons maintenant trouver numériquement le dégré de précision de la formule de Fejer.\n", + "\n", + "On rappelle qu'une formule de quadrature $ J(f) $ est dite précise à l'ordre $ d $ si $ J( p ) = I( p ) $ pour tout $ p \\in \\mathbb{R}_d[ X ] $ et $ J( x^{ d + 1 } ) \\neq I( x^{ d + 1 } ) $, où $ I( p ) $ est la valeur exacte de l'intégrale de $ p $. \n", + "\n", + "Nous allons tout d'abord vérifier numériquement que la formule $ J_G $ sur $ [-1,1] $ est précise de dégré $ 2N - 1 $.\n", + "\n", + "*Les questions théoriques Question 9 et Question 11 sont facultatives (questions bonus). Vous pouvez utiliser les résultats de ces questions pour jusifier vos réponses aux Questions 10 et 12.*\n", + "\n", + "**Question 9 (bonus).**\n", + "> 1. Expliquez pourquoi il suffit de montrer que $ J_G( x^k ) = I( x^k ) $, $ k = 0, 1, \\ldots, 2N-1 $ et $ J_G( x^{ 2N } ) \\neq I( x^{ 2N } ) $ pour montrer que $ J_G $ est précise de dégré $ 2N - 1 $.\n", + "> 2. Montrer que $ P_{ 2k } $ est une fonction paire et $ P_{ 2k + 1 } $ est une fonction impaire, $ k = 0, 1, 2, \\ldots $, où $ P_N $ est le $ N $-ième polynome de Legendre. En déduire que $ \\forall N \\in \\mathbb{N} $ si $ x $ est racine de $ P_N $, alors $ -x $ est aussi racine de $ P_N $. En déduire que pour $ k $ impair on a toujours $ J_G( x^k ) = I( x^k ) = 0 $.\n", + "\n", + "**Question 10.**\n", + "> 1. Pour les valeurs $k = \\lbrace 0, 2, 4, 6, 8, 10 \\rbrace$ calculez l'erreur d'approximation de l'intégrale $ I(x^k) $ par la formule de Gauss à $ N $ points avec $N = 1,2,3, \\ldots, 10$. Affichez l'erreur sous le format ci-dessous.\n", + "> 2. Expliquez comment les résultats obtenus montrent numériquement que la formule de quadrature de Gauss à $ N $ points est précise de degré $ 2N - 1 $.\n", + "\n", + "\n", + "```\n", + "------------------------------------------------------------------------------\n", + " N x^0 x^2 x^4 x^6 x^8 x^10 \n", + "------------------------------------------------------------------------------\n", + " 1 0.000 0.667 0.400 0.286 0.222 0.182 \n", + " 2 0.000 0.000 0.178 0.212 0.198 0.174 \n", + " ... ... ... ... ... ... ...\n", + "```\n", + "\n", + "**Question 11 (bonus).**\n", + "> Montrez que pour les points de Tchebychev $ x_{k, N} $ on a $ x_{ N+1-k, N } = -x_{k, N} $. En déduire que pour $ k $ impair on a toujours $ J_F( x^k ) = I( x^k ) = 0 $.\n", + "\n", + "**Question 12.**\n", + "> 1. Reprendre la question 10.1 pour la formule de Fejér. \n", + "> 2. En utilisant les résultats de la question 12.1 trouver numériquement le degré de précision de la formule de Fejér. Comparer avec le degré de précision de la formule de Newton-Cotes à $N$ points." + ] + }, + { + "cell_type": "code", + "execution_count": 107, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "-----------------------------------------------------------------------\n", + " N | x^0 x^2 x^4 x^6 x^8 x^10\n", + "-----------------------------------------------------------------------\n", + " 1 | 0.000 0.667 0.400 0.286 0.222 0.182 \n", + " 2 | 0.000 0.000 0.178 0.212 0.198 0.174 \n", + " 3 | 0.000 0.000 0.000 0.046 0.078 0.095 \n", + " 4 | 0.000 0.000 0.000 0.000 0.012 0.026 \n", + " 5 | 0.000 0.000 0.000 0.000 0.000 0.003 \n", + " 6 | 0.000 0.000 0.000 0.000 0.000 0.000 \n", + " 7 | 0.000 0.000 0.000 0.000 0.000 0.000 \n", + " 8 | 0.000 0.000 0.000 0.000 0.000 0.000 \n", + " 9 | 0.000 0.000 0.000 0.000 0.000 0.000 \n", + " 10 | 0.000 0.000 0.000 0.000 0.000 0.000 \n" + ] + } + ], + "source": [ + "def f(x, k):\n", + " return x**k\n", + "\n", + "print(\"-----------------------------------------------------------------------\")\n", + "print(\"{:>5s} | {:>7s} {:>9s} {:>9s} {:>9s} {:>9s} {:>9s}\".format(\"N\", \"x^0\", \"x^2\", \"x^4\", \"x^6\", \"x^8\", \"x^10\"))\n", + "print(\"-----------------------------------------------------------------------\")\n", + "\n", + "for N in range(1, 11):\n", + " approx_errors = []\n", + " for k in [x for x in range(0, 11, 2)]:\n", + " I_approx = gauss(lambda x: f(x, k), N)\n", + " I_exact = 2 / (k + 1) if k % 2 == 0 else 0\n", + " approx_error = np.abs(I_approx - I_exact)\n", + " approx_errors.append(approx_error)\n", + " print(\"{:5d} | \".format(N) + \" \".join(\"{:.3f} \".format(e) for e in approx_errors))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Les résultats obtenus dans le tableau d'erreur montrent numériquement que la formule de quadrature de Gauss à $N$ points est précise de degré $2N-1$ car les erreurs d'approximation pour les polynômes de degré inférieur à $2N-1$ sont toutes nulles. En effet, les erreurs d'approximation pour les polynômes de degré $0, 2, \\ldots, 2N-2$ sont toutes nulles, comme on peut le voir dans le tableau. En revanche, les erreurs d'approximation pour les polynômes de degré $2N, 2N+2, \\ldots$ sont non nulles. Cela correspond exactement à la propriété de précision de la formule de quadrature de Gauss à $N$ points qui est de degré $2N-1$." + ] + }, + { + "cell_type": "code", + "execution_count": 108, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "-----------------------------------------------------------------------\n", + " N | x^0 x^2 x^4 x^6 x^8 x^10\n", + "-----------------------------------------------------------------------\n", + " 1 | 0.000 0.667 0.400 0.286 0.222 0.182 \n", + " 2 | 0.000 0.333 0.100 0.036 0.097 0.119 \n", + " 3 | 0.000 0.000 0.100 0.089 0.059 0.029 \n", + " 4 | 0.000 0.000 0.017 0.048 0.059 0.058 \n", + " 5 | 0.000 0.000 0.000 0.006 0.017 0.027 \n", + " 6 | 0.000 0.000 0.000 0.002 0.005 0.010 \n", + " 7 | 0.000 0.000 0.000 0.000 0.001 0.002 \n", + " 8 | 0.000 0.000 0.000 0.000 0.000 0.001 \n", + " 9 | 0.000 0.000 0.000 0.000 0.000 0.000 \n", + " 10 | 0.000 0.000 0.000 0.000 0.000 0.000 \n" + ] + } + ], + "source": [ + "def f(x, k):\n", + " return x**k\n", + "\n", + "print(\"-----------------------------------------------------------------------\")\n", + "print(\"{:>5s} | {:>7s} {:>9s} {:>9s} {:>9s} {:>9s} {:>9s}\".format(\"N\", \"x^0\", \"x^2\", \"x^4\", \"x^6\", \"x^8\", \"x^10\"))\n", + "print(\"-----------------------------------------------------------------------\")\n", + "\n", + "for N in range(1, 11):\n", + " approx_errors = []\n", + " for k in [x for x in range(0, 11, 2)]:\n", + " I_approx = fejer(lambda x: f(x, k), N)\n", + " I_exact = 2 / (k + 1) if k % 2 == 0 else 0\n", + " approx_error = np.abs(I_approx - I_exact)\n", + " approx_errors.append(approx_error)\n", + " print(\"{:5d} | \".format(N) + \" \".join(\"{:.3f} \".format(e) for e in approx_errors))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Dans les formules de Newton-Côtes fermé de pas, le degré de précision est $n + 3$ si $n$ est pair $n + 2$ si $n$ est impair.\n", + "La formule de Fejér est une formule de quadrature numérique qui utilise une moyenne des polynômes de degré $n$ de la formule de quadrature de Gauss à $n$ points. Elle est précise pour des polynômes de degré $2n-1$ ou moins.\n", + "\n", + "En observant le tableau d'erreur donné, on peut voir que pour la formule de Fejér, l'erreur pour $x^0$ est nulle à chaque itération, tandis que l'erreur pour $x^{2n}$ diminue à chaque itération. Cela suggère que la formule de Fejér est précise pour les polynômes de degré $2n-1$ ou moins.\n", + "\n", + "D'autre part, la formule de Newton-Cotes à $n$ points est précise pour les polynômes de degré $n$ ou moins. Ainsi, pour la formule de Newton-Cotes à $n$ points, on peut voir que l'erreur diminue à chaque itération jusqu'à ce qu'elle atteigne zéro pour $x^0$ à la quatrième itération, pour $x^2$ à la cinquième itération, et ainsi de suite. Cela suggère que la formule de Newton-Cotes à $n$ points est précise pour les polynômes de degré $n$ ou moins.\n", + "\n", + "En comparant les deux, on peut voir que la formule de Fejér est plus précise que la formule de Newton-Cotes à $n$ points, car elle est précise pour les polynômes de degré $2n-1$, tandis que la formule de Newton-Cotes à $n$ points n'est précise que pour les polynômes de degré $n$.\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.8" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/Calculs Numériques/Interpolation.ipynb b/Calculs Numériques/Interpolation.ipynb new file mode 100644 index 0000000..23d4203 --- /dev/null +++ b/Calculs Numériques/Interpolation.ipynb @@ -0,0 +1,691 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "FEUILLE DE TP 4\n", + "\n", + "---\n", + "# Polynôme interpolateur de Lagrange (Partie 1)\n", + "---" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "%matplotlib inline\n", + "%config InlineBackend.figure_format = 'retina'\n", + "\n", + "import numpy as np # pour les numpy array\n", + "from scipy.interpolate import lagrange # interpolation de Lagrange\n", + "import matplotlib.pyplot as plt # librairie graphique" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Nous rappelons le résultat d'existence et d'unicité vu en cours\n", + "\n", + "> **(Polynôme interpolateur de Lagrange)**
\n", + "> Etant donnés $N$ un entier strictement positif, $x_1,\\ldots,x_N$ des réels deux à deux distincts et $y_1,\\ldots,y_N$ des réels, il existe un unique polynôme $P$ qui vérifie\n", + "> $$ P\\in\\mathbb{R}_{N-1}[X], \\qquad P(x_i)=y_i, \\quad 1\\leq i\\leq N.$$" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Construction en utilisant les modules `numpy` et `scipy`\n", + "\n", + "Le module `numpy` permet la manipulation de polynômes réels à l'aide de la classe `poly1d`. Voici un exemple pour le polynôme $P=X^2-2$\n", + "\n", + "```python\n", + "P = np.poly1d([1, 0, -2])\n", + "print(P)\n", + "```\n", + "\n", + "Il est possible de faire des manipulations algébriques sur les polynômes :\n", + "\n", + "```python\n", + "X = np.poly1d([1, 0])\n", + "P = X**2 - 2\n", + "print(P)\n", + "```\n", + "\n", + "Il est également possible d'évaluer un polynôme comme une fonction (évaluation sur un scalaire ou sur un tableau `numpy`) :\n", + "\n", + "```python\n", + "print(P(1))\n", + "print(P(np.linspace(0, 1, 11)))\n", + "```" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " 2\n", + "1 x - 2\n" + ] + } + ], + "source": [ + "P = np.poly1d([1, 0, -2])\n", + "print(P)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " 2\n", + "1 x - 2\n" + ] + } + ], + "source": [ + "X = np.poly1d([1, 0])\n", + "P = X**2 - 2\n", + "print(P)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "-1\n", + "[-2. -1.99 -1.96 -1.91 -1.84 -1.75 -1.64 -1.51 -1.36 -1.19 -1. ]\n" + ] + } + ], + "source": [ + "print(P(1))\n", + "print(P(np.linspace(0, 1, 11)))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Le module `scipy.interpolate` permet de déterminer le polynôme interpolateur à l'aide de la fonction `lagrange`. Voici un exemple d'utilisation pour déterminer le polynôme interpolateur de Lagrange aux points $(0, -2)$, $(1,-1)$ et $(2, 2)$ (c'est encore et toujours le polynôme $X^2-2$...)\n", + "\n", + "```python\n", + "from scipy.interpolate import lagrange\n", + "x = np.array([0, 1, 2])\n", + "y = np.array([-2, -1, 2])\n", + "P = lagrange(x, y)\n", + "print(P)\n", + "```" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " 2\n", + "1 x - 2\n" + ] + } + ], + "source": [ + "from scipy.interpolate import lagrange\n", + "x = np.array([0, 1, 2])\n", + "y = np.array([-2, -1, 2])\n", + "P = lagrange(x, y)\n", + "print(P)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Question**\n", + "\n", + "> Proposez une fonction `interp` qui \n", + "> * prend en argument deux `ndarray` `x` et `y` de taille `N` et un `ndarray` `xx` de taille `M` ;\n", + "> * calcule le polynôme interpolateur de Lagrange aux points donnés par les vecteurs `x` et `y` en utilisant les fonctions des modules `numpy` et `scipy` ;\n", + "> * retourne l'évaluation de ce polynôme aux points du vecteur `xx`.\n", + "\n", + "*Veillez à commenter votre fonction.*" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [], + "source": [ + "def interp(x, y, xx):\n", + " P = lagrange(x, y)\n", + " return P(xx)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Question**\n", + "\n", + "> Afin de tester votre fonction : en prenant $N=5$,\n", + "> 1. prenez $N$ points équirépartis entre 0 et 1 (ce sera notre vecteur `x`) ;\n", + "> 2. générez $N$ valeurs aléatoires entre 0 et 1 (ce sera notre vecteur `y`) ;\n", + "> 3. tracez dans une fenêtre graphique le nuage de points d'abscisses `x` et d'ordonnées `y` à l'aide d'une commande `scatter` ;\n", + "> 4. ajoutez le tracé du polynôme interpolateur en prenant `xx` un vecteur de taille grande (plutôt 100 ou 200 points équi-répartis entre 0 et 1) ;\n", + "> 5. vérifiez que le polynôme interpolateur passe bien par les points d'interpolation." + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 0.98, 'Interpolation du polynome')" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": { + "image/png": { + "height": 480, + "width": 567 + } + }, + "output_type": "display_data" + } + ], + "source": [ + "N = 5\n", + "x = np.linspace(0, 1, N)\n", + "y = np.random.rand(N)\n", + "\n", + "plt.scatter(x, y)\n", + "xx = np.linspace(0, 1, 200)\n", + "\n", + "plt.plot(xx, interp(x, y, xx), label=f'Interpolation')\n", + "plt.legend()\n", + "plt.xlabel(\"x\")\n", + "plt.ylabel(\"y\")\n", + "plt.suptitle(\"Interpolation du polynome\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Test de l'interpolation sur quelques fonctions\n", + "\n", + "Nous allons à présent tester l'interpolation en prenant comme points d'interpolation des points qui sont sur le graphe de ces 4 fonctions. \n", + "\n", + "\\begin{align}\n", + "f_0(x) &= \\exp(-3(x-1.2)^2), &\n", + "f_1(x) &= \\frac{x^2-2}{1+2x},\\\\\n", + "f_2(x) &= \\frac{1}{1+(x-1.5)^2},&\n", + "f_3(x) &= \\frac{\\sin(2\\pi x)}{1.1 - \\sin(\\pi x)}.\n", + "\\end{align}" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Question**\n", + "\n", + "> Définissez ces 4 fonctions et tracez les sur l'intervalle $[0, 3]$." + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [], + "source": [ + "def f0(x):\n", + " return np.exp(-3 * (x- 1.2)**2)\n", + "\n", + "def f1(x):\n", + " return (x**2 - 2) / (1+2 * x)\n", + "\n", + "def f2(x):\n", + " return 1/(1 + (x - 1.5)**2)\n", + "\n", + "def f3(x):\n", + " return np.sin(2 * np.pi * x) / (1.1 - np.sin(np.pi * x))" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", 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+ "text/plain": [ + "
" + ] + }, + "metadata": { + "image/png": { + "height": 454, + "width": 565 + } + }, + "output_type": "display_data" + } + ], + "source": [ + "xx = np.linspace(0, 3, 200)\n", + "\n", + "for f in [f0, f1, f2, f3]:\n", + " plt.plot(xx, f(xx), label=f\"Courbe {f.__name__}\")\n", + " plt.legend()\n", + " plt.title(f\"Courbe {f.__name__}\")\n", + " plt.xlabel(f\"$x$\")\n", + " plt.ylabel(\"y\")\n", + " plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Question**\n", + "\n", + "> * Ajoutez sur les figures précédentes les polynômes interpolateurs qui passent par $N$ points équi-répartis des graphes des fonction avec $N\\in\\lbrace 4, 8, 12, 16, 20\\rbrace$.\n", + "> * Que remarquez-vous lorsque $N$ augmente ?" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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zXP9j+Tul8hL/4wAAAEAMKSgo8GxXbZJcX/PmVYR5xx9/vE477bRqr6va26fyMY1p1KhRQV87ZMgQtWnTJuA5i8Wi0aNHS6oo9/rhhx8853bv3q1Vq1ZJki699NIan6N79+5q3ry5JGnJkiVBj60hHnvsMa1du1Zr167V999/r//+9786+eSTNWPGDF1xxRX1btiN2EZwBDRU7m/VlKWZUs6WsA8HAAAACKXU1FTPduXKavVVVlbmCR9OPfXUGq/t3bu3Zxn5devWNeh5a5OSkqJOnToFfX1ts5/69evn2a469pUrV3q2//rXv3qtdBboo3K21969e4MeW0O0bdtWPXv2VM+ePXX66afrxhtv1PLly3XDDTdo0aJFOvXUU71KF3FkIDgCGmpzDb/9yCGRBwAAQGyrnPUiSfv27WvQvaouU19b2VtcXJwyMjIkSbm5uQ163toEKperScuWLWs8X/W1VR17ZmZmnZ6nUnFxcb0eFwpWq1X/+c9/1L59e+Xl5emmm26K2FgQGfQ4Ahrq1wBlapXocwQAABAxTZPsWvVA5PrChFvTJHuj3Ldq35+qZVcNZRi1N/I2TTNkz1cTq9Vap+trG3t143a5XJ7tt99+WyeccEJQzxfMKmiNyW6367zzztNrr72mJUuW6Pfff6+2VA+HH4IjoCHKS6Xfvq3+PCurAQAARIzFYjRKs+gjzfHHH6/mzZsrOztb3333nQ4cOBBwiflgVA1Aaiu/cjqdntk6zZo18zpnsRwqnqlstB1IQ0vrqlPbzKuqM4uqjr1yBpVUET4Fs9JZtGjRooVne/v27QRHRxBK1YCG2P695KyhATalagAAAIhxhmFozJgxkiqCmMmTJ9f7XvHx8erSpYskadmyZTVeu3r1apWXl0uSX8BSte9S1fI3X5s2barvUGu0YsWKoM9XHXvv3r0923PmzAn9wBrR7t27PdspKSkRHAnCjeAIaAjf/kZWn+nB2ZulME2vBQAAABrL+PHjlZSUJEmaOHGiNm7cGNTj3G633nrrLa9jlcvKr1+/XkuXLq32sVUDKt+l6I855hjPdtWG077eeeedoMZZV3PmzNGePXsCnnO73Zo+fbqkihlWJ598sufcscceq+OPP16S9N5772nHjh2NMr5QKyoq0hdffCFJSkxMVOfOnSM8IoQTwRHQEL79jXr5LKlZli8VZYVvPAAAAEAjaNu2rV544QVJFSHCwIEDtXDhwhofs379ep177rl65plnvI7fdNNNnlKzsWPHKj8/3++xc+bM0ZQpUyRVrFDmu4pZz549PSVgL7zwgsrKyvzu8e677+rDDz8M8hXWTVlZmW644QavnkWVnnjiCa1du1aSdM011yg+3rtc8oEHHpAklZaW6uKLL1ZWVvU/L5SVlemll15SaWlpCEd/SHZ2dq1fo9LSUl1zzTWe8ruRI0d6QkQcGehxBNRX7m/+pWh9rpbWfiC5qvzHlf2rlFLzqgsAAABAtLv66qu1a9cuTZw4UZmZmTrzzDM1ZMgQXXjhherevbvS09OVm5urX375RbNnz9aXX34pl8vl1Vxbknr16qU77rhDTz/9tNauXauTTz5Zd999t3r37q3i4mJ99tln+s9//iOXyyW73a5XXnnFbyw2m01jx47VE088oXXr1umss87ShAkTdPTRR2vv3r364IMPNH36dPXv319LliwJ+deiT58++uyzzzRgwADddttt6tKlizIzMzV9+nS99957kqR27drpwQcf9HvsX//6V3311VeaPn26Vq1apeOPP1433HCDBg4cqBYtWqioqEhbtmzRd999p48++ki5ubm66qqrQv4aJKmwsFB//vOfdeyxx2rkyJHq16+f2rZtq/j4eGVnZ2v58uWaMmWKtm7dKqkiQHzyyScbZSyIXgRHQH35lqklNZfanCxldJYy1x86nvOr1HFAeMcGAAAANIIHH3xQPXr00B133KFt27Zpzpw5Nfbq6dGjh5566im/40888YSKior00ksvaevWrbrhhhv8rklLS9P777+vk046qdqxLFiwQEuXLtXixYs1YsQIr/MDBw7UCy+8oF69etXpNQbj5ptv1sKFCzVt2jRddtllfudbt26tr776SmlpaQEfP2XKFLVq1Ur/+te/lJ2drccee0yPPfZYwGuTk5PrvOpbXW3evLnWQKh///566623aIp9BKJUDagv3zK1Y8+WLBYp41jv46ysBgAAgMPIxRdfrE2bNuntt9/WFVdcoeOOO05NmzaVzWZTs2bNdPLJJ+tvf/ubvv76a61du1ZDhgzxu4fFYtGLL76ob7/9VqNGjdLRRx+t+Ph4NWnSRCeddJLuu+8+/frrrwEfWykpKUnz58/XY489pl69eikxMVFNmjRR37599cILL+jrr79u1CbOU6dO1TvvvKMzzzxTGRkZio+PV9euXTVhwgT9/PPPnl5GgVitVj355JNav3697rjjDvXu3VtNmzaV1WpVamqqevTooVGjRmn69Onas2ePEhMTG+U1HH300Vq2bJmeeOIJDR06VN26dfP8Waanp+uEE07QNddcoy+++ELff/+9OnXq1CjjQHQzTJPOvWhcu3btUvv27SVJO3fuVLt27SI8ohAoL5We7Oi9otrFk6UTLpG+/of03b8OHe86VLr8vbAPEQAA4HD266+/yul0ymazeVbpAoDDSX3+nWuMn7+ZcQTUx9613qGRDKnzWRWbfjOOfPogAQAAAAAQIwiOgPooyfPeb9JGSs6o2M7wSYLztkmu8rAMCwAAAACAUCI4AurDUei9b69SO93cZ8aR21kRHgEAAAAAEGMIjoD6cBR579uTD20nNq1YYa2qbMrVAAAAAACxh+AIqA+/GUfJ3vvNfcrVWFkNAAAAABCDCI6A+qipVE2SMjp779MgGwAAAAAQgwiOgPqoqVRN8m+Qnc2MIwAAAABA7CE4AuqjtuDIr1SNGUcAAAAAgNhDcATUh29wFJ/qve8746goSyrZ36hDAgAAAAAg1AiOgPqorTl2046SYfU+RoNsAAAAAECMITgC6qO2UjWbvSI8qorgCAAAAAAQYwiOgPqoLTiSpIxjvfez6XMEAAAAAIgtBEdAffiVqqX4X0ODbAAAAABAjCM4AuqjrJYeR1KAGUeUqgEAAAAAYgvBEVAfwZSq+c44yt0imWbjjQkAAAAAgBAjOALqwy84ClCqltbOe99ZKpUVNN6YAAAAAAAIMYIjoK7cbqk8iOAouYX/saKsxhkTAAAAAACNgOAIqKvyYv9jgUrV7MlSXJL3MYIjAAAAAEAMITgC6sq3TE0KPONI8p91RHAEAAAAAIghBEdAXTkK/Y8FmnEkERwBAAAACLmHHnpIhmHIMIxID0WS1LFjRxmGoTFjxkR6KCEze/ZsnXvuuWrevLmsVqsMw1B6enqkhxURBEdAXfnOODKski0+8LV+wVF244wJAAAAaEQLFizwBBUPPfRQpIcDNKqXXnpJ559/vubMmaOcnBy53W6/axYuXKjHH39cF110kXr06KFWrVrJbrcrLS1NvXr10k033aRVq1ZFYPShR3AE1FWgFdWqS/qTm3vvM+MIAAAAqFa0zaQ5kp155pkyDENnnnlmpIcSViUlJbrvvvskSd26ddPMmTO1evVqrV27VkuWLPFcN2rUKN133336+OOPtX79emVmZqq8vFwHDhzQunXr9PLLL6tv374aN25cwOApltgiPQAg5viWqlVXpiZRqgYAAADgsLdt27ZIDyFkVqxYofz8fEnSM888o+HDhwe8Ljk5Weeee6769++vLl26qHXr1mrSpIn27t2r5cuX65VXXtG+ffs0adIkJSUl6YknngjnywgpgiOgrhoUHFGqBgAAAADRavfu3Z7trl27Vnvdzz//LJstcKQyfPhwjRs3Tv369dPWrVv17LPPasKECWrWrFnIxxsOlKoBdeVXqlZDcJTS0nufGUcAAAAAELXKyso823FxcdVeV11oVCkjI0Njx46VJJWXl3uVucUagiOgrnyDo/jU6q/17XFUmBn68QAAAAARVrV59oIFCyRJ77//vs4++2y1aNFCiYmJOu644zRhwgTl5ub6PX7atGkyDEMPP/yw51jl/ap+BCqJMk1TM2fO1MiRI9W+fXslJCSoadOm6tevnx555BHt37+/2nGPGTNGhmGoY8eOkqQ9e/bo7rvvVo8ePZSamur1erZt2+YZx7Rp0yRJH3zwgc455xy1bNlSiYmJ6tatm+655x7l5eXV+jVzOBx66aWXNGjQILVo0UJ2u11HHXWUhg0bprfeeqtBfXEcDoc+++wz3XLLLerbt6+aNm2quLg4ZWRk6NRTT9VDDz2k7OzA1RCVX5OFCxdKqmgC7fvnUPn1qhTsqmqfffaZ/vznP6tdu3aKj49XRkaG+vfvryeeeEKFhQFWrz6o8vuj8nvA7Xbr1Vdf1emnn66mTZsqOTlZJ5xwgh577DEVFxfX6WtVqbKn09VXX+05dswxx3i97srvhWAlJx+aZFBaWlqvcUUDStWAumpIqVpJruRySlb+6gEAAODw5HK5NGrUKL3zzjtex3/55Rc9/fTTmjVrlr777jsdddRRDX6urKwsXXTRRfr++++9jpeVlWnFihVasWKFXnzxRX3yySc69dRTa7zX0qVLdcEFF1QbqPi69tpr9frrr3sd27Rpk5588km98cYbmjdvno4//viAj92+fbuGDh2qDRs2eB3ft2+fvvjiC33xxRd65ZVX9Mknn9SrvGns2LGaPn263/Hc3FwtX75cy5cv1wsvvKBPPvlEAwYMqPP966q0tFSXX365Zs2a5TeepUuXaunSpZo0aZJmz56tk046qcZ7FRUVafDgwZo/f77X8bVr12rt2rX69NNPNX/+fK/QJhLcbrfef/99z363bt0iOJqG4adXoK7qUqrmGxxJUnGOlNoqtGMCAACAP7e74hd3R4rEZpIl8kUlEydO1OLFizVixAhdddVV6tChg/bt26cXX3xRs2fP1ubNm3Xbbbfp3Xff9TxmxIgR6tOnj1566SX997//lVQRBPhq27atZ7uoqEgDBw7Uhg0bZLfbdfXVV2vYsGFq3769ioqK9O233+rZZ5/Vvn37NHToUK1evVodOnQIOObCwkKNHDlSpaWluv/++zV48GAlJSVp7dq1at26td/1L730klasWKF+/frptttuU5cuXZSZmanp06drxowZ2rNnj84991z9/PPPatKkid9znXXWWdq6davntV9zzTVq06aNfvvtN73wwgtauHChFi1apPPPP1/fffedrFZrnf4MnE6nOnXqpIsuukj9+vXT0UcfLZvNpu3bt2vevHl6/fXXlZOTo4suukjr1q1Ty5aHWmw89thjuvPOO3X11Vdr5cqV6tOnj6ZOnep1f7vdXqfxjB492hManXjiibrjjjvUvXt35ebm6r333tO0adP0+++/6+yzz9ZPP/3k9efsa+zYsVq6dKlGjx6tSy+9VEcddZR27Nihp556SkuWLNHy5cv16KOP6vHHH6/TGKdOnaqioiJ98skneuCBByRJX331ldq0aeO55phjjqnxHi6XS3v37tXq1av1zDPP6LvvvpMknX322erRo0edxhNNCI6AuqpLcJTYTJIhyTx0rCiL4AgAACAcSnKlpztHehThc9cW/1YJEbB48WI9+uijuv/++72On3feeTrvvPM0Z84czZw5U//5z3/UokXFL1rT09OVnp7uFWD07Nmzxue55557tGHDBqWlpWnevHnq06eP1/kzzjhDo0aNUv/+/bVnzx498MADevPNNwPeKycnRykpKVq0aJFOPPFEz/G+ffsGvH7FihUaNmyYPvnkE69eN0OHDlWPHj00ceJE7dq1S4888oiefvppr8c+/PDDntDogQce0COPPOI5d8opp2jkyJG68sor9fbbb2vJkiV69dVXddNNN9X4tfD18MMPq1OnTjIMw+t4nz59NHLkSP3tb3/T6aefrqysLE2aNMlrDG3btlXbtm09M3aSk5Nr/bOoyezZsz0zb84++2x9/vnnXsHTkCFD1L9/f40dO1a5ubm6/fbbNWPGjGrvt3jxYr355pu64oorPMdOPvlkDR06VH369NG6dev02muv6ZFHHqm1D1FVlaHQypUrPce6du3qV5YXiO/XuaqTTjrJU9oYqyIfRwOxxq9ULaX6a602KclnaikNsgEAAHAYO+WUU3Tffff5HTcMQ7fffrukihkxDWkWnJ2drcmTJ0uS/vGPf/iFRpU6dOigBx98UJI0Y8aMGvvfTJgwwSs0qkl8fLxee+21gMHE/fff7wlapkyZ4tVsuayszDPu448/Xg899JDf4w3D0EsvvaSMjAxJ0gsvvBDUmKrq3LlzjWFGr169dN1110mSPv744zrfvy5efPFFSRWNpqdOnRpwttL111+vc845R5L00Ucfac+ePdXe7+KLL/YKjSrFx8frlltukVQRBK5fvz4Uw6+3pKQkvfTSS1qyZInatWsX0bE0FMERUFd1mXEk+ZerFQVXMw0AAADEossvv7za0OKUU07xbFfOuqmPr776ytNs+NJLL63x2j/+8Y+SKla2WrVqVbXXjRo1KujnHzJkiFcJU1UWi0WjR4+WJOXl5emHH37wnFu1apWnWfeYMWOqLUFr0qSJ53WtX7++xiAlGHl5edqyZYt+/vlnrVu3TuvWrVN6errn/uXl5Q26f3WcTqenyfbgwYPVvn37aq+9/vrrPY+pqQl1TX9Oofr+qqvK/ko//vijvvrqK91zzz2y2+266667dO+99zba1zdcKFUD6qo+wVHWxkP7zDgCAADAYaymJsBVGz0XFBTU+zmqlhMF6kFUnb179wY8npKSok6dOgV9n+pK2Cr169fPs71u3Tr179/fs12ptmbdp556qqff07p16+r0OqWKMOO5557TF198Ue3rliqaOOfl5XmVCYbK1q1bPbO8gnm9lap+nXyF4/urrnxL+YYMGaK//e1vGjhwoJ5//nn9/PPP+uKLL+rcqypaEBw1gszMTE+n+spO/jk5OZIqmoIFU984bdo0r2UAazJ16tRalz0sLi7Wiy++qA8++ECbN2+Ww+FQ+/btNXz4cI0bN05HH310UM8FSWV1KFWTAsw4ygzteAAAABBYYrOKvj9HisS6r77VGJKSkqo9Z6nSvNvlctX7OTIz6/eeurpStcrZN8GqLWRp1epQT9Pc3NyA21WvCaTqqnNVHxeMKVOm6MYbb5TT6Qzq+pKSkjrdP1iN8XrD8f0VCu3bt9eLL76oYcOGae7cuZoyZYrGjh0b0THVF8FRI6jtL0S4bdmyRcOHD9emTZu8jm/cuFEbN27U5MmT9c4772jYsGERGmGMqUuPIylAcMSMIwAAgLCwWKKiWTRCrzIUsNvtNZaf+aqu10xdZ4LU1D9IkkzTrPF8qO4RyMaNGz2hUcuWLXXXXXfprLPOUseOHZWamqq4uDhJ0uuvv65rr722Qc9VF7W93sPRkCFDlJiYqJKSEs2cOZPgCIG1b99e3bt315w5c+p9D98lAH3V1GirsLBQ559/vic0uv7663XZZZcpMTFR33zzjR5//HHl5+frkksu0ZIlS3TCCSfUe5xHDHocAQAAABFV2Tja4XAoIyOjzmVcDbVv374az1edEVW1fKrq9t69e9W1a9egnqPq42ozbdo0OZ1OWa1WLViwQN27dw94XV5eXtD3rC/f11uTqufr8nqjmdVqVdOmTVVSUqLt27dHejj1RnDUCCZOnKi+ffuqb9++atWqlbZt2+ZZ2q8+gl0CMJBnnnlGGzdW9Nd56qmndNddd3nO9e/fX4MGDdIf//hHFRcXa/z48Zo/f369x3nEqHNw5PNbLmYcAQAAAAEFOyuld+/enu05c+Z4mlGHy4oVK4I+X7X/TdXtZcuWeRp3B7J8+fKAj6vNzz//LEk68cQTqw2NJO8+UYGEYoZQp06dlJSUpOLiYi1btqzGa+v7eqOZw+FQdnbFxIGUlFoqVaIYq6o1gocffljnn39+xEvWysvL9e9//1uS1L17d91xxx1+1/Tv398zPfGbb76p0zTPI5ZfcESpGgAAABAKCQkJnu2qy9j7Gjp0qKfk6rnnngu6l0+ozJkzp9qVztxut6ZPny5Jatq0qU4++WTPuVNOOcXTT2n69OnV9uEpKCjQ+++/L0k6/vjj6zSjqvJrUV0/J6lids8nn3xS430q/yxq+nOojc1m08CBAyVJc+fO1c6dO6u9dvLkyZIqZumceeaZ9X7OaPLJJ5/I4XBIknr16hXh0dQfwdFhbMGCBZ6lHkePHu3VKKyqqo21P/roozCMLIaZZoAeR5SqAQAAAKFQNSDZsqX6xuZt27b1LCa0Zs0a3XDDDTWGR5mZmZ5gIhTKysp0ww03BAx+nnjiCa1du1aSdM011yg+Pt5zLj4+Xtddd52kiplBDz/8sN/jTdPULbfc4pmpcsstt9RpbF26dJEk/fLLL1q6dKnf+eLiYl1++eW1NsSu/LPYunVrg3og3XzzzZIqJjZcc801niClqtdff93T3mXkyJFhLz2sq3nz5mnz5s01XrN+/XqNGzfOs3/llVc29rAaDaVqh7HvvvvOs12Z8gbSp08fJScnq6ioSIsWLQrH0GJXeYkkn380awuOUnyCo/LiillLtT0OAAAAOMKcfvrpnu3bbrtN999/v1q3bu0pm+rYsaNstoofY//1r39p8eLFWrdunV5//XUtXbpUY8eO1SmnnKKUlBTt379fP//8s+bNm6fPP/9cvXr18oQ2DdWnTx999tlnGjBggG677TZ16dJFmZmZmj59ut577z1JFb1oH3zwQb/HTpw4UR999JG2bt2qRx55ROvWrdM111yjNm3a6LffftMLL7ygBQsWSKqoEKlrQ+Urr7xSkyZNktvt1rBhwzRhwgSdfvrpSkhI0KpVq/Tcc8/p119/1YABA/T9999Xe5/TTz9dU6dOVWZmpm6//XZdccUVSktLkyTFxcWpQ4cOQY1n+PDhuuSSS/TBBx9o3rx5OvXUU3XHHXeoe/fuysvL03vvvafXX39dUkVvo2effbZOrzcSFi1apPPOO09nn322zj33XJ1wwgnKyMiQ0+nU9u3bNWfOHL355psqLS2VJF199dU6++yzIzzq+iM4igFjxozRhg0blJeXpyZNmujYY4/VOeeco5tuuklt27at9nEbNmzwbHfr1q3a62w2mzp37qyffvrJ6zEIwLdMTap7qZokFWZKzerf9woAAAA4HB177LG69NJL9f7772vOnDl+iwz99ttvnv6vKSkpWrhwoUaNGqUvv/xS69ev1/jx46u9d5MmTUI2zptvvlkLFy7UtGnTdNlll/mdb926tb766itP0FJVamqqvv76aw0dOlQbN27UrFmzNGvWLL/rBgwYoE8//bTOK7717dtXDz/8sP7+978rLy9P9957r981d9xxh3r27FljcHTZZZfp8ccf19atW/X888/r+eef95zr0KGDtm3bFvSY3njjDTmdTs2aNUs//vhjwNk3bdq00ezZs2v8GTeauFyugN+jVVmtVt1+++16/PHHwziy0CM4igELFy70bOfk5CgnJ0fLli3Tv/71Lz3//PO64YYbAj6usn40OTnZU0dbnfbt2+unn35SVlaWysrKvKZT1mbXrl01nq+u9jcm+ZapSbXPHLKnSLYEyVl66FhRNsERAAAAEMBbb72lPn36aObMmdq0aZMKCgrkdrsDXtusWTN98cUXmj9/vt566y0tWrRIe/bsUWlpqZo0aaLOnTurX79+Gj58uIYMGRLScU6dOlVDhgzRq6++qrVr16qwsFAdOnTQiBEjdM8996hp06bVPrZjx45as2aNXnvtNX3wwQdat26dDhw4oGbNmql3794aNWqULr/88mrbjdRm4sSJ6tOnj/79739rxYoVKioqUsuWLdWvXz/deOONGjx4sKZNm1bjPVJSUrR48WI9/vjjmjNnjrZv315j36SaJCQk6KOPPtJnn32madOmaenSpcrOzlZycrK6du2qESNG6JZbbomZBtK33367Tj75ZM2fP1/Lly/Xnj17tG/fPrndbqWnp6tbt24aOHCgrrrqKnXu3DnSw20ww2xIsSKCUnVVtdGjR9f6F1SqWELxkUce0cUXX6z+/furffv2kirqSz/88EPNnDnTU2f6yiuvBJy+2KNHD61fv16tWrWqdenDv/zlL57ma9nZ2Z7lLYNRl277O3fuVLt27YK+PursXSu9fMahfcMiTcyVavsaPNdTyq/SCO6yd6VuwxpnjAAAAEeAX3/9VU6nUzabzdPTBWhMVX+umzp1qlevWKAx1OffuV27dnnyg1D9/M2Moyh10UUXafTo0X6hTN++ffWXv/xF//vf/3TxxRervLxct912m/70pz/pqKOO8rq2sp7SbrfX+nxVZxjV1iTtiBZoRbVggrPk5t7BESurAQAAAABiAKuqRam0tLQaZ/Kcf/75+vvf/y6poiv+lClT/K6pXD4xUNd6X1WXWExMTKzTWHfu3Fnjx/Lly+t0v6hW1xXVKvmtrEZwBAAAAACIfgRHMez666/3hEtV+yBVSk1NlSQVFgboy+OjqOjQTJq61pW2a9euxo9oX0qxTvxmHNU3OMoOzXgAAAAAAGhEBEcxrGXLlmrevLkkaffu3X7nK2sZi4qKtH///hrvVdlIu0WLFnVqjH3ECVlwxIwjAAAAAED0IziKcTX1Nj/++OM92xs3bqz2OqfTqS1btkiSunfvHrrBHY4C9TgKhl9wlBma8QAAAAAA0Ihojh3DMjMzlZOTI0lq06aN3/kzzji0+tfChQt12mmnBbzPypUrPaVqAwYMaISRHkZC1uOIUjUAAAAglnTs2LHGX9wDhytmHMWwV1991fMP18CBA/3On3nmmUpLS5MkTZ8+vdp/5KZNm+bZvuiii0I/0MNJvUvVmnvvU6oGAAAAAIgBBEdRaNu2bVq9enWN1/zvf//TI488Iqli9bSrr77a7xq73a5x48ZJkjZs2KBnnnnG75olS5Z4VmQbOHCg+vbt29DhH95C1eOoOEdyu0IzJgAAAAAAGgmlao1g0aJF2rx5s2c/O/tQWdLmzZu9ZvhI0pgxY7z2t23bpkGDBql///664IILdNJJJ6lly5YyTVNbt27VzJkzNXPmTM8MomeeeUZt27YNOJa77rpLM2bM0C+//KIJEyZo8+bNuuyyy5SYmKhvvvlG//znP+V0OpWYmKjnn38+JK//sFZW4L1f3x5HplsqyfOfiQQAAAAAQBQhOGoEkydP1vTp0wOe+/777/X99997HfMNjiotWbJES5YsqfZ5kpKS9Nxzz2ns2LHVXpOamqrZs2dr2LBh+vXXX/Xqq6/q1Vdf9bqmSZMmevvtt3XSSSdVex8cVO/m2AECoqIsgiMAAAAAQFQjOIpCp5xyit566y0tWbJEK1eu1J49e5SdnS2n06mmTZuqR48eOvvss3XdddepZcuWtd7v2GOP1erVq/Xiiy/qgw8+0ObNm+VwONS+fXsNGzZM//d//6cOHTqE4ZUdBupbqmaNkxKbVswyqlSUJYlV7AAAAAAA/qKlGTvBUSOYNm2aXzlaXaSmpmrUqFEaNWpUyMaUnJysCRMmaMKECSG75xGpvjOOpIpyNb/gCAAAAPVhtVrldDrlcrnkdrtlsdC+FcDhw+VyyeWq6ItrtVojOhb+dQXqwlHovR/sjCPJv89RIcERAABAfSUkJEiq+I18YWFhLVcDQGzZv3+/ZzspKSlyAxHBEVA39S1Vk/z7GTHjCAAAoN6aNGni2d67d68OHDggt9sdwREBQMOYpqnS0lJlZmYqMzPTc7xp06YRHBWlakDdNLRUrSqCIwAAgHpLTk5WYmKiSkpK5HK5tHv3bhmGEfGSDgCoL5fL5dfXKC0tTfHx8REaUQWCI6AuGjTjyDc4ym74eAAAAI5QhmHo6KOP1o4dO1RSUiKp4rf1TqczwiMDgNBo0aKFMjIyIj0MgiMgaKYZ2h5HzDgCAABoEIvFog4dOqioqEgFBQWe2UcAEIssFovsdruSk5OVkpIiu90e6SFJIjgCgucslUyfNyLxlKoBAABEkmEYSklJUUpKHd6XAQCCRnNsIFi+ZWpSA3scUaoGAAAAAIhuBEdAsHzL1KSGlao5CqTykoaNCQAAAACARkRwBATLb8aRIdkSg398cnP/Y5SrAQAAAACiGMEREKxAK6pZ6vBXKCFNssR5HyM4AgAAAABEMYIjIFgNWVFNkgyDPkcAAAAAgJhCcAQEK9CMo7pKYWU1AAAAAEDsIDgCghWK4Mh3xlFhZv3HAwAAAABAIyM4AoLlV6qWUvd7JPk0yC7Oqf94AAAAAABoZARHQLDKQhEcNfPeL86t/3gAAAAAAGhkBEdAsEJRquYbHJUQHAEAAAAAohfBERAsv+CoHjOOEplxBAAAAACIHQRHQLD8ehzVZ8ZRhvc+PY4AAAAAAFGM4AgIFqVqAAAAAIAjDMEREKyQBEc+M45K9ktuV72HBAAAAABAYyI4AoLlV6oWgh5HMivCIwAAAAAAohDBERCsxihVkyhXAwAAAABELYIjIFi+wVF8PWYc2eL9ZyrRIBsAAAAAEKUIjoBghaJUTfIvVytmxhEAAAAAIDoRHAHB8guO6lGqJvmXqzHjCAAAAAAQpQiOgGCYZmh6HEn+wRE9jgAAAAAAUYrgCAiGyyG5nd7HKFUDAAAAABzmCI6AYPjONpIaMOMow3ufUjUAAAAAQJQiOAKC4dvfSAphqVpe/e4DAAAAAEAjIzgCghFoxlFcUv3uxYwjAAAAAECMIDgCguEbHMUlSRZr/e6V2NR7nx5HAAAAAIAoRXAEBMO3VK2+jbElVlUDAAAAAMQMgiMgGGW+wVE9+xtJAUrVciXTrP/9AAAAAABoJARHQDB8S9UaMuMo0WfGkemSSvPrfz8AAAAAABoJwREQDL9StRDOOJJokA0AAAAAiEoER0Aw/GYcNSA4sidJtgTvYyV59b8fAAAAAACNhOAICEYogyMpQJ8jZhwBAAAAAKIPwREQjFCuqib59zkqZmU1AAAAAED0ITgCghHyGUdNvfdLCI4AAAAAANGH4AgIBqVqAAAAAIAjEMEREAzf4CieUjUAAAAAwOGP4AgIhqPAe7+hPY6YcQQAAAAAiAEER0AwHMXe+3FJDbtfks+Mo5K8ht0PAAAAAIBGQHAEBMPl8N632ht2P0rVAAAAAAAxgOAICIbb6b1vjWvY/ShVAwAAAADEAIIjIBiucu99i61h90tq6r1fkiuZZsPuCQAAAABAiBEcAcFw+wRHDS1V851x5HJIjsKG3RMAAAAAgBAjOAKC4QpxqZpvjyOJPkcAAAAAgKhDcAQEw3fGUUNL1eJT/e9RQnAEAAAAAIguBEdAMPxWVWvgjCPDoEE2AAAAACDqERwBwfAtVbM0MDiS/MvVivMafk8AAAAAAEKI4AgIhl9z7AaWqknMOAIAAAAARD2CIyAYrhCvqiZJSU299+lxBAAAAACIMgRHQG1MUzJd3scapVSN4AgAAAAAEF0IjoDa+M42khreHFuiVA0AAAAAEPUIjoDa+K6oJkmWUPQ48plxRKkaAAAAACDKEBwBtfFtjC0x4wgAAAAAcEQgOAJq43L6H2uUHkd5Db8nAAAAAAAhRHAE1CZcM44oVQMAAAAARBmCI6A2jdYc22fGUXmxVF7S8PsCAAAAABAiBEdAbQIFRyEpVWvqf6yYWUcAAAAAgOhBcATUprFK1RLSJcPnryANsgEAAAAAUYTgCKiN74wjwyoZRsPva7H4zzqizxEAAAAAIIoQHAG18Z1xFIrZRpV8G2RTqgYAAAAAiCIER0BtXE7vfas9dPdO9GmQTakaAAAAACCKEBwBtfGdcWSxhe7eviurleSF7t4AAAAAADQQwRFQG5fDez+kpWrMOAIAAAAARC+CI6A2vqVqlhAGR36lavQ4AgAAAABED4IjoDZ+zbFDWarm0xybVdUAAAAAAFGE4Aiojcu3xxGlagAAAACAIwPBEVAbdzhXVWPGEQAAAAAgehAcAbXxnXHUmKVqBEcAAAAAgChCcNQIMjMz9b///U8TJ07U0KFD1bx5cxmGIcMwNGbMmDrf78svv9TFF1+sdu3aKT4+Xu3atdPFF1+sL7/8Muh7FBcX6+mnn1a/fv3UrFkzpaSkqHv37rrzzju1Y8eOOo/piOK7qlpjlqo5CiSnI/C1AAAAAACEWQinTqBSq1atQnIf0zR144036tVXX/U6vnv3bs2aNUuzZs3S2LFj9fLLL8swjGrvs2XLFg0fPlybNm3yOr5x40Zt3LhRkydP1jvvvKNhw4aFZNyHHb/m2KEMjjL8j5XkSqlHhe45AAAAAACoJ2YcNbL27dtryJAh9XrsAw884AmNevfurXfffVfLly/Xu+++q969e0uSXn31VT344IPV3qOwsFDnn3++JzS6/vrr9fXXX2vx4sV67LHHlJKSovz8fF1yySX66aef6jXOw57Lp8eRJYR5a0K6JJ/QjwbZAAAAAIAowYyjRjBx4kT17dtXffv2VatWrbRt2zYdc8wxdbrH5s2b9dRTT0mS+vTpo2+//VaJiYmSpL59++pPf/qTBg4cqJUrV+rJJ5/U1Vdfrc6dO/vd55lnntHGjRslSU899ZTuuusuz7n+/ftr0KBB+uMf/6ji4mKNHz9e8+fPr+/LPnz5zTgKYXNsq01KTJdK8g4dIzgCAAAAAEQJZhw1gocffljnn39+g0rWnnvuOTmdFTNdJk2a5AmNKiUlJWnSpEmSJKfTqeeff97vHuXl5fr3v/8tSerevbvuuOMOv2v69++va6+9VpL0zTffaNWqVfUe82HLrzl2CEvVpAANsgmOAAAAAADRgeAoCpmmqU8++USS1K1bN5122mkBrzvttNN03HHHSZI+/vhjmabpdX7BggXav3+/JGn06NGyWAL/cVdt2P3RRx81cPSHId/gKJSlapKU1Nx7n+AIAAAAABAlCI6i0G+//abdu3dLkgYOHFjjtZXnd+3apW3btnmd++677/yuC6RPnz5KTk6WJC1atKg+Qz68NWZzbCnAjKPc0N4fAAAAAIB6osdRFNqwYYNnu1u3bjVeW/X8hg0bvHopBXsfm82mzp0766effvJ6TLB27dpV4/k9e/bU+Z5RxW/GUaiDo2be+8w4AgAAAABECYKjKLRz507Pdrt27Wq8tn379gEfV3U/OTlZ6enptd7np59+UlZWlsrKyhQfHx/0eKuO4bDk9llVjR5HAAAAAIAjBKVqUaigoMCznZKSUuO1lSVmklRYWBjwPrXdo7b7HPFojg0AAAAAOEIx4ygKlZaWerbt9pqXfq86M6ikpCTgfWq7R233qY3vTCdfe/bsUb9+/ep0z6ji2+Mo5KVqBEcAAAAAgOhEcBSFEhISPNsOh6PGa8vKyjzbiYmJAe9T2z1qu09taiuni3kun69fY884KiI4AgAAAABEB0rVolBqaqpnu7aysaKiIs+2b0la5X2CKT2r6T5HPJdPjyNLiPNWZhwBAAAAAKIUwVEUqjqDp7YVy6qWifk2qa68T1FRkfbv3x/UfVq0aFGnxthHBN9StZDPOPJZVc1ZIjmKQ/scAAAAAADUA8FRFDr++OM92xs3bqzx2qrnu3fvXq/7OJ1ObdmyJeA9IP/m2I3d40hi1hEAAAAAICoQHEWhY445Rm3atJEkLVy4sMZrv/32W0lS27Zt1bFjR69zZ5xxhme7pvusXLnSU6o2YMCA+gz58Ob2KVUL9YyjhDTJsHofIzgCAAAAAEQBgqMoZBiGLrzwQkkVM4WWLl0a8LqlS5d6ZhJdeOGFMgzD6/yZZ56ptLQ0SdL06dNlmmbA+0ybNs2zfdFFFzV0+Icf3xlHoQ6ODIM+RwAAAACAqERwFKXGjx8vm62iCfOtt96qkpISr/MlJSW69dZbJUk2m03jx4/3u4fdbte4ceMkSRs2bNAzzzzjd82SJUs0ZcoUSdLAgQPVt2/fUL6Mw4PvqmqhLlWTAgRHuaF/DgAAAAAA6ijEy0NBkhYtWqTNmzd79rOzsz3bmzdv9prhI0ljxozxu0fXrl1155136oknntDKlSs1YMAA3X333ercubO2bNmiJ598UqtXr5Yk3XXXXerSpUvAsdx1112aMWOGfvnlF02YMEGbN2/WZZddpsTERH3zzTf65z//KafTqcTERD3//PMNfu2HpcYuVZOYcQQAAAAAiEqGWV39EuptzJgxmj59etDXV/dH4Ha7df311+v111+v9rHXXnutXn31VVks1U8e27x5s4YNG6Zff/014PkmTZro7bff1vnnnx/0mOti165dnhXfdu7c6bVqXEyYPFjatfzQ/vnPS32uDu1zzLhS2vDpof0/TpDOuj+0zwEAAAAAOKw1xs/flKpFMYvFoilTpmj27Nm68MIL1aZNG9ntdrVp00YXXnihPv/8c02ePLnG0EiSjj32WK1evVpPPvmk+vTpo/T0dCUlJem4447Tbbfdpp9++qnRQqPDgruRexxJUnJz731mHAEAAAAAogClao1g2rRpfuVoDTFs2DANGzasQfdITk7WhAkTNGHChBCN6gji8i1Vs4f+OShVAwAAAABEIWYcAbXxnXFkaYS8leAIAAAAABCFCI6A2viuqhaW5tisqgYAAAAAiDyCI6A2vqVqlsYIjpp57xdnB74OAAAAAIAwIjgCauPXHDtMpWoseAgAAAAAiDCCI6A2Lt8eR2EoVXM7pbIDoX8eAAAAAADqgOAIqI3fjKMwrKom0SAbAAAAABBxBEdAbXxnHDVGc+y4JMmW4H2MBtkAAAAAgAgjOAJq41eq1gg9jgwjcJ8jAAAAAAAiiOAIqIlpBihVa4QZR1KAldUIjgAAAAAAkUVwBNTE7fI/1hjNsSVmHAEAAAAAog7BEVAT39lGkmRthFI1ieAIAAAAABB1CI6Amvj2N5IaZ1U1ieAIAAAAABB1CI6AmgQKjsJWqsaqagAAAACAyCI4AmoSsFSNHkcAAAAAgCMDwRFQk4AzjsLU46gou3GeBwAAAACAIBEcATVhxhEAAAAA4AhGcATUxOX0Pxau5tgleZLb1TjPBQAAAABAEAiOgJr4zTgyJIu1cZ7LNziSKZXsb5znAgAAAAAgCARHQE1cDu/9xipTk6SkZv7HKFcDAAAAAEQQwRFQE99SNUsjBke2eMme6n2M4AgAAAAAEEEER0BNfEvVrI20olol31lHBEcAAAAAgAgiOAJq4vIJjhpzxpHEymoAAAAAgKhCcATUxG/GUSOtqFaJ4AgAAAAAEEUIjoCa+M44avRSNYIjAAAAAED0IDgCahLxUrXcxn0+AAAAAABqQHAE1MSvVK2xgyOaYwMAAAAAogfBEVATl9N7n+bYAAAAAIAjCMERUBO/GUfh7nGU3bjPBwAAAABADQiOgJr4Ncdu5FXVkpt779PjCAAAAAAQQQRHQE0i3Ry77IDkdDTucwIAAAAAUA2CI6AmkS5Vk6QSZh0BAAAAACKD4AioSbhnHCWkSzK8j9EgGwAAAAAQIQRHQE38Zhw1cnBktUmJ6d7HCI4AAAAAABFCcATUxOX03rc0cqmaFGBlNYIjAAAAAEBkEBwBNfGbcdTIq6pJBEcAAAAAgKhBcATUxOWzolljl6pJAYIjmmMDAAAAACKD4AioSURK1Zp57xdlN/5zAgAAAAAQAMERUJNwN8eWpOQW3vtFmY3/nAAAAAAABEBwBNTE5RMcWSIRHDHjCAAAAAAQGQRHQE3cPqVqYZlx1NJ7v5AZRwAAAACAyCA4AmriO+MoHMFRCqVqAAAAAIDoQHAE1MR3VbWwlKr5zDgqyfMPsAAAAAAACAOCI6AmkShVS2npf6woq/GfFwAAAAAAHwRHQE38mmPbGv85E5tJhtX7GH2OAAAAAAARQHAE1MQdgR5HFouU3Nz7GDOOAAAAAAARQHAE1MSvObY9PM/LymoAAAAAgChAcATUJBKlahIrqwEAAAAAogLBEVCTSJSqSQFmHFGqBgAAAAAIP4IjoCZ+M47CFBwx4wgAAAAAEAUIjoCauJ3e+xGbcURwBAAAAAAIP4IjoCYR63HkExyxqhoAAAAAIAIIjoCa+PU4Cteqar6lagRHAAAAAIDwIzgCauI74yhcpWq+M46KcyS3KzzPDQAAAADAQQRHQE0iVarm2+PIdFeERwAAAAAAhBHBEVATv1K1MM04SsqQZHgfo0E2AAAAACDMCI6Amrh8VlWzhCk4stqkpGbex4oIjgAAAAAA4UVwBNTEb8ZRmErVJP9ytUIaZAMAAAAAwovgCKiJX3PsMK2qJkkpviurMeMIAAAAABBeBEdAddxuyfRZySxcpWpSgBlHBEcAAAAAgPAiOAKq41umJoWvObYkpfgER0WUqgEAAAAAwovgCKiOb5maJFnC2ePIp1SNGUcAAAAAgDAjOAKqE3UzjgiOAAAAAADhRXAEVMfl9D8W0R5HlKoBAAAAAMKL4AiojsvhfyysM458V1XLqmjYDQAAAABAmBAcAdWJdKma74wj0yWV5IXv+QEAAAAARzyCI6A6ES9Va+F/jJXVAAAAAABhRHAEVCfSM45sdikh3fsYDbIBAAAAAGFEcARUx+UTHBlWyTDCOwbfldUKCY4AAAAAAOFDcARUx3fGUThnG1Xy7XNEqRoAAAAAIIwIjoDq+M44strDPwbfldWYcQQAAAAACCOCI6A6vsGRxRb+Mfg2yKbHEQAAAAAgjAiOophhGEF9nHnmmbXe68svv9TFF1+sdu3aKT4+Xu3atdPFF1+sL7/8svFfSKyKxlK1QkrVAAAAAADhQ3B0mDNNUzfccIOGDh2qWbNmaffu3XI4HNq9e7dmzZqloUOH6oYbbpBpmpEeavRxOb33LREIjnxL1ZhxBAAAAAAIowjU3qCubrrpJv3tb3+r9nxycnK15x544AG9+uqrkqTevXtrwoQJ6ty5s7Zs2aKnnnpKq1ev1quvvqoWLVro0UcfDfnYY5rfjKNIlKox4wgAAAAAEDkERzGgZcuW6tmzZ50ft3nzZj311FOSpD59+ujbb79VYmKiJKlv377605/+pIEDB2rlypV68skndfXVV6tz584hHXtM8+txFIkZR76rqmVKpikZRvjHAgAAAAA44lCqdhh77rnn5HRWlFtNmjTJExpVSkpK0qRJkyRJTqdTzz//fLiHGN2iYVU13+bYLodUmh/+cQAAAAAAjkgER4cp0zT1ySefSJK6deum0047LeB1p512mo477jhJ0scff0yvo6qioVTNd8aRJBVRrgYAAAAACA+Co8PUb7/9pt27d0uSBg4cWOO1led37dqlbdu2NfbQYkc0lKrFJUr2VO9jhTTIBgAAAACEBz2OYsAHH3ygd999Vzt27JDNZtNRRx2l008/XWPGjNGgQYMCPmbDhg2e7W7dutV4/6rnN2zYoGOOOaZO49u1a1eN5/fs2VOn+0UNvxlHEQiOpIqV1XILDu0z4wgAAAAAECYERzFg/fr1XvubN2/W5s2b9cYbb2jEiBGaNm2a0tLSvK7ZuXOnZ7tdu3Y13r99+/YBHxesqo8/rLic3vuWCP11SW4p5W49tE9wBAAAAAAIE4KjKJaUlKQ//elPOvvss9WtWzelpKQoKytLCxcu1Msvv6ycnBx9/PHHuvDCCzV37lzFxR2aEVNQcGiGSkpKSo3Pk5yc7NkuLCwM/QuJVS6H934kmmNLFTOOqqJUDQAAAAAQJgRHUWz37t1KT0/3Oz548GDdeuutGjp0qFavXq2FCxfqv//9r8aNG+e5prS01LNtt9cceMTHx3u2S0pK6jzO2mYp7dmzR/369avzfSMuWkrVkn0aZBcRHAEAAAAAwoPgKIoFCo0qtWrVSjNnzlT37t3lcDg0adIkr+AoISHBs+1wOALdwqOsrMyznZiYWOdx1lYKF7OipVTNd2W1QkrVAAAAAADhwapqMaxTp04aPHiwpIq+R7///rvnXGrqoZW4ais/Kyoq8mzXVtZ2RImaGUc+pWrMOAIAAAAAhAnBUYw7/vjjPdu7d+/2bFedBVTbqmdVS80O20bX9eHyCY4skVpVzXfGEcERAAAAACA8CI5inGmaAY9XDZQ2btxY4z2qnu/evXtoBnY4cPuUqkVNjyNK1QAAAAAA4UFwFOPWr1/v2W7Tpo1n+5hjjvHsL1y4sMZ7fPvtt5Kktm3bqmPHjqEfZKzyW1UtUsFRc+/98mKpjNXvAAAAAACNj+Aohm3dulVz586VVNHvqG3btp5zhmHowgsvlFQxo2jp0qUB77F06VLPjKMLL7xQhmE08qhjSNSUqrXyP1awN/zjAAAAAAAccQiOotRnn30mp9NZ7fl9+/bpz3/+s8rLK8KNm2++2e+a8ePHy2arWAns1ltvVUlJidf5kpIS3XrrrZIkm82m8ePHh2j0h4loaY4dnyLFp3kfK/g98LUAAAAAAIRQhNYXR21uvfVWlZeXa+TIkerfv786duyoxMREZWdna8GCBXr55ZeVk5MjSTrjjDMCBkddu3bVnXfeqSeeeEIrV67UgAEDdPfdd6tz587asmWLnnzySa1evVqSdNddd6lLly5hfY1Rz+UT3Fki+NelSRspK//Q/gGCIwAAAABA4yM4imK///67Jk2apEmTJlV7zciRIzV58mTFx8cHPP/YY48pMzNTr7/+ulavXq3LLrvM75prr71Wjz76aMjGfdiIlhlHkpTWVsracGg/v+aV8gAAAAAACAWCoyg1ffp0LVy4UEuWLNHWrVuVnZ2tAwcOKCUlRe3bt9fpp5+u0aNHq3///jXex2KxaMqUKRo5cqReffVVrVixQtnZ2WrevLn69u2rG264QUOHDg3Tq4ox0dLjSKqYcVQVM44AAAAAAGFAcBSlBg4cqIEDB4bsfsOGDdOwYcNCdr8jgm9wFMkZR03aeu8THAEAAAAAwoDm2EB1oqlUzS84olQNAAAAAND4CI6A6lCqBgAAAAA4whEcAdVx+6yqFk0zjopzpPLSyIwFAAAAAHDEIDgCquM34yiCLcHS2vofO7A7/OMAAAAAABxRCI6A6kRTj6P4VCm+ifcxytUAAAAAAI2M4Aiojt+qavbIjKMSfY4AAAAAAGFGcARUJ5pK1aQAwRErqwEAAAAAGhfBEVCdaCpVk/wbZDPjCAAAAADQyAiOgOq4fFZVsxAcAQAAAACOLARHQHX8ZhxFWalaPqVqAAAAAIDGRXAEVMfl8N6P9IyjNGYcAQAAAADCi+AIqI5vqVrEV1XzCY6Ks6Xy0siMBQAAAABwRCA4AqoTdc2x2/gfK2DWEQAAAACg8RAcAdVx+QRHlgj3OEpIk+yp3scoVwMAAAAANCKCIyAQ04y+GUeS/6wjgiMAAAAAQCMiOAICcbv8j0W6ObYUIDjaHZlxAAAAAACOCARHQCC+K6pJ0THjyHdltXyCIwAAAABA4yE4AgLxLVOToiM48l1ZjVI1AAAAAEAjIjgCAnE5/Y9RqgYAAAAAOMIQHAGBRO2Mo3be+wRHAAAAAIBGRHAEBOIKEBxZbOEfhy/fGUdFWZKzLDJjAQAAAAAc9giOgECidsZRG/9jBXvCPw4AAAAAwBGB4AgIJNCMI6s9/OPwlZAmxSV7H2NlNQAAAABAIyE4AgLxC44MyWKNyFC8h2FIaaysBgAAAAAID4IjIBDfUrVoKFOrxMpqAAAAAIAwITgCAnE5vfct0RQc+c44IjgCAAAAADQOgiMgEL8ZR1Gwololv+CIUjUAAAAAQOMgOAICcTm896NqxhGlagAAAACA8CA4AgLxLVWLhhXVKvnOOGJVNQAAAABAIyE4AgKJ5lI131XVijIlpyPwtQAAAAAANADBERCIyyc4iuZSNUkq2BP+cQAAAAAADnsER0AgfjOOoig4SkiX4pK8j9HnCAAAAADQCAiOgEB8exxF04wjw2BlNQAAAABAWBAcAYH4rqoWTT2OJFZWAwAAAACEBcEREIhfqVoUraomsbIaAAAAACAsCI6AQKK5VE3yX1lt//bIjAMAAAAAcFgjOAIC8ZtxFGWlas06e+/nbInMOAAAAAAAhzWCIyAQl09wFG0zjjJ8gqO83/xnSQEAAAAA0EAER0AgfjOOoi04OtZ73+2U8ndEZiwAAAAAgMMWwREQiN+MoygrVUtqJiU29T5GuRoAAAAAIMQIjoBAfIOjaFtVTaLPEQAAAACg0REcAYFEe6ma5F+ulrM5MuMAAAAAABy2CI6AQHwbTUdbqZrk3yCb4AgAAAAAEGIER0AgMTHjyCc4yqVUDQAAAAAQWgRHQCB+zbGjMTjyKVXbv1MqL43MWAAAAAAAhyWCIyAQv+bYURgcNevkc8CU8rZFYiQAAAAAgMMUwREQSCyUqsWnSilHeR+jzxEAAAAAIIQIjoBAYqFUTaJBNgAAAACgUREcAYG4fVZVi8YZRxINsgEAAAAAjSoK1xgHooDfjKMo/avi2yA7h+AIAAAAQIg4y6QNn0nFOVK7vlLrkyQL80+ONFH60zAQYS6H9360zjhq5luqRnAEAAAAoIHcLumn96Vv/inl7zh0PLGZ1Gmg1GmQdNxQKaVl5MaIsCE4AgLxK1WzR2YctfGdcVS4VyorqGicDQAAAAB1YZrSxtnS/EelrA3+50typZ9nVXx8kSD99V2p81nhHyfCijlmQCCxUqrWtKMkw/sYs44AAAAA1FVpvvTmCGnGqMChkS9nqfThdVLBvkYfGiKL4AgIxO0THEVrqVpcgpTe3vsYDbIBAAAA1EVZofT2JdLWBYHPJ7cIfLw4R/r4JsntbrShIfIIjoBA/GYcRWlwJNEgGwAAAED9lZdI714m7Vzmf65VT+nyD6Q7f5XGr5Uu+I/Uto/3NVu+lpa/Ep6xIiIIjoBA/HocRXFwRINsAAAAAPXhLJNmXCFt+877eHILaeQU6YbvpK5DJMOQ0o+WThktXf6+lHKU9/VzJ0p714Vv3AgrgiMgEN9V1aK1x5EUYMbR5siMAwAAAEDscJVLH1wtbZ7nfTyxmTT6M6nXnyVLgMggOUO66GWfezmkD6+tmL2Eww7BERCIb6latK6qJkkZvjOOCI4AAAAA1MA0pU/HSZtmex9PSJOu+lhq2b3mx3ceJJ1+q/exrI3SnAdDOkxEB4IjIJBYKlXzDY5K90vFuREZCgAAAIAYsGqqtOYd72P2VOmKj6TWJwZ3j7MelI46wfvYitekzCBWZENMITgCAvFrjh3FpWppR/s372bWEQAAAIBAfl8tfXG397G4JGnU+1K7PoEfE4gtvqIPki3R+/hPMxo+RkQVgiMgELdvqVoUzziy2qSmHb2P0SAbAAAAgK+SPOn9q/x7ul70itTh9Lrfr0VXqd/13sfWfVhRCofDBsEREIjLp1TNd0ZPtKFBNgAAAICauN3SrJuk/Tu8j/e/RTr+T/W/b68/e+/v3yHtWlH/+yHqEBwBgfgm8NYoLlWTaJANAACARlVQWq5f9xXox5379eu+AhWUltf+IESXxf+RfvnC+1j7U6VzHmrYfY86Qcro4n1s3YcNuyeiSpT/NAxEiF+pWhSvqib5B0e5sVuqVlBarr35pSpyuJRst+qotASlJkT5jC8AAIDDkGmaWrI1R28u2a456/fJ5T5UfmS1GDq3RytdcVoH9e+UIcMwIjhS1Gr7Eunrf3gfS2ouXTKt4W05DKNi1tGCxw8d+3mWdO4/JYu1YfdGVCA4Any53ZLp9j4Wc6VqWyvqimPkP/AGvykpL5F2rZT2/SyVFUjlRZKjuOKz1S6ltZeadpDSO1Z8TsqIma8NAABAJKzbna/b3/9Rv+wrDHje5Tb1+dq9+nztXnVtlaJnLz1JPdumhXmUCEpJnvThdZLpqnLQkEZOlpq0Cc1z9PQJjgr3Sdu+kzqdGZr7I6IIjgBfvrONpOhuji1JzXxmHJUXSQV7QvcfQSOq15uS1qnS9kXS1oXS9u+l3av8ywtr0qRdxX9inQZKxwyUUluF5sUAAAAcBr77NUs3vLlKxQ5X7RdL+mVfoS59ZYleufIU/aFLi0YeHerENKXP/k86sMv7+Jn3Sp0Hhe55mh8rtT5R2rPm0LG1MwmODhMER4AvV4DgyBLlf1VSW0v2FMlRJXzZsybqg6O6vinZum+/3n7lCT2Y/pWSDjSgHO/ALunHtyo+JKlFd6nHRdIJl0jNOtX/vgAAANWIlXL8dbvz6/T+rFKxw6Ub3lyl92/oz8yjaPLDG9L6T7yPdfyD9Mc7Q/9cPUd6B0cbPpWGPyvZorztB2oV5T8NAxEQaOZKtM84slikNr0rpoMetHfD9ypIP+OweFMSL4f+Yv1GY22z1c7Ilg6EeDBZG6QFG6QF/6xoEHjCpVKPi6WkZnW6Tay8IQQAAOERaz2CTNPU7e//WOfQqFKxw6U73l+jL8f/ISpezxEv6xfpy3u8jyU2lS5+tXF6D/W4WJo78dB+ab605WvpuKGhfy6EFcER4Mvt9D8W5T2OTNPU78nd1VaHgqNfVi3QVUv7x/ybktMt6/RM3MtqY+TWfKFhkY7qJTVpK8UlSfYkKS65YhbW/u1S3nYpf5dPbXcAO5dVfHx5n9TrEunUsRXTbmt4LbH0hhAAAIRHLPYIWrI1p9rxBmvTvgIt3Zqr/p0zQjQq1IuzTPrwGqm82Pv4hS82XlVCenvp6P7SjiWHjq2dSXB0GCA4AnwFKlWL4hlHlW9KOmUl6eUqs0BPtGyRIbdcbktMvimJk1N32N7XWOtsWQwz4DXFaV2U1HO41PEMqX0/KaGW1+VySjm/Sr99K21dIG1bJJVVM33JVXaonK39aRUBUvc/eX0vxOIbQiDUYnmmXSyPXYr98QP1ESvf97HaI+itpdtDdh+Cowib97C0d633sT7XSt2GN+7z9hzpHRxt+lxyFEn25MZ9XjQqgiPAV4Dm2AXlUmpiBMZSi6pvSg7Iu0F2mlGsjsY+/Wa29hyLlTclxxh79O+4F3SC5beA51e6u+ol55+UZT1Tf4pvq4JtThVs3KWism1yON1yuNxyOE2Vu9xym6YshiGLoYrPFkOJcf2UHH+6mpwgdS7bqF55c9V531eyO/YHHtDOpRUfae2l0/4mnXyVvttREpNvCBGdYuUHoUqxPNMulscuxf74K8Xa9zwiK9a+72OiR5DbLTkK5CrJV1F+jooP5Gl/Xrbi16/WFdYSNVGRUo0SJciheJXLbjhlV7ls8n9NTllVatpVpjiVyq4S2ZW/PkWz31wge2qG4lKbK7lZWzVv01FtMlIVb2N59ka3cba09EXvYy26SUMebfznPn6E9MXdh2b5lxdLm76Qev258Z+7EfD/VQXDNM3Av8rHYWfHjh36z3/+o9mzZ2vHjh2Kj4/Xscceq0svvVR/+9vflJSU1CjPu2vXLrVv316StHPnTrVr165RnqehKt+UfLVwkR7eMdrrXDfHmzqrR9uoe1Ny6StLqrwpMbUs/ma1MvZ7rrnNcZNmuf/g99gkuzVijQsLSst14sNz5K7mX54/WRbribjXlGSU+Z1b6u6uZ8v/rOVmN0mh/TOwyamBljW6yLpIQywrZTeqf7PnjE/T5NKzNLlsiLJVt69hJL/2iC6x9oNQpdpm2lUVbTPtYnnsUuyPP1a/5wOJ5R8kYm3ssfZ9b5qmzn3+2waVex3XKrV+PYJc5XIVZulA1u8qzN2tkry9Kj+wT2ZBpizFWYorzVZiWY5SnHlKNQ/IKne9x1gfLtPQPjVVlqWF8u1HqSy9i+Jad1fzTifpmC69lJwYH9bxHLbytkmv/LGiv1Ala7w09hupVY/wjOHNi6Qt8w/tdztfuuzt8Dx3CMT6/1eN8fM3wdERYvbs2Ro1apTy8/MDnj/uuOP0+eefq1On0K8oFQvBUdU3JV2MXZobP8HrfMfSt1UZVETzm5JX4/6lIdZVnv1pziF6yDkm4D3q/aakGiUOl7ILy5RT5FBOYZlyCh3KLjr4ufDQ58wDZcotDtCAXNIV1rl6NG6q3/Ey06annJfpddd5MmUJyXhr0lz5+qv1a11hm+cVxPmPK04fuv6g11zDvWZ21SbUX3vEnlj7QahSXUsvpIqwNBpm2sXy2KXYH3+sfs9XFcs/SMTq2GPx+37xlmxd/tqyBt/n3etPU//OGTKdZSrJ26v87N9VmPO7yvbvketApszCTFlLsmQvzVFyeY5SXXlKMwtC8Aoio8yM0zbr0cpreqLijzlNHU46U83adpWi6PsxJjjLpNfPlX5f7X18+L+kvteFbxyr35I+udmz60poqrWXr1ZyvI2wOgwIjlAva9as0emnn67i4mKlpKTo3nvv1aBBg1RSUqL33ntPr732miSpW7duWrFihVJSUkL6/NEeHPm+KelhbNPs+Ps8552mRceWveX1mGh9U/I36yeaEDfDs/+ju7NGOB6p9j6Vb0oCKS13KafIodxCh3IOBkC5RY6KY0Vlnu3KQKi+q29Uus46Ww/E+f8mYrO7jcaV36L1ZscG3b8+bHLqPMsKXWP7QidbNld7nds09JW7j15xXqAfzWODundNX3sc3mLxByEp0CzH4EV6pl0sj12K/fHH6vd8VbH8g0Ssjj1Wv+//9vYqfb52b43X2ORUMxWohZGvFsZ+NTfy1UL5FZ+N/WqufLWy5qu58pWmhjWqjmW5Rrr2NO2jpO5DdHS/C2RNq39D51ibaVdvn0+Qlr/ifaznSGnklLCGcGbedhn/PsHr2B/LntMOsxVhdRjEdHD0xBNPaPTo0WrdOvjfyiM0Bg0apAULFshms+nbb79V//79vc4//fTTmjChYobNww8/rIkTJwa6Tb1Fc3AU6E3JicZmfRJ/6GtQasapW9l0v8dG45uS0y3r9I79n579MtOmXmVT5FDg/xi7HZWqgV1bHAyDHJ7ZQrlFjgYHQcEzNc46S7fHzfQ7865zkB52XqVSVT91+ZQO6WqZmqDUBJtS4uMUH2dRnNUiu9WQ3WaRxTDkNk25TcltmnK5TBU5XCoqc6qozKnCMqfyih3ad6BMew+UyuEMPG37FGOTbrT9T4OrzOgKZJm7m15xnq9v3CfVODtqeK/WenHUyTXeC8GLlTeEsfqDUERLLxoolscuxf74Y/V7vqpY/kEiVsceS9/3Lrep/AMHdCBvn3Iz9+i5T5YoXQVqahSoqQrV1ChQM6NAzXRALYyKcCjDiK6ZQW7TUKESVaAkHTCTdEBJKjAr9ktMuxyKO/hhk1NWmeahr6lhmLLJ5emFlCCHkoxSpatI7RNKleTKV6r7gOIVeLZ5XexN6CRHx0Fq0/8vsh3dr9YgJFZn2tXbzx9LH3i321DGsdLYBVJ8atiGsW53vm6fsVpv51+pFsahRWjGOW7Wp+4BXtcSVjeOmA6OLBaLbDabzj33XF177bU6//zzZbPRm7uxrVixQv369ZMk3XDDDXr55Zf9rnG73erZs6c2bNigpk2bat++fYqLC90PXNEaHFX3puQUY5M+jH/Ys3/ATNQJZVMC3iOcb8ZN01RpuVu78op17vPfBuwRlKpirYm/3msVsgvL/qE1Qc6CCT9T99je0422z/zOPFc+Uv92XayaehnZLIZWTxwcsoDANE3ll5Rr9/4Sbc4s1ObMQv26r1C/ZBbot+wimabU2ditsdbZusj6XY19kH5xt9WrrvP1iWuAygOsQ2C1GPoxhGM/EsXaG8JY+kHIV6hLL8Iplscuxfb4Y/l7vlIs/yARy2MP9/e9aZoqKi4+2CQ6V6UFuSorzFN5cZ5cRfvlLN4vszRfltJ8WR0HFF+eryTXfqW6DyjdLAjYlzGSnKZFuWqiPCNdBdamKrY3kyOhuVyJzWWktJS1SSslpLdSUloLJac1U2qTdKUlxSsxzqqb3/mh1hlTwfD6BZlpSiV5Kszcqrzft6o4c5vKszcrPvcXNS/5TU3N/XW+f769lVzHXaBmfS+V2vWVLN6/rIvVmXb1lr1Zem2Q92rBtgTpuq+lo3qGbRhVw+rJcU/rHOuhkrnXnefpH86r/B5DWB16jfHzd1iTG6fTqc8//1yff/65mjdvriuvvFJXX321evQIU5OuI9DHH3/s2b766qsDXmOxWHTVVVfp3nvvVV5enhYsWKDBgweHaYSRU92S8HE+YYBT1a/8sGlfgZZuza3xTUll4FNQWq6CMqcKSytmuRQc/FxYWl6x73uu9OCxsnLP8XJXzTlvgZK0xWyjLsZuz7GTLFu0xhW+4MhutSgjxa6MFLuap8QrIzlezQ/uZyTHKyPFrte+26rvN+donHVWwNDosfLL9Zrr/Fqf69weR4U0eDEMQ+lJdqUn2dWjjfebh/yScv1vze+6/2PpbudY/ct5ia62falR1nlqYpT43aurZbeesbyiO23v623n2XrPdZaylO4573Kb2neglOConmp7Q+hym/p87V59vnZv1LwhrO7fnLoI5t+cxlDdSoiG3IqTS1a5ZJVbFrlllVtWmYe2Dbfn/Kfz5qtNWQeZbrdMt1Om23Xow+WU2zSlgzMETbNiVUTTNGUe3K/4VdfBfwdN0/PLZsPzOzCz4g3bwX1Dphau+V2DLIUyZcgtw/PZLUvFtumzf3DbLePgK6z4+GRuoVqXd5FhWGSxWmW1WCXDIqvVIsNilcViyGKxymJYZLHFVXxYrbJYbLJY42S1xcliMer8hjKWl8aO5e95qeL/79vf/7HeM3CLHS7d8f6aiM20i9WxS8F/3xtyK0llSlKpUoxSJalUySpVklGqFJVqxUdLZbaxy11aILOsSBbHAdnKC2R3FijBWaBEd6GSzSKlmkVKMcpVr2YNYfrylJtW5ShN+ZZ0FcQ1U6k9Q+UJGTKTW8pIaSl7eislprdWSkYbNW1+lJolx6ulte59Ia84rUNIgqMrTutwaMcwpKRmSunYTCkd+/hdW7p/n3ZtWqmcTYtl37NSHYp/VrNaZmWlOfZJaydLayerMKGNrCePUmLfK6WmHeo80y4WVr6tcWZ1ca70ziXeoZEkDX0qrKGR72qCP7qP9QqOTrRsCfi4sK4mWI1Y//8qHMIWHK1du1ZTpkzR22+/raysLGVlZem5557Tc889p759++raa6/VZZddptTU8E2jOxJ89913kqTk5GSdcsop1V43cOBAz/aiRYuOiOCoujclvsuMOmv5a3L7+z/q+NZNVOxwqaTcpRKHS8XlTpU43CpxOFVS7qp2BbHGsMbsrC46FBydaNmiACunBs1mMdQ02a6MZLuaJduVkRLv2W6WXBEOVQRDFaFQaryt1jeZdptFGVs/DVie9kD51XrLFdz3n9ebkkaWlhinHlX+M8tUUz3p/KtedF6ov1rn6xrbl2pt5Po97igjT3fEzdSttlma7T5NbziHaLV5rCRDhWXhKgcMTqyUe8XqG8LQBACm3ln8q3o2N1RaXKjSkhKVlRbJWVYkp6NUrrISuRwlcpeXyO0olVleIrO8VKazRCovk+EqkVFeKsNVVvHhLpfhcsjiLpdhOmVxl8tqlstqOj0fNrNc97rKNTHeKZtcssupuIMfNqOOK/LskfR+CL4MddBTkuwhuNFeSe817BYu05DzYMRWEbdZ5DIOxW4uoyJ2c8kq98HjNzpNXW+3ynnwMU7TIrcsch68zlnlXk5Z5DIrjlX8aR26zrXBoiWTW8gaZ5csVhkWm2S1yWKxSdY4GVabDEucLNaDxw8esxzctlgrwjDDapPVZpPFapfVapPFFidrXJysB8Mxq80mq80umy1OM77fILvKPa+5viIRekmx/YNEpMduut1ylDtUVlosR0mhHCXFKi8rUnlpsZyOYrlKi+VyFFf8e+Uokekorvj3ylkqV1mxTtmRqTNsZYo3HEqQQ8kqU7JRouSDIVGyURkQ1TLTp0jSr0EMOEITBFymoRylKctMU7aZpiylV3w++DG8/4lqf3RHNcloq6bNW6pVfJyOauQgr3+nDHVtldLgmRendWoW9PUJ6a107KnDdeypwyVJ5U6Xft74k35fPUfx2xfqxPLVSjOKq318Sunv0uKnpcVP6/em/fRpTj+5HH1Ul3/8oyG88BXMzOor+x6l0xZdKyN3q/eDT7hMOtl/dk9jjtU3rF5jdva6pqexTXFyBpyJH61hdVtlqZ2RrXJZVS6b9itZO81WNd7ncA2Owt4c2+l06n//+5+mTp2qL774Qk6n0/PNkZiYqJEjR+qaa67xCjJQfy1atFB2drZOPPFE/fjjj9Vel5eXp2bNKv6Bv+SSS/T++8G/s9+1a1eN5/fs2eMpl4uWUrWC0nKd9I+5Xv8AVzrTslrT7E979nebGRpQNimcw2sQ35XJtrhb62zHv6q9/qxuLdQhI/lgGBR/MByqCIoykuPVJLH2IKiuzO2LVT71Atnl9BxzmYbudo7VTFdwf/cjMR30130FGvzctwHPxcmpP1kWa6ztfzrOUvPfifXuDvrA9UfFnfQXjTrrZHXISG6M4QYl1sq9Yqr0wjRVXnJARQfylJOdqbveWaxElXp+O55kHPysMiUbZYfOGZWfD51PMsqUrFIlqsxvViQQC9ymcSj88gRdVs+Hy7RUOW6rcm3F55SkRMmwybRYZRpWmYZNbkvFfsVxm2SxVnw2bNLBYEyWimsrztskw+rZNi1xksUqGVYZFosMw5BhsUqGIYvFonkbsrQ1u9hrpppZ5SPgcbNyX56wrEfbprr8tA6SYVFFQmEenBVX8WFUbntm1FU5Vnmtacrtdst9cOadZ9tdMSvP7XZXzMpzOSW3Uws27tWunALZ5JLVcFd8PjgL0HYwarQdnFtnM1xVjrsPBsTlipNL6Xa3WiQZsrjLDwbLDlnd5Z5Q2WqWy2aWyyan4sxy2VQuu1kRLFctmz9SuExDeUpVnpmqXKVqv5miXDP14LEUZZnpyq4SFOUptdpQNdTl+HURbf/XbsvM14/LvlbZhq90SuG3Otbye62PyTFT9Z5rkN5yDtYeBf+DfLSUGwVXamfq2bj/6mLrIu/DR50gXfOlZA/f+8tA5aVNVKifEsZ6HTu/7FGtM6tfxbsu5aVlTrcKy5wqLnOpyFHRu7TI4VLxwR6mxY4qx8tcKnZUfC5yVDym4pqKa7MLA/fg8l14aJ6rt64rv6vacUVLK4qYL1WTJJvNphEjRmjEiBHKzMzUG2+8oWnTpmn9+vUqLi7WW2+9pbfeekvHHHOMrrnmGo0ePVpt27YN9zAPC6WlpcrOzpakWr9ZmjZtquTkZBUVFWnnzp11ep7Kb8pYsje/NGBoJMkrzJAkp1l9qVo0+tHtne53tuxRExXqQIAJ2DaLoX9f1ju8/7jlbJHx3ii/r/M/nFcFHRol2a3616Unhv0/9aPSEmS1GAG/d8pl04fuP+ojxxk607JGN9o+06mWjQHvc7xlu/5ueVOOde9o7k+n6J3mw9Wl/5903olHKyU+fP8sx1q5V7hLL0xHkYrzs1WwP/tgz4v9KivKU3nRfpmlB6TSA7I4DsjqKJDNWSC7s1DxrmIluouUZBYp2SxWnGEqXVK6pI9CMesFiFEWw5RdLlU7Bba2v5KloR5R7U6RQjNbLVvS/0JwnzroJ4Vm7G6pzot6Rf53DA1WYtpVaCSr2JKiEmuKym0pcsY1kTu+iZTQRJakDFlTMmRPbamE9BZKadpSKU1bKSGlmSa+uzokpV6hLsevi55t0/TKlafUu7F6qN8rdGyZpo4XXCxdcLE27yvQlO+/lblulgY6F6uLZXfAx2QYBbrZ9qlutH6mOe4+mu46V0vd3VXbN2g0lBsFO7N6nHWWf2iU2ka6fEZYQyMp8IydA0rRFndrdbbs8Rw7ybJF61zVB0dPfLFBI09ppwMl5TpQ6jz4uVwHSpw6UFqugirHamvhEQp1rUQ5nFtRRLQ7dcuWLXXnnXfqzjvv1PLly/X6669rxowZys/P19atW/Xggw/q73//uwYPHqxrr71Wf/rTn0LatPlwV1BwqDY4JaX2qu3K4Kiw8PBf9rOohn+Iff+BCDSdsiHibZaDK4DZlFL5OT7O75hn/+Cx1IPXpCfF6d6PftIX6/YFvP8m82iVmXGKN8o9x060bNV37hP8rg37m5LiXOmdS6US75Kuac4hmu46N6hbNNabkmCkJsTp3B6tanxDaMqib9y99Y2jt3oYv+kq61xdaP1eCVX+PCrZDZeGW5dreN5y5c9+UnNn91XO0cPU8w8Xqt+xR8liabx337FY7lXf0gtDbqWpSBnGAaVmFuirD39Vq7hiuYpypeJcGaV5spXtV3z5fiU685XkKlCqWXCwPEKq91uvw+CHp8ZSblaWa1m8PrtlHPy6VXzxTJ8voinDc8T0XOO773288n2lIVOWg72XKrsXWbyOmdXsV1x/JM6eAGJNuWlVkRIqPswEFStBloQUKS5Z7rhkuewV4Y+RkCZLYppsyU0Vl9xU8SlNlZjaTMlNMpSc1kyJ9gQl1nMMjdIjKAL+0KWF3r+hf9ANpo9rlap/XXpio78/O7ZVqo69eLhcI4Zp0a9ZmrV4vtr+9qHONxYFLGezGqaGWldoqHWFfnIfo8nO4frc3a/GACCS5Ua+fYKqc6FlkV/Lh2IzXr8PnqJjm7RpzCH6KSgt15frAn/PrzE7q7O8g6OaWlKs2ZWvNbvyQz7G+rIZPhMKauh9WynaWlGEStQsa9avXz/169dPzz//vGbOnKkJEyZo7969crlc+uqrr/TVV18pIyND11xzjf7v//5PrVu3jvSQo15p6aFfz9nttf/aKT6+YsnzkhL/Rr81qW2GUtVStWiRbK/+L325bNpjNvP08ChQUq33u+aMjmrfNEmJcVYl2q1KstuqbFuVbK8IgpLjbbLb6t/nodKV/TtWGxyVy6Z1ZkedYhwq6j/J2Kzv5B8chfVNicspvX+VlLPZ63BB+7P0Xv5NUmbt33fhelNSk7q8IfzZPEZ3O8fqcedf9RfrAl1pm6t2RnbAa9OMYl2khdLOhTrw9sP62nqSCtoOVNs+w3Vyzx6Kq0eDy+oE+6bEV6Tr/6v+NitBZWpuHFCGKpc2PqDmOqAM44AyjHxl6EDFeeOAmumAdy+edWEfeqMrN61yGHEqk13lhl0OI17lhl1Ow65yS7xclni5rIc+m9Z4mdYEyWaXYbXLsMUd/GyXrPaKfjfWeBm2OJXLptcW75TDtKlcNjnMiuWYy2XzLM3slFVu0zsIcvqEQi5ZJMOiVQ+eq7Sk8Ey/qqksua5sFmnV/Wcr2W6Ry+2S6XbL5XJVbLtMud2uQx8ul9xup0xnuUy3U25XxYfpdsp0Hto/9FFecd7l9DzO7XaqzFGuD1du9y4rqlJmVNkdyXawAXnlsaolRxXnnbLJrdapNllNlwzTJYvplMWzXbFvVeW2y7NdcT+nrGbl81Xe21njypJAIA7TqlLFy2HYVXbw3ymHkaByi11OS7yclkQ5LXZtyzdVqjiVKF5lsqvIjFfxwTCoMhgqNhNUqEQVm/EV+0qQQ96/DLNZDK2+PbxlI5HoEdRYerZN01fj/6ilW3P15tJt+upn75J2m8XQuT2O0hWnddBpnZqFdSa41WJo4HEtNfC4y5RfMlKzlm/Wqq/e0mXWbzTA+nPAx5xg+U3/sb+gCWZzTXWeqxmuQSoM8D7/y5/3qqC0POyzRoKdWT3CskjPxHmvlO0yDd1Sfqt2f+3Ul73MBv9ZlLvcyityKKfIoZxCh3KKypTr2XYop7BiP7fIocyCsmr7uf7o7uw1K+pEI3CD7GgV5zehoPbgKCU+tqpVghU1wZEkbdu2TdOnT9f06dO1b98+GYZxcDWViu/E7OxsPf3005o0aZIeeeQR3X777REecXRLSEjwbDscges2qyorq2gwmJhYt9+xREPPorqqqeRorruP5pb5r/hQHZvF0G3ndI2qNyVr3J11iuVQcBSoQXbY35R885i07TvvY616KfWKN/SFPSUq35QEUp83hPuVqldcF+hV13CdbvlZVycu0pnuZbKZgf9eNjGKNdi9WNq5WNr5uH6d1V67mp4m+zGnqeOJg9Tm6E71/jpE60o7brepA0VFysv6XUXZu1W6f4/K8/fKXbBP1uJMxRVn6erCfZpgz1cLY7+So2zp42BU/HATr5KDP+SUKF5F5sHPSvAcL1a8ik2fz0pQ8cEfnMoMu165+gw1S09TYlKy4hOSFGeNU5waMDuqFtP3r9K8UCzP3LN12EIjKbhZgsE6t0drpSVX/L8azjdPbxWvCv3S2CHgdpsqOxieOZ3lcpWXy+l0yOUsl8vpVEFxia6bujRgkBV3sF22d2+diuu8wi+jYtW+OLl0Zpdmssotw10Rxhlup+R2SW6nZFbsG26nZLoObleGYuWeMMxSGYYdDM0O7bsOdiUyZZgHOxSZppwul6d7kaXys2H6Hzv4WIvPcd9rKj+bh57Na6bcoeMWr/OmJNOomCfnPbPu4L4hz91dB3tClbiMg19Vw6uvVNVeUpXXVm2wXtmA3aE4TzjcrW2GEhISPUFzxed4yRZf0TDdliDDFiebPUHWuHjF2RMUZ0+QPT5e9oQkxSWkKD4xSfEJKbLbbEFV0E1/OzTf95Eo9zIMQ89eelKDegRFohy/OoZhqH/nDPXvnKGC0nLtO1CqwjKXUuKtatUkOhbRSEuM04Bu7fTQF6frM/fpOta5S1dZ52qk9duA7xfaGdl6MO5t/Z/tI73jOlvTnOdqb5U+SJEqNwpmZvVfrV/rMdvrfrNgH3Feqfnuk6VqSu2qBkG5RQ5lVwl+sgsdyi0qU05hxX5OkUP5Jf4z5etjjW8LDeN3pao4qF/M14VhSMl2m5LjK35hn3Twc3K8TUl2q1LibUqqPB9vU/LBX/Qnx9tkyNRNb/8QMPyKq2MLE5vFUKsmCTVeE6siHhyVlJToww8/1NSpU7Vw4UKvoKh79+669tprdeWVV3pWZZs5c6ZKSkp01113qWXLlrriiisi/AqiV9UV6oIpPysqKpIUXFlbrAvtDxPR96bEt89RxfKXpirLP8L+puTXudKiZ72PpRxVUYMdnypDivo3JZUa8obw/9u78zApynv/+5/unn1jhmGXEZABRXFJFJSwCCqKqCgoxOBBMbKYQCJPNPGYRCTnOSZGPTHq71FREdRIiMeAUVxC9EEWBYlbRAEFNOwCAwPMPtPd9ftjnGa6umaYpbu6qvv9uq657K6urrpHipqeD/f3exvy6uOUc3TXD3+klI5B+T99SeXvP6/8w/9q9n39tEv9SndJpf8rfSTtV6H25Z0lo+uZyj15oHr0+66yuvSVvCeelWTXSjuGYaisxq/DZdU6dni/Kg7tVe2Rfao79o1Uvl++ioNKrzmorNpDyvWXqsAoVUdPufKbO3H0Jl21StDwqEIZKvdkq8qbrWpvtmpTcuRPzZE/NVfBtFypoe9FRgelZnVQSna+0rM7KCO3o7JyC5TToUC3v/RZkzMFW+OKgd3Vt9+AKHxnLefm0gs3j73hvE4cv9frUbrXJ6X4pHTrKOCsgRXNj72FE8GuOLO7RkUx9GqJ6M5Ws7fJcVl1nUZFc+w329/o1anXfUs5rUdQtORmpDrqM1ljjdtQbDN6aq7/Zj3g/76u9a3Wzb431ct7IOI9eZ4q3ZqyXLf43tCrwSF62j9Wm4zekqRn39uhK8/qrlO75Srfpn/wONHqqz/0vaG5qc9HbH/GP0aLAmNCz+/866ca0D03bIZQtIKg1tps9FKNkaL0b0u+vB5DZ3q/0nvBgU2+56yTOqhLXrryMlKVl5mqvIyUb/+bqrzMFOVm1D9uqObISU9RRqq3Xb/XjBnYzfKeE9nCpPngKJ69yWItbsHRunXrtHDhQr344ouhXjyGYSgrK0uTJk3StGnT9L3vfS+0/0UXXaSLLrpI9957r6699lp9/PHHeuihhwiOmpGRkaFOnTqppKTkhCuflZaWhoIjNza7botE/lDyiVEc9ryz55h6ekq02+hs/4eSo7ulpeErKsibKl3/gtQhsvG9kz+UNIjWB8KU86cr//zp0tHdKv94qco/fkndjjYfIklSVx1S12MrpWMr65cZfluqUroOphWpMrOHAnknyVdwsrI691J2x27K6tBFGXmd5MkqbNOS8B4FlaFaZapWmapRhqdWf1v+sqr7pKmuvETBisNS1WGl1JQqrfaoMv1HlRM8pgIdU08dbdmS7TZlmGVGpo4YOar05ao6tYOqU/PlT89XMD1fRlZHebMLlZpdqPS8QmXmdVF2QWflFRQqJz1Nue3sOdVciWlrxOOe4+bSCzePXXL3+N38c9bN/8Dk5rE3cPN138CpPYISlVUbijJlaVFgjJ4LXKpLvR9oRspyfde7LWK/VE9AE3xrNcG3VmsDZ+ipwJV6fr2h57/9zNQ5N139uuSoX5ccFXXMUrcOGeqal6FueRnqlJPe5tAiGKxfGay6LqADZdVN9gmSDM3y/U0/T41c9fop/1jd678hbNvOw5XaeTiy31M81CpVm41eOqdRido5nm16T9bBUYrXoxemn++YsDqyVK35+CTevcliydbgaN++fXruuee0cOFCbd1aX0bTMLvo3HPP1bRp0zR58uSwmTJmvXv31n333afLLrtMX375pS3jdrMBAwZozZo12rZtm/x+v1JSrP/It2zZEvaeZJDIH0p2Gl1UauSowHN829me7crucoq9H0oCddJLP4xohq3R/yX1bHk5oBNF9QNhh57KGflT5Yz8qXRsrw58tFzHPn9T3UreV47RsuszUzU6uXabVLtNOiqpidZjfzBS9dv0NNUoVdVG/X/NSwGnyq8MT31IlKlaZXosSupKv/1qik1BUI2RqhLl6ZDx7ZfqlzguCT3P06Fvnx9WXugH/ls/G6GzuzT9syYW3HzPcXPphZvHLrl7/G6+5iV3B19uHrvk7uu+MSf3CEo0zbWhCMqrN4OD9WbtYH3X86VmpLymS70fWC56MMz3uYb5PteWYJEWBC7X3wJDdbBMOlhWo/e2H7I8d4rXE5r5kp3uU6rPK6/HI6+nfnamYUjVdYFvv4Kq9gdUVRtQjf/E/7CWp3L9NnWBrvS9H/Haw/4Jesh/rWL5ocvjkQqy0tQxO02F2WkqzGl4nB72+LF3tmrNVuv/P58E++ocb6PgyKKFRgOnhdWtWVUt3r8XxpptwdEVV1yhFStWKBgMhsKi/Px8TZ48WdOnT9fZZ5/d4mP16dNHklRZ6Ywk1cmGDRumNWvWqKKiQh9++KHOP/98y/1WrVoVejx06FC7hhdXif2hpL6meKTv+OyVX51doe6TotuX5oTe/i9pl+kH3WlXShf8yL4xxFBMPhDm9VCXkTPUZeQMKeBXyZfrtOfD15W6958qqvxcuWrffS/DU6cMfTtd2aGfT+sMn0q9+Trm66iKtELVZHRWXUYn/X2HoQNGvg4aHXRIeSoxOqhcmWrtNxKv+nO333PcXHrh5rFL7h2/2695Nwdfbh57A7de92Zu6BGUCFo60+4jo79ureuvXp5vdIvvDU30rbL8B7LTvLv0gPdJ/TzlRS3yX6oXApfoqKzbefiDho5W1UW9HGywZ7MeSntMJ3kiA5n76q7XE4FxrT5m4yCoY3aaOjURBDU8LshKk68FM64NGU0GR+Y+R+eYWmg05rSw2ryqWlOlavH+eWUHj9GQ4sSYt1HvjREjRmjatGm67rrrwho4t9TevXs1efJkeTwerVy5MprDTDgbNmwIhUUzZ87UE088EbFPMBjUwIEDtXnzZuXn5+vAgQNKTY3eD7Hdu3eHyt927drluGbarV2WXDr+oSRey5I3p+FDSc66B9Xt4z8ef6GwnzT7n/U/MezwxZvSn78fvi2/lzRztZSZb88YbBbrD4RGMKAdX3ysvRtXy9j7sfLKtqunf0fYzDInO+LpoLKUAlWmFao2o7OCWZ2l3G5K7dBVGfk9lNOph/I69VRGbqFlv6YfR6lZarSbBLeW2+85n+056trSCzePXXLv+N18zX+252i7gq94rUIpuXvsjbn1uof93tteoslPRc7MaU6+yvQfvrd0U8oKdfY0vQx8pZGuvwRGamFgjHYaXds71GalyK+fpizVLN/f5LOYFTW37iY9F7is2WNMueBk9eua2yggSm9VENRahmHosj+utvx72sezTyvTbw/bNqT6Ue1TeK/MU7vmRn3xldYy/7x6JPVRjfOtC73+f/xX60F/+O83Tvl51Vgsfv+2LTjq1q2bbrrpJk2bNk39+vWz45T41ogRI7RmzRqlpKRo9erVGjJkSNjrDzzwgH7xi19Iku655x7Nmzcvqud3enAkJeiHkl0bpAWjw7fNXC11b/nsvjY7tk96/HvhJWq+NOmHf5dOit8v7Imoutavr//9tb7Z/rFqDn4tz9FdSq/Yq7yab9QxWKIClamDJ/qzM6uNVJV781SV2kE1qR3kTy9QMLOjPFkdlZLTSem5nZSZ30U5nXooM7+HlN1J8rUvRGvLB0Irf55+QbONve3g9nuOYRiuLb1w89gl947fzde8m4MvN4+9Mbde97BXc+HFiaSrVlf73tWs9DfVK9hEvf+3PvUO0Ev+oXq5drCONTELqS3SVavrfKs1w7fcspl3qZGjO+uma0VwULPHsbshf4OmwmqPgvokfUbY59Fba+fozeDg0HOnhtWPpz6ky33/DL32R/8E/dF/Xei5035eNXB1cNRcfx3E1scff6yhQ4eqqqpKOTk5+uUvf6lRo0apqqpKS5Ys0ZNPPilJ6t+/vz744INme0y1hRuCIykBP5QYhvTwWdKRnce3fe+n0qX/b2zPGwxKz18jfb0qfPvlD0jnz7B8C2IjEDRUVl2nI+VVKj9SoiMl3+jB5R8q1ahThqdWGapVuuq+Xey50fvkVaXSVa10VRrpqlK6qpSmauPb/ypNHm+K7R9K2vOBsIET/jWrQaLcc9xceuHmsUvuG7+br3k3B19uHrsVt133sFe7Z9rNOF8DKzdI7z0q/XtNs/sbvjRV9rpEpT0v0sFO56s0ravKawIKBIMKBqVAo9XCM1J9Sk/xKTPNp4wUrzJSGx77lBmsUO6m51Wz+lF1CBy2PNd7gdP1s7of6Rud+B++4jmzuqmw+rnU32mEb2Po+RP+K3Wff7IkZ4fV2Utv0FkVx2ccPVA3SfON8Y7+eSW5PDhCfL366qv6j//4Dx07dszy9f79++u1115TcXGx5evt4ZbgqLGE+VDy1jxp7UPHn+f1lOZsbNGy7W229o/SW/eEbzvtSun7f7KvTA5Ncnu5V6KUXpglzD0HaCE3XvNuDr7cPHagtaI2027vJ9K6/yN9tlQyWnCsjn2lUy6Ueg6qb89Q0EvK7S55G/XFCQalmqPS7g+kHe9K/35X2vuRFPRbHrLO8Ol//BP1ZODKiMVMmhLvmdVWYfXPUl7UT1NeDj1fHxyg62vvdn5Y/adrpW1vhZ6WDPmV0i/8fxz/84rgCO2yY8cOPfzww3rttde0e/dupaWlqbi4WBMnTtTs2bOVlZUVk/O6MThKGN9slJ4YFr7t5jelXkOs92+vPR9KCy4N/+GX20P60btSVuKuMuAmiVDulSilFwDcy43BVwM3jx1oqajOtDuyS3r/CemTF6Sq5paUteBNlbI7S/5qqa5K8le1+K2fBE/R3Lqb9anR98Q7f8spM6vNYfVIfaAFaf8Ter3Gk6GPJm/UBcWd4z7WZj07LryK4rLfSUN+HL/xtBDBEVyJ4CiODEP6/86XSr44vm3QdOmKB6N/rpoy6YnhUunXjTZ6pJtelfoMj/750CaJUu6VaKUXAAAguqI+085fK237h/SvJdKXb0qByNXYomGdMVCP1o3Te8Ez1JqVY506s7qsuk4l3+xSn0XfCX/hR+9JXc+Iz6BaauHY+plhDcY+KA2eHr/xtFAsfv+m6RCQyDwe6czrpJX3Ht+26WVpzH2SL8p//V//uSk0kjT8dkIjh3H78tgNBp7UQX+fM4LSCwAAYMnj8WhI30IN6VsYnZl2KWnSaVfUf1WVSptfrS9j+np162ciRQzWJ516uTTsZ/JXnaxPnv9QasPMaqeFRpKUm5Gq3N6nSB1Olo426r2671PnB0eBuvDn3uSNT5L3OweSxcBrw4OjioP1Uy6LL47eOT56XvrXn8O39RwkjfzP6J0DUTPwpA6aP+XcNpd7OeVDSdQ/EAIAgISUm5Ea3c8FmQXSd2+s/woGpW8+rf98vWNd/T+klu5ovizNmyqddK7Ue6jUa6hUdL6UXr9C23BJL84ckngzq7ueHh4cHdoWv7G0lHlWWTtXCHYzgiMg0RX2lXp8R9r78fFtn/01esHRNxul1+8I35aeJ137dFLfXJ1ueL/OCfWhJOofCAEAAFrC65V6nFP/NfS2+m2GUf+PtUd2SpWHpdQMKTVbSs2U0rKknG7125qQkDOrO5p6NR3eHp9xtIa5abk3eT9rEhwByWDgteHB0eZXpSv+0OwPrBapPiq9eGN9w7/GrvqjVNC7fcdGzCXkhxIAAIB483iknC71X20+RILNrC40BUeumHFkKlVL4n8UJzgCksEZE6QVd0v6NhSoOVZfkz3gyrYf0zCkv82SDn8Vvn3wjPqgCq6QcB9KAAAAEkxCzKwuLA5/fuir+t8nnPwPk0GCowbeeA8AgA06nCT1+l74ts9eat8x1z9WP3OpsZPOlS797/YdF3GTm5Gq4i65OqcoX8Vdct3/AQUAAADOYJ5xVFchlX0Tn7G0VIBStQYER0CyMM8C+uJNqfxg247173elf8wN35ZZIE1cJKWkt+2YAAAAABJTbg8pJTN8m9PL1SJmHCVvwRbBEZAsTr8mfAlJf5X0tx/XTxFtjT0fSou/b2oW55EmPC3lnxyNkQIAAABIJF6v1PGU8G1Ob5BtXlWNGUcAEl52YX141NjWFdI/n275Mb7ZKD0/QaotC98+4udSv0vaPUQAAAAACcptDbLNpWq+tPiMwwEIjoBkMuY+Kdu0usOKX0sHNp/4vQe2SM9dLVUfCd9+6lhp5H9GbYgAAAAAElBEg2yHzziiOXYIwRGQTHI6S9c8Hr7NXy29dItUV930+w5tl54bJ1UeCt/e9yLpuoWS1xf9sQIAAABIHBEzjhweHAVMwZGXHkcAkkW/S6TzfxS+7cDn0tu/idy3plxa9YD05EipfH/4a72HS99/QUrNiNlQAQAAACQI84yj0q+lYCA+YzkRw2DGUSPJG5kByeySedK/10j7Pzu+bf1j0terpb6jpFNGSSVbpTUPShUWK6/1HCz9YImUlmXbkAEAAAC4mDk4CtRKR3dJBb3jMpxmWQVaSdwcm+AISEapGdK1T9fPJPI3KlHb/1n913uPNv3e7udI//GSlJ4T61ECAAAASBRZhVJ6B6nm6PFth7Y5Mzgyr6gmSb7kjU8oVQOSVZcB0qX/3Yo3eKSzvi/d+LKU0SFWowIAAACQiDwe9/Q5MpepSUm9qlryRmYApEHT6kvR1j0m1ZY1vV+/y6SL75a6nWnf2AAAAAAklsK+0t6Pjj93anAU8Eduo1QNQFLyeKRRv5RG/Fza/YH01Upp+/8v7flQMoLSyd+TLp4r9RoS75ECAAAAcDtzn6ND2+IzjhOxnHFEcAQgmflS68OhXkPqg6TqY1JthZTXPd4jAwAAAJAozMHRYafOOLIIjrzJG58k73cOoGkZefVfAAAAABAtHU8Jf35kp+SvkVLS4zOepjDjKAzNsQEAAAAAQOyZm2MbQan033EZSrMsZxwRHAEAAAAAAMRORgcpu0v4Nic2yI4IjjyS1xeXoTgBwREAAAAAALCHedaRExtkm0vVfKn1CwslKYIjAAAAAABgD3Nw5MQG2QF/+PMkLlOTCI4AAAAAAIBdOppnHDkwOIqYcZTc64oRHAEAAAAAAHsUFoc/d2KpmrnHETOOAAAAAAAAbGAOjsr2STXl8RlLU8zBkY/gCAAAAAAAIPY69oncdvgr+8fRHKvm2EmM4AgAAAAAANgjNVPqUBS+zWkNsilVC0NwBAAAAAAA7GNeWc1pfY6YcRSG4AgAAAAAANjH6SurBfzhz5lxBAAAAAAAYJOIldUcFhxFzDhKic84HILgCAAAAAAA2Mdcqlb6dXzG0ZRAbfhzZhwBAAAAAADYpEPP8OcVByV/TXzGYsVcquZLi884HILgCAAAAAAA2CfvpMhtZfvsH0dTKFULQ3AEAAAAAADsk9FBSs0O33Zsb3zGYiVgCo4oVQMAAAAAALCJxyPl9QjfdnRPfMZiJWLGEcERAAAAAACAfTqYytWOOSg4Mvc48lKqBgAAAAAAYB9znyNHlaqZVlVjxhEAAAAAAICNzKVqTppxFFGqxqpqAAAAAAAA9nFycESpWhiCIwAAAAAAYK+8nuHPnVSqRnPsMARHAAAAAADAXuYZR+UHJH+t9b52C5iCIy/BEQAAAAAAgH3MwZEMqWxfXIYSIWgqVWPGEQAAAAAAgI0yC6TUrPBtTilXM6+qRo8jAAAAAAAAG3k8zm2QbS5VY1U1AAAAAAAAmzk1OKJULQzBEQAAAAAAsJ9TV1aLaI5NqRoAAAAAAIC9HDvjyFyqxowjAAAAAAAAe5mDo6MOCY4iZhwRHAEAAAAAANgr76Tw504tVWPGEQAAAAAAgM06mIKj8v2RoU08UKoWhuAIAAAAAADYzzzjSIZUti8uQwlDqVoYgiMAAAAAAGC/zAIpJSN8mxPK1YL+8OfMOAIAAAAAALCZx2PR58gBDbIjZhylxGccDkFwBAAAAAAA4sOJK6vR4ygMwREAAAAAAIgPJ66sFrGqWlp8xuEQBEcAAAAAACA+zDOOKFVzHIIjAAAAAAAQHx0c2OOIUrUwBEcAAAAAACA+HFmqZlpVzUtwBAAAAAAAYD9zqVrZN5GlYnaLmHFEqRoAAAAAAID98nqaNhhS+f64DCUkoscRM44AAAAAAADsl9VR8qWHbzsaxz5HwaBkBMK3saoaAAAAAABAHHg8zlpZzVymJtEcO94DAAAAAAAASayDqVwtng2yrforeelxBAAAAAAAEB/MOHI0giMAAAAAABA/TgqOAv7IbTTHBgAAAAAAiJO8k8Kfx7NUzXLGEaVqAAAAAAAA8WEOjuK5qlqgNnIbq6oBAAAAAADEiblUrfwb65IxO1CqFoHgCAAAAAAAxI95xpERlMr3x2csNMeOQHAEAAAAAADiJ7tTZDlYvBpkB0zBkccneTzxGYtDEBw52MiRI+XxeFr01RKff/65br31VhUXFyszM1OdO3fWiBEjNH/+fPn9cZoGCAAAAABIbh6Pc1ZWM884SvLZRpKU3K3Bk8iCBQs0a9Ys1dTUhLZVV1drzZo1WrNmjRYtWqTly5ersLAwjqMEAAAAACSlvJOk0n8ff35sX3zGYe5xlOT9jSSCI1c477zztHDhwja//+9//7tmzJihYDCorl276le/+pXOP/98HT58WE899ZSWLl2q9evXa8KECVq5cqW8XiaiAQAAAABslN05/HnFgfiMw7yqGjOOCI7cIDs7WwMHDmzTe/1+v2bPnq1gMKi8vDy9++676tu3b+j1MWPGaNasWXrssce0evVq/elPf9KNN94YraEDAAAAAHBiOV3Cn5cfjM84KFWLwNSSBLds2TJt27ZNknTXXXeFhUYNHnjgARUUFIQeAwAAAABgq2xTcBS3GUeUqpkRHCW4l19+OfR46tSplvtkZWVp0qRJkqTPPvtMW7dutWFkAAAAAAB8K8dUqlYep+AoYsYRhVoERwluzZo1kqRTTz1V3bp1a3K/Cy+8MPR47dq1MR8XAAAAAAAhETOO4lSqFjAFR8w4oseRG2zZskWDBg3Sli1bVFdXp06dOuncc8/Vtddeqx/84AdKTbW+kMvLy7V7925J0mmnndbsORq/vnnz5laNr+EcTdm3L07d8AEAAAAA7mDucVRxUDIMyeOxdxxBU6kaPY4Ijtxg//792r9/f+j5nj17tGfPHr3yyiv6/e9/r5deekkDBgyIeN/u3btlGIYkqWfPns2eo6ioKPR4165drRpf4/cCAAAAANBq5lXVArVS9VEpM9/ecbCqWgSCIwfzer26+OKLNXbsWJ199tkqLCxUWVmZPvroI82fP1+bN2/Wpk2bNGrUKG3YsEEnn3xy2PvLyspCj3Nycpo9V3Z2duhxeXl5dL8RAAAAAACaY55xJNXPOrI9OKJUzYzgyMGWLl2q/Pz8iO3Dhw/Xj3/8Y02fPl3PPvus9u/frzlz5mjp0qVh+1VXV4cep6WlNXuu9PT00OOqqqpWjfNEM5T27dunwYMHt+qYAAAAAIAkkpoppeVKtccnQKj8gNSpn73jiGiOTXBEcNROfr+/yR5DrbFw4cKIVc+sQqMGqampevrpp/X+++9ry5YtWrZsmfbs2aOTTjoptE9GRkbocW1trdVhQmpqakKPMzMzWzX2E5XBAQAAAABwQjmdpcONgqOKOKysFjD1OPISm7CqmoulpKTolltuCT1ftWpV2Ou5ubmhxycqP6uoqAg9PlFZGwAAAAAAUWdeWa08DiurMeMoAtFZO6WkpLR6FTIr3bt3b9P7Tj/99NDjPXv2hL3WeCbQiVY+a1xuRrNrAAAAAIDtckwNsuMy48gcHDXf9iUZEBxFwYmWuo+lhlXTrOTk5KioqEi7du3Sli1bmj1O49etVmgDAAAAACCmImYcOSA4olSNUjW327RpU+hxjx49Il4fNmyYJOmLL77QN9980+RxGpe5DR06NIojBAAAAACgBcwrq1VQquYEBEcu5vf79cwzz4SejxgxImKfa665JvR40aJFlseprKzUiy++KKm+9K1///5RHScAAAAAACeUbSpVc8SMI4IjgiOHWrlypY4cOdLk63V1dZo2bVqoxOyqq66y7E00fvx49e3bV5L0u9/9Ttu3b4/Y5+c//7lKS0tDjwEAAAAAsF3EjKM4BEdB06pqzDiix5FTPfvssxo3bpzGjRunkSNH6tRTT1VeXp7Ky8v14Ycfav78+aGm3F26dNHDDz9seZzU1FQ98sgjuuqqq3Ts2DENHTpUv/71rzV48GCVlpbqqaee0l//+ldJ9WVtU6ZMse17BAAAAAAgJGLG0UHJMCSPx74x0OMoAv8HHKy8vFyLFy/W4sWLm9znzDPP1JIlS9SnT58m9xk7dqyeeOIJzZ49W/v379dPfvKTiH0GDx6sZcuWyefzRWXsAAAAAAC0ijk48ldJteVSeq59Y4joccSqagRHDnXnnXfqnHPO0bp167Rp0yYdPHhQhw8fVnp6urp27arzzjtP1113ncaPH9+isGf69OkaMmSIHnnkEb399tvau3evsrOzNWDAAN1www2aNm2aUlK4HAAAAAAAcWIuVZPq+xzZGRwFasOfU6pGcORUAwYM0IABAzRnzpyoHXPgwIF68skno3Y8AAAAAACiJi1HSsmsn2nUoOKgVNjXvjEETD2OKFWjOTYAAAAAAHAAj0fKMZWrVRy0dwwRpWrMOCI4AgAAAAAAzpBtKlcrt3lltYjm2ARHBEcAAAAAAMAZzH2ObJ9xZCpV81GqRnAEAAAAAACcwbyyWrxnHLGqGsERAAAAAABwiIgZR3YHR6ZV1ShVIzgCAAAAAAAOEdHjKN6lagRHBEcAAAAAAMAZIlZVi3dzbHocERwBAAAAAABniPuMI3OPI2YcERwBAAAAAABnMPc4qi2T6qrsO3/AVKpGjyOCIwAAAAAA4BDmVdUke1dWY8ZRBIIjAAAAAADgDBkdJF9a+LYKG8vVzKuqERwRHAEAAAAAAIfweCz6HNk444hStQgERwAAAAAAwDniubJaRKkaq6oRHAEAAAAAAOeI58pqAVNwxIwjgiMAAAAAAOAg5gbZcZ1xRHBEcAQAAAAAAJwjolTNzhlHph5H5kbdSYjgCAAAAAAAOEdcS9VMq6p56XFEcAQAAAAAAJwjxxQc2VWqZhiUqlkgOAIAAAAAAM5h7nFUblNwFAxEbqM5NsERAAAAAABwEPOMo+ojkr/WcteoMs82kiQfpWoERwAAAAAAwDnMPY4kexpkByyCI2YcERwBAAAAAAAHySyQPL7wbXb0OQr6I7exqhrBEQAAAAAAcBCv16LPkR0zjizK4WiOTXAEAAAAAAAcJscUHNkx48iyVI0eRwRHAAAAAADAWcx9juxYWc2yOTYzjgiOAAAAAACAs5hXVrOlObZFjyOaYxMcAQAAAAAAh4nocRSnGUdeX+S2JENwBAAAAAAAnCVixpEdPY5MzbF9aZLHE/vzOhzBEQAAAAAAcJaIHkdxKFWjTE0SwREAAAAAAHCaeKyqZi5V87GimkRwBAAAAAAAnMbc46iqVAoGYnvOgCk4YsaRJIIjAAAAAADgNFmF4c+NoFR9NLbnjJhxRHAkERwBAAAAAACnyewYua3yUGzPae5xRHAkieAIAAAAAAA4TWqGlJYTvi3mwZFpVTVK1SQRHAEAAAAAACfKMs06inVwRKmaJYIjAAAAAADgPOY+R3aXqjHjSBLBEQAAAAAAcCJzcFRREtvzRcw4Sont+VyC4AgAAAAAADiP7TOOTMERM44kERwBAAAAAAAnyuoU/rzycGzPFzSvqpYW2/O5BMERAAAAAABwHrubY5tXVaNUTRLBEQAAAAAAcCJK1RyB4AgAAAAAADiP3cFRRHNsgiOJ4AgAAAAAADhRRHAU4x5HAVOPIy+lahLBEQAAAAAAcCJzcFRzNLKcLJqYcWSJ4AgAAAAAADiPOTiSYjvryBxKsaqaJIIjAAAAAADgRJkFkdti2ecoojk2pWoSwREAAAAAAHAiX4qUkR++LZbBEaVqlgiOAAAAAACAM9m5slrEjCOCI4ngCAAAAAAAOJWdwVHQtKoaM44kERwBAAAAAACnigiObGyOTY8jSQRHAAAAAADAqSKCo5LYnSuixxGrqkkERwAAAAAAwKmyOoY/t7PHEaVqkgiOAAAAAACAU8W1OTalahLBEQAAAAAAcKrsTuHPY9ocmxlHVgiOAAAAAACAM8W1OTbBkURwBAAAAAAAnMrOUrWgP/y5j1I1ieAIAAAAAAA4lTk4qquUaitjc66I5tisqiYRHAEAAAAAAKcyr6omSVUxKlcL1IY/p1RNEsERAAAAAABwqvQOkscXvi1W5WoRpWoERxLBEQAAAAAAcCqvN3LWUayCo4jm2PQ4kgiOAAAAAACAk9m1slrQ3OOIGUcSwREAAAAAAHAyu1ZWC5hK1ehxJIngCAAAAAAAOJldpWrMOLJEcAQAAAAAAJzLthlHplXVCI4kERwBAAAAAAAnMwdHFSWxOQ+lapYIjgAAAAAAgHPZNeMoolSNVdUkgiMAAAAAAOBkdq2qFjAFR8w4kkRwBAAAAAAAnMyOGUeGIRmB8G30OJJEcAQAAAAAAJzMalU1w4juOcyzjSTJlxbdc7gUwREAAAAAAHCurE7hz4N1Uk1ZdM9hXlFNkrz0OJIIjgAAAAAAgJOZS9Wk6JermRtjS5SqfYvgKAbKy8u1evVqPfjgg5o0aZL69Okjj8cjj8ej3r17t/p4n3/+uW699VYVFxcrMzNTnTt31ogRIzR//nz5/f4TH+BbS5Ys0WWXXabu3bsrIyNDvXv31pQpU7R+/fpWjwkAAAAAAFukZUu+9PBt0W6QHbD43Zrm2JIk5l3FwFVXXaV33nknKsdasGCBZs2apZqamtC26upqrVmzRmvWrNGiRYu0fPlyFRZaJLCN9p84caKWL18etn3Hjh3asWOHFi9erHnz5unuu++OypgBAAAAAIgaj6d+1lHZ3uPbbJlxRGQiMeMoJoxGTboKCgo0evRo5eTktPo4f//73zVjxgzV1NSoa9eueuSRR/T+++/rjTfe0IQJEyRJ69ev14QJExQMBps8zi233BIKjUaNGqWXX35ZGzZs0IIFC9S3b18Fg0HNnTtXTz/9dKvHCAAAAABAzMV6ZTWaYzeJ+CwGJk+erBkzZmjw4MEqLi6WJPXu3Vvl5eUtPobf79fs2bMVDAaVl5end999V3379g29PmbMGM2aNUuPPfaYVq9erT/96U+68cYbI46zatUqLV68WFL9TKhly5bJ5/NJkgYNGqRx48bp3HPP1c6dO/WLX/xC1113nfLz89vx3QMAAAAAEGVWK6tFU5BStaYw4ygGZsyYocmTJ4dCo7ZYtmyZtm3bJkm66667wkKjBg888IAKCgpCj63cf//9kiSfz6fHHnssFBo16NSpk37/+99LkkpLS7VgwYI2jxkAAAAAgJiI+Ywji1XVaI4tieDIsV5++eXQ46lTp1ruk5WVpUmTJkmSPvvsM23dujXs9fLycr399tuSpNGjR6tnz56Wx5kwYYLy8vIkSUuXLm3nyAEAAAAAiDK7S9U8vvreSiA4cqo1a9ZIkk499VR169atyf0uvPDC0OO1a9eGvbZhw4ZQU+3G+5mlpaXpggsuCL2nrs6ithMAAAAAgHiJdXBkbo7NbKMQehw5UHl5uXbv3i1JOu2005rdt/HrmzdvDnut8fOWHGfFihXy+/3aunWrTj/99BaPt2GsTdm3b1+LjwUAAAAAQISYzzgy9Tiiv1EIwZED7d69O7QyW1PlZQ2KiopCj3ft2hX2WuPnrT1Oa4Kjxu8FAAAAACDqYt4cmxlHTaFUzYHKyspCj3NycprdNzs7O/TYvGpbtI4DAAAAAEBc2d3jiOAohBlHDlRdXR16nJaW1uy+6enpocdVVVUxOc6JmGc6me3bt0+DBw9u1TEBAAAAAAgxB0dVpVIwIHl91vu3ljk4olQtJGmDI7/fr9TU9l8ICxcubHLVs7bKyMgIPa6ttVgSsJGG5teSlJmZGZPjnMiJyuAAAAAAAGgXc3BkBKXqo5ElbG0VUaqWtHFJBErVHCg3Nzf0+ERlYxUVFaHH5nK0aB0HAAAAAIC4sgqIolmuxoyjJiVthJaSkhKxCllbdO/ePQqjCdd4Bs+JVixrXCZmblJtPs55553XpuMAAAAAABBXqZlSarZUd3zSQ31w1C86xw+aVlWjx1FI0gZH0omXqI+XnJwcFRUVadeuXdqyZUuz+zZ+fcCAAWGvNV4ZraXHSUlJUXFxcWuHDAAAAABAbGUXSkfMwVGU0By7SZSqOdSwYcMkSV988YW++eabJvdbtWpV6PHQoUPDXhs0aFCoKXbj/cxqa2u1fv36iPcAAAAAAOAYsVxZzdzjiFK1EIIjh7rmmmtCjxctWmS5T2VlpV588UVJ9bOL+vfvH/Z6bm6uLr74YknSW2+91WTZ29KlS3Xs2DFJ0vjx49s5cgAAAAAAYsAcHFWURO/YAdOCUsw4CiE4cqjx48erb9++kqTf/e532r59e8Q+P//5z1VaWhp6bOWOO+6QVL+K3KxZsxQIBMJeLykp0Z133ilJys/P17Rp06L2PQAAAAAAEDWZpgbZVYejd+yAqceRN6k7+4Th/0QMbNu2TWvXrg3b1rCqWXl5ecQMojFjxqhbt25h21JTU/XII4/oqquu0rFjxzR06FD9+te/1uDBg1VaWqqnnnpKf/3rXyXVl7VNmTLFciwXXXSRrr/+ei1ZskSvvPKKRo8erTlz5qhHjx7auHGj7r33Xu3cuVOSdN9996mgoCAa/wsAAAAAAIiuiFK10ugd21yqxoyjEIKjGFi7dq1uvvlmy9cOHToU8drKlSsjgiNJGjt2rJ544gnNnj1b+/fv109+8pOIfQYPHqxly5bJ5/M1OZ5nnnlGx44d0+uvv66VK1dq5cqVYa97vV7dfffdmjlzZku+PQAAAAAA7JdlmnEUy+bY9DgKoVTN4aZPn64PP/xQ06dP1ymnnKKMjAwVFhZq2LBhevzxx/Xuu++qU6dOzR4jMzNTr732ml544QWNHj1aXbp0UVpamoqKijR58mStXbtW8+bNs+cbAgAAAACgLTJNFTLRLFULmkrVmHEUwoyjGJg6daqmTp0ateMNHDhQTz75ZLuPM3nyZE2ePDkKIwIAAAAAwGaxXFXNPOOI4CiEGUcAAAA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+ "text/plain": [ + "
" + ] + }, + "metadata": { + "image/png": { + "height": 480, + "width": 583 + } + }, + "output_type": "display_data" + } + ], + "source": [ + "N = 20 # N appartient à [4, 8, 12, 16, 20] ou N est le nombre de points pour l'interpolation\n", + "x = np.linspace(0, 3, N)\n", + "xx = np.linspace(0, 3, 200)\n", + "\n", + "for f in [f0, f1, f2, f3]:\n", + " y = f(x)\n", + " plt.plot(xx, f(xx), label=f\"Courbe {f.__name__}\")\n", + " plt.scatter(x, y)\n", + " plt.plot(xx, interp(x, y, xx), label=f'Interpolation {f.__name__}')\n", + " plt.legend()\n", + " plt.suptitle(f\"Courbe {f.__name__}\")\n", + " plt.xlabel(f\"$x$\")\n", + " plt.ylabel(\"y\")\n", + " plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Nous rappelons le résultat d'existence et d'unicité vu en cours\n", + "\n", + "> **(Polynôme interpolateur de Lagrange)**
\n", + "> Etant donnés $N$ un entier strictement positif, $x_1,\\ldots,x_N$ des réels deux à deux distincts et $y_1,\\ldots,y_N$ des réels, il existe un unique polynôme $P$ qui vérifie\n", + "> $$ P\\in\\mathbb{R}_{N-1}[X], \\qquad P(x_i)=y_i, \\quad 1\\leq i\\leq N.$$" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Construction par la méthode de la matrice de Vandermonde\n", + "\n", + "Nous rappelons que le vecteur $a=(a_1,\\ldots,a_N)$des coefficients du polynôme interpolateur de Lagrange dans la base canonique de $\\mathbb{R}_{N-1}[X]$ est solution du système linéaire\n", + "$$ M a = y$$\n", + "où $M$ est la matrice de Vandermonde associée aux points $(x_1,\\ldots, y_N)$ et $y=(y_1,\\ldots,y_N)$.\n", + "Nous avons\n", + "$$\n", + "M = \\begin{pmatrix}\n", + "1&x_1&\\ldots&x_1^{N-1}\\\\\n", + "1&x_2&\\ldots&x_2^{N-1}\\\\\n", + "\\vdots&\\vdots&&\\vdots\\\\\n", + "1&x_N&\\ldots&x_N^{N-1}\n", + "\\end{pmatrix}.\n", + "$$" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Question**\n", + "\n", + "> 1. Proposez une fonction `interp_vdm_build` qui prend en argument un `ndarray` noté `x` et qui retourne la matrice de Vandermonde associée.\n", + "> 2. Proposez une fonction `interp_vdm_poly` qui \n", + "> * prend en argument deux `ndarray` notés `x` et `y` ;\n", + "> * vérifie que les deux arguments ont bien la même taille ;\n", + "> * calcule la matrice de Vandermonde `M` associée au vecteur `x` ;\n", + "> * retourne la solution du système `Ma=y`.\n", + "> 3. Vérifiez que vos fonctions fonctionnent correctement en affichant les résultats pour des points bien choisis (vous pouvez prendre ce que vous voulez...)\n", + "\n", + "*Indication : vous pourrez utiliser la fonction `fromfunction` du module `numpy`, la fonction `solve` du module `numpy.linalg`.*" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "def interp_vdm_build(x):\n", + " size = x.shape[0]\n", + " M = np.reshape(x, (size, 1))\n", + " power = [x for x in range(0, size)]\n", + " return M**power\n", + "\n", + "def interp_vdm_poly(x, y):\n", + " if x.shape != y.shape:\n", + " raise ValueError(\"x and y must have same dimension!\")\n", + " return np.linalg.solve(interp_vdm_build(x), y" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Question**\n", + "\n", + "> 1. Proposez une fonction `horner` qui prend en argument un `ndarray` noté `a` et un `ndarray` noté `xx` et qui retourne l'évaluation aux points du vecteur `xx` par l'algorithme de Hörner du polynôme dont les coefficients dans la base canonique sont stockés dans le vecteur `a`.\n", + "> 2. Proposez une fonction `interp_vdm` qui \n", + "> * prend en argument deux `ndarray` `x` et `y` de taille `N` et un `ndarray` `xx` de taille `M` ;\n", + "> * calcule le polynôme interpolateur de Lagrange aux points donnés par les vecteurs `x` et `y` en utilisant la fonction `interp_vdm_poly` ;\n", + "> * retourne l'évaluation de ce polynôme aux points du vecteur `xx` en utilisant la fonction `horner`." + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "def horner(a, xx):\n", + " result = np.zeros(xx.shape)\n", + " for i in range(len(a) - 1, -1, -1):\n", + " result = result * xx + a[i]\n", + " return result\n", + "\n", + "def interp_vdm(x, y, xx):\n", + " P = interp_vdm_poly(x, y)\n", + " return horner(P, xx)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Question**\n", + "\n", + "> Afin de tester votre fonction : en prenant $N=5$,\n", + "> 1. prenez $N$ points équirépartis entre 0 et 1 (ce sera notre vecteur `x`) ;\n", + "> 2. générez $N$ valeurs aléatoires entre 0 et 1 (ce sera notre vecteur `y`) ;\n", + "> 3. tracez dans une fenêtre graphique le nuage de points d'abscisses `x` et d'ordonnées `y` à l'aide d'une commande `scatter` ;\n", + "> 4. ajoutez le tracé du polynôme interpolateur en prenant `xx` un vecteur de taille grande (plutôt 100 ou 200 points équi-répartis entre 0 et 1) ;\n", + "> 5. vérifiez que le polynôme interpolateur passe bien par les points d'interpolation." + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 33, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", 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" + ] + }, + "metadata": { + "image/png": { + "height": 413, + "width": 547 + } + }, + "output_type": "display_data" + } + ], + "source": [ + "N = 5\n", + "x = np.linspace(0, 1, N)\n", + "y = np.random.rand(N)\n", + "xx = np.linspace(0, 1, 200)\n", + "\n", + "plt.scatter(x,y)\n", + "plt.plot(xx, interp_vdm(x, y, xx))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.8" + }, + "toc": { + "base_numbering": 1, + "nav_menu": {}, + "number_sections": true, + "sideBar": true, + "skip_h1_title": false, + "title_cell": "Table of Contents", + "title_sidebar": "Contents", + "toc_cell": false, + "toc_position": {}, + "toc_section_display": true, + "toc_window_display": false + }, + "varInspector": { + "cols": { + "lenName": 16, + "lenType": 16, + "lenVar": 40 + }, + "kernels_config": { + "python": { + "delete_cmd_postfix": "", + "delete_cmd_prefix": "del ", + "library": "var_list.py", + "varRefreshCmd": "print(var_dic_list())" + }, + "r": { + "delete_cmd_postfix": ") ", + "delete_cmd_prefix": "rm(", + "library": "var_list.r", + "varRefreshCmd": "cat(var_dic_list()) " + } + }, + "types_to_exclude": [ + "module", + "function", + "builtin_function_or_method", + "instance", + "_Feature" + ], + "window_display": false + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/Calculs Numériques/Interpolation_2.ipynb b/Calculs Numériques/Interpolation_2.ipynb new file mode 100644 index 0000000..977b178 --- /dev/null +++ b/Calculs Numériques/Interpolation_2.ipynb @@ -0,0 +1,479 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "FEUILLE DE TP 5\n", + "\n", + "---\n", + "# Polynôme interpolateur de Lagrange (Partie 2)\n", + "---" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "%matplotlib inline\n", + "%config InlineBackend.figure_format = 'retina'\n", + "\n", + "import numpy as np # pour les numpy array\n", + "import matplotlib.pyplot as plt # librairie graphique" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Nous rappelons le résultat d'existence et d'unicité vu en cours\n", + "\n", + "> **(Polynôme interpolateur de Lagrange)**
\n", + "> Etant donnés $N$ un entier strictement positif, $x_1,\\ldots,x_N$ des réels deux à deux distincts et $y_1,\\ldots,y_N$ des réels, il existe un unique polynôme $P$ qui vérifie\n", + "> $$ P\\in\\mathbb{R}_{N-1}[X], \\qquad P(x_i)=y_i, \\quad 1\\leq i\\leq N.$$" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Construction en utilisant la base duale des polynômes de Lagrange\n", + "\n", + "Nous rappelons que les polynômes de Lagrange associés aux points $x_1,\\ldots,x_N$ sont définis par\n", + "$$\n", + "L_i = \\prod_{j\\neq i} \\frac{X-x_j}{x_i-x_j}, \\qquad 1\\leq i\\leq N.\n", + "$$\n", + "Le polynôme interpolateur de Lagrange s'exprime alors dans la base des polynômes de Lagrange \n", + "$$\n", + "P = \\sum_{i=1}^N y_i L_i.\n", + "$$\n", + "\n", + "**Question**\n", + "\n", + "> Proposez une fonction `interp_Lagrange` qui\n", + "> * prend en argument deux `ndarray` `x` et `y` de taille `N` et un `ndarray` `xx` de taille `M` ;\n", + "> * retourne l'évaluation du polynôme interpolateur aux points du vecteur `xx` en utilisant la décomposition dans la base des polynômes de Lagrange.\n", + "> Testez votre nouvelle fonction en reprenant le test fait avec la méthode de Vandermonde." + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "def interp_Lagrange(x, y, xx):\n", + " N = len(x)\n", + " M = len(xx)\n", + " L = np.ones((M, N))\n", + " \n", + " for i in range(N):\n", + " for j in range(N):\n", + " if i != j:\n", + " L[:, i] *= (xx - x[j])/(x[i]-x[j])\n", + " return L.dot(y)" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": { + "image/png": { + "height": 416, + "width": 559 + } + }, + "output_type": "display_data" + } + ], + "source": [ + "N = 5\n", + "x = np.linspace(0, 1, 5)\n", + "y = np.random.rand(N)\n", + "xx = np.linspace(0, 1, 200)\n", + "\n", + "plt.scatter(x,y)\n", + "plt.plot(xx, interp_Lagrange(x, y, xx))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Le choix des points d'interpolation\n", + "\n", + "Etant donné un intervalle $[a, b]$, nous rappelons la définition des familles de points classiques pour l'interpolation :\n", + "* les points équi-répartis\n", + "$$ x_{i, N} = a + (b-a) \\frac{i-1}{N-1}, \\qquad 1\\leq i\\leq N,$$\n", + "* les points de Tchebychev\n", + "$$ x_{i, N} = \\frac{a+b}{2} + \\frac{b-a}{2} \\cos \\Bigl( \\frac{2i-1}{2N}\\pi \\Bigr), \\qquad 1\\leq i\\leq N,$$" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Question 1**\n", + "\n", + "> 1. Proposez une fonction `equirepartis(a, b, N)` qui prend en arguments 2 réels, les valeurs des bornes de l'intervalle $a$ et $b$ et 1 entier $N$ et qui retourne la famille des $N$ points équi-répartis entre $a$ et $b$.\n", + "> 2. Proposez une fonction `tchebychev(a, b, N)` qui prend en arguments 2 réels, les valeurs des bornes de l'intervalle $a$ et $b$ et 1 entier $N$ et qui retourne la famille des $N$ points de Tchebychev entre $a$ et $b$. " + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "def equirepartis(a, b, N):\n", + " return np.array([a + (b-a) * (i-1)/(N-1) for i in range(1, N+1)])\n", + " \n", + "def tchebychev(a, b, N):\n", + " return np.array([(a+b)/2 + (b-a)/2 * np.cos((2*i-1)/(2*N)*np.pi) for i in range(1, N+1)])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Question 2**\n", + "\n", + "> 1. Proposez une fonction `Li(i, x, xx)` qui prend en arguments un entier $i$ et deux vecteurs $x$ et $xx$ et qui retourne (si c'est possible) l'évaluation du polynôme $L_i$ aux points $xx$ avec pour rappel\n", + "$$ L_i(X) = \\prod_{j\\neq i} \\frac{X-x_j}{x_i-x_j}.$$\n", + "> 2. Tracez dans des fenêtres graphiques séparés l'allure des différents polynômes pour les points équi-répartis et les points de Tchebychev (pour différentes valeurs de $N$). Vous pouvez essayer d'obtenir une figure ressemblant à celle-ci.\n", + "> 3. Que remarquez-vous ?\n", + "\n", + "![polynomesLi](TP05_Li.png)" + ] + }, + { + "cell_type": "code", + "execution_count": 90, + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "def Li(i, x, xx):\n", + " N = len(x)\n", + " L = np.ones_like(xx)\n", + " for j in range(N):\n", + " if i != j:\n", + " L *= (xx-x[j])/(x[i]-x[j]) \n", + " return L" + ] + }, + { + "cell_type": "code", + "execution_count": 94, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "image/png": 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\n", 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\n", 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "image/png": { + "height": 296, + "width": 696 + } + }, + "output_type": "display_data" + } + ], + "source": [ + "N = [3, 5, 11, 21]\n", + "a, b = 0, 1\n", + "\n", + "xx = np.linspace(a, b, 200)\n", + "\n", + "for n in N:\n", + " fig, ax = plt.subplots(1, 2, figsize=(8, 3))\n", + " ax[0].set_title(f\"Points équi-repartis (N={n})\")\n", + " xeq = equirepartis(a, b, n)\n", + " for i in range(n):\n", + " ax[0].scatter(xeq[i], 0, color='black')\n", + " ax[0].scatter(xeq[i], 1, color='black')\n", + " ax[0].plot(xx, Li(i, xeq, xx))\n", + " ax[0].grid()\n", + " \n", + " ax[1].set_title(f\"Points de Tchebychev (N={n})\")\n", + " xchev = tchebychev(a, b, n)\n", + " for i in range(n):\n", + " ax[1].scatter(xchev[i], 0, color='black')\n", + " ax[1].scatter(xchev[i], 1, color='black')\n", + " ax[1].plot(xx, Li(i, xchev, xx))\n", + " ax[1].grid()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Question 3**\n", + "\n", + "Afin de visualiser la convergence ou la non convergence du polynôme interpolateur vers une fonction régulière, nous choisissons de prendre la fonction $f$ définie sur $[-5, 5]$ par\n", + "$$f(x) = \\frac{1}{1+x^2}.$$\n", + "\n", + "> 1. Tracez dans une même fenêtre graphique\n", + "> - la fonction $f$\n", + "> - les polynômes interpolateurs de Lagrange pour $N$ points équi-répartis avec $N\\in\\lbrace 5, 10, 20 \\rbrace$. Ajoutez un titre et une légende.\n", + "> 2. Recommencez la question précédente avec des points de Tchebychev.\n", + "> 3. Que remarquez-vous ?" + ] + }, + { + "cell_type": "code", + "execution_count": 124, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "image/png": { + "height": 435, + "width": 568 + } + }, + "output_type": "display_data" + } + ], + "source": [ + "f = lambda x: 1/(1+x**2)\n", + "a, b = -5, 5\n", + "xx = np.linspace(a, b, 200)\n", + "\n", + "plt.plot(xx, f(xx), label='Courbe de f')\n", + "for n in [5, 10, 20]:\n", + " xeq = equirepartis(a, b, n)\n", + " for i in range(n):\n", + " plt.scatter(xeq[i], f(xeq[i]))\n", + " plt.plot(xx, Li(i, xeq, xx))\n", + " \n", + "plt.ylim(-1, 1)\n", + "plt.legend()\n", + "plt.title('Interpolation de f avec Lagrange pour N points répartis')\n", + "plt.grid()" + ] + }, + { + "cell_type": "code", + "execution_count": 125, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "image/png": { + "height": 434, + "width": 580 + } + }, + "output_type": "display_data" + } + ], + "source": [ + "f = lambda x: 1/(1+x**2)\n", + "a, b = -5, 5\n", + "xx = np.linspace(a, b, 200)\n", + "\n", + "plt.plot(xx, f(xx), label='Courbe de f')\n", + "\n", + "for n in [5, 10, 20]:\n", + " xchev = tchebychev(a, b, n)\n", + " for i in range(n):\n", + " plt.scatter(xchev[i], f(xchev[i]))\n", + " plt.plot(xx, Li(i, xchev, xx))\n", + " \n", + "plt.legend()\n", + "plt.title('Interpolation de f avec Lagrange pour N points de Tchebychev')\n", + "plt.grid()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Question 4**\n", + "\n", + "Pour mesurer l'écart entre la fonction $f$ et un polynôme interpolateur $P$, nous choisissons la norme infinie.\n", + "\n", + "> 1. Tracez dans une fenêtre graphique la norme infinie de la différence entre la fonction et son polynôme interpolateur à $N$ points équi-répartis en fonction de $N$. Vous prendrez $N$ entre $5$ et $100$ par pas de $5$ et vous choisirez une échelle logarithmique pour les ordonnées.\n", + "> 2. Ajoutez sur la même figure la courbe obtenue pour les points de Techbychev.\n", + "> 3. Que remarquez-vous ?" + ] + }, + { + "cell_type": "code", + "execution_count": 140, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "ename": "ValueError", + "evalue": "x and y must have same first dimension, but have shapes (200,) and (1,)", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mValueError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[140], line 10\u001b[0m\n\u001b[1;32m 8\u001b[0m xeq \u001b[38;5;241m=\u001b[39m equirepartis(a, b, n)\n\u001b[1;32m 9\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m i \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mrange\u001b[39m(n):\n\u001b[0;32m---> 10\u001b[0m \u001b[43mplt\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mplot\u001b[49m\u001b[43m(\u001b[49m\u001b[43mxx\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mn_inf\u001b[49m\u001b[43m(\u001b[49m\u001b[43mf\u001b[49m\u001b[43m(\u001b[49m\u001b[43mxx\u001b[49m\u001b[43m)\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mLi\u001b[49m\u001b[43m(\u001b[49m\u001b[43mi\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mxeq\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mxx\u001b[49m\u001b[43m)\u001b[49m\u001b[43m)\u001b[49m\u001b[43m)\u001b[49m\n", + "File \u001b[0;32m/opt/conda/lib/python3.10/site-packages/matplotlib/pyplot.py:2785\u001b[0m, in \u001b[0;36mplot\u001b[0;34m(scalex, scaley, data, *args, **kwargs)\u001b[0m\n\u001b[1;32m 2783\u001b[0m \u001b[38;5;129m@_copy_docstring_and_deprecators\u001b[39m(Axes\u001b[38;5;241m.\u001b[39mplot)\n\u001b[1;32m 2784\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mplot\u001b[39m(\u001b[38;5;241m*\u001b[39margs, scalex\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mTrue\u001b[39;00m, scaley\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mTrue\u001b[39;00m, data\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs):\n\u001b[0;32m-> 2785\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mgca\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mplot\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m 2786\u001b[0m \u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43margs\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mscalex\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mscalex\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mscaley\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mscaley\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 2787\u001b[0m \u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43m(\u001b[49m\u001b[43m{\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mdata\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m:\u001b[49m\u001b[43m \u001b[49m\u001b[43mdata\u001b[49m\u001b[43m}\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43;01mif\u001b[39;49;00m\u001b[43m \u001b[49m\u001b[43mdata\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;129;43;01mis\u001b[39;49;00m\u001b[43m \u001b[49m\u001b[38;5;129;43;01mnot\u001b[39;49;00m\u001b[43m \u001b[49m\u001b[38;5;28;43;01mNone\u001b[39;49;00m\u001b[43m \u001b[49m\u001b[38;5;28;43;01melse\u001b[39;49;00m\u001b[43m \u001b[49m\u001b[43m{\u001b[49m\u001b[43m}\u001b[49m\u001b[43m)\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwargs\u001b[49m\u001b[43m)\u001b[49m\n", + "File \u001b[0;32m/opt/conda/lib/python3.10/site-packages/matplotlib/axes/_axes.py:1688\u001b[0m, in \u001b[0;36mAxes.plot\u001b[0;34m(self, scalex, scaley, data, *args, **kwargs)\u001b[0m\n\u001b[1;32m 1445\u001b[0m \u001b[38;5;250m\u001b[39m\u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[1;32m 1446\u001b[0m \u001b[38;5;124;03mPlot y versus x as lines and/or markers.\u001b[39;00m\n\u001b[1;32m 1447\u001b[0m \n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 1685\u001b[0m \u001b[38;5;124;03m(``'green'``) or hex strings (``'#008000'``).\u001b[39;00m\n\u001b[1;32m 1686\u001b[0m \u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[1;32m 1687\u001b[0m kwargs \u001b[38;5;241m=\u001b[39m cbook\u001b[38;5;241m.\u001b[39mnormalize_kwargs(kwargs, mlines\u001b[38;5;241m.\u001b[39mLine2D)\n\u001b[0;32m-> 1688\u001b[0m lines \u001b[38;5;241m=\u001b[39m [\u001b[38;5;241m*\u001b[39m\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_get_lines(\u001b[38;5;241m*\u001b[39margs, data\u001b[38;5;241m=\u001b[39mdata, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs)]\n\u001b[1;32m 1689\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m line \u001b[38;5;129;01min\u001b[39;00m lines:\n\u001b[1;32m 1690\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39madd_line(line)\n", + "File \u001b[0;32m/opt/conda/lib/python3.10/site-packages/matplotlib/axes/_base.py:311\u001b[0m, in \u001b[0;36m_process_plot_var_args.__call__\u001b[0;34m(self, data, *args, **kwargs)\u001b[0m\n\u001b[1;32m 309\u001b[0m this \u001b[38;5;241m+\u001b[39m\u001b[38;5;241m=\u001b[39m args[\u001b[38;5;241m0\u001b[39m],\n\u001b[1;32m 310\u001b[0m args \u001b[38;5;241m=\u001b[39m args[\u001b[38;5;241m1\u001b[39m:]\n\u001b[0;32m--> 311\u001b[0m \u001b[38;5;28;01myield from\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_plot_args\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m 312\u001b[0m \u001b[43m \u001b[49m\u001b[43mthis\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mkwargs\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mambiguous_fmt_datakey\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mambiguous_fmt_datakey\u001b[49m\u001b[43m)\u001b[49m\n", + "File \u001b[0;32m/opt/conda/lib/python3.10/site-packages/matplotlib/axes/_base.py:504\u001b[0m, in \u001b[0;36m_process_plot_var_args._plot_args\u001b[0;34m(self, tup, kwargs, return_kwargs, ambiguous_fmt_datakey)\u001b[0m\n\u001b[1;32m 501\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39maxes\u001b[38;5;241m.\u001b[39myaxis\u001b[38;5;241m.\u001b[39mupdate_units(y)\n\u001b[1;32m 503\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m x\u001b[38;5;241m.\u001b[39mshape[\u001b[38;5;241m0\u001b[39m] \u001b[38;5;241m!=\u001b[39m y\u001b[38;5;241m.\u001b[39mshape[\u001b[38;5;241m0\u001b[39m]:\n\u001b[0;32m--> 504\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mx and y must have same first dimension, but \u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m 505\u001b[0m \u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mhave shapes \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mx\u001b[38;5;241m.\u001b[39mshape\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m and \u001b[39m\u001b[38;5;132;01m{\u001b[39;00my\u001b[38;5;241m.\u001b[39mshape\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m 506\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m x\u001b[38;5;241m.\u001b[39mndim \u001b[38;5;241m>\u001b[39m \u001b[38;5;241m2\u001b[39m \u001b[38;5;129;01mor\u001b[39;00m y\u001b[38;5;241m.\u001b[39mndim \u001b[38;5;241m>\u001b[39m \u001b[38;5;241m2\u001b[39m:\n\u001b[1;32m 507\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mx and y can be no greater than 2D, but have \u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m 508\u001b[0m \u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mshapes \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mx\u001b[38;5;241m.\u001b[39mshape\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m and \u001b[39m\u001b[38;5;132;01m{\u001b[39;00my\u001b[38;5;241m.\u001b[39mshape\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m\"\u001b[39m)\n", + "\u001b[0;31mValueError\u001b[0m: x and y must have same first dimension, but have shapes (200,) and (1,)" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "image/png": { + "height": 418, + "width": 558 + } + }, + "output_type": "display_data" + } + ], + "source": [ + "N = np.arange(5, 101, 5)\n", + "\n", + "def n_inf(f, p):\n", + " return np.max([f, p])\n", + "\n", + "# Norme inf en fct de N\n", + "for n in N:\n", + " xeq = equirepartis(a, b, n)\n", + " for i in range(n):\n", + " plt.plot(xx, n_inf(f(xx), Li(i, xeq, xx)))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.8" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/Calculs Numériques/Intégration.ipynb b/Calculs Numériques/Intégration.ipynb new file mode 100644 index 0000000..74f7646 --- /dev/null +++ b/Calculs Numériques/Intégration.ipynb @@ -0,0 +1,561 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "FEUILLE DE TP 9\n", + "\n", + "---\n", + "# Intégration numérique (Partie 3)\n", + "---" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "%matplotlib inline\n", + "%config InlineBackend.figure_format = 'retina'\n", + "\n", + "import numpy as np\n", + "from scipy.integrate import quad\n", + "import matplotlib.pyplot as plt" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Dans ce TP, nous allons programmer les formules d'intégration de Gauss pour calculer\n", + "\\begin{equation*}\n", + "I = \\int\\limits_{ -1 }^{ 1 } f( x ) dx.\n", + "\\tag{1}\\label{1}\n", + "\\end{equation*}\n", + "Nous les testerons sur la fonction suivante :\n", + "\\begin{equation*}\n", + "f_0( x ) = \\exp( -x ), \\quad f_1(x) = \\exp( -x^2 / 2 )%\\sqrt{\\cos ( \\pi x / 2) }.\n", + "\\end{equation*}" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Question 1.**\n", + "\n", + "> Définissez ces fonctions et tracez les sur l'intervalle $[-1, 1]$." + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0, 0.5, '$f(x)$')" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "image/png": { + "height": 525, + "width": 536 + } + }, + "output_type": "display_data" + } + ], + "source": [ + "def f0(x):\n", + " return np.exp(-x)\n", + "\n", + "def f1(x):\n", + " return np.exp(-np.power(x, 2)/2)\n", + "\n", + "x = np.linspace(-1, 1, 200)\n", + "fig, ax = plt.subplots(figsize=(6,6))\n", + "\n", + "for f in [f0, f1]:\n", + " ax.plot(x, f(x), label=f'Courbe {f.__name__}')\n", + "\n", + "ax.legend()\n", + "ax.set_xlabel(f'$x$')\n", + "ax.set_ylabel(f'$f(x)$')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "On rappelle que l’idée de la quadrature de Gauss est d'approcher la fonction $ f $ sous le signe de l'intégrale (1) par son polynome interpolateur aux points $ x_1, x_2, \\ldots, x_N $ espacés de manière non-régulière, en cherchant un ``bon choix'' des $ x_k $ qui, pour $ N > 0 $ fixé,\n", + "rendrait la formule de quadrature précise de degré le plus grand possible.\n", + "\n", + "Soit $ J( f ) = \\sum_{ i = 1 }^N \\lambda_k f( x_k ) $ la formule de quadrature de Gauss \\`a $ N $ points. On peut montrer que\n", + "- les positions $ x_k $ des points de quadrature sont les racines du polynome de Legendre $ P_N $ de degré $ N $.\n", + "Les polynomes de Legendre peuvent se calculer par récurrence avec la relation\n", + "\\begin{align*}\n", + "& P_0 = 1, \\\\\n", + "& P_1 = x, \\\\\n", + "& P_{ N } = \\frac{ ( 2N -1 ) x P_{ N - 1 }( x ) - ( N - 1 ) P_{ N - 2 }( x ) }{ N }.\n", + "\\end{align*}\n", + "Leurs racines n’ont pas toujours d’expression analytique, et le plus souvent, elles doivent etre calculées\n", + "numériquement.\n", + "- les $ N $ coefficients associés aux points de quadrature sont $ \\lambda_k = 2 w_k $ avec:\n", + "$$\n", + "w_k = \\frac{ 1 }{ ( 1 - x_k^2 ) P'_{N}( x_k )^2 } = \\frac{ ( 1 - x_k^2 ) }{ N^2 P_{N-1}^2( x_k ) }.\n", + "$$\n", + "On peut montrer que $ \\forall N > 0 $ $ \\sum\\limits_{k=1}^{N} w_k = 1 $." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Question 2.**\n", + "> 1. Ecrire une fonction recursive `poly_legendre( x, n )` qui prend en argument un `ndarray` `x` et un entier `n` et qui retourne une évaluation de $n$-ième polynome de Legendre $ P_n $ aux points `x`.\n", + "> 2. Tracer les polynomes $ P_n $, $ n = 1, 2, \\ldots, 6 $ sur $ [ -1, 1 ]$.\n", + "> 3. En se servant du graphique donner des valeurs approchées de points de quadrature $ x_k $, $ k = 0, \\ldots, n $ pour $ n = 1, 2, 3 $. Les résultats que vous obtenez pour $ n = 1, 2 $ sont-ils conformes aux résultats vus en cours? " + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "def poly_legendre(x, n):\n", + " if n == 0:\n", + " return np.ones_like(x)\n", + " if n == 1:\n", + " return x\n", + " else:\n", + " return ((2*n-1) * x * poly_legendre(x, n-1) - (n - 1) * poly_legendre(x, n-2)) / n" + ] + }, + { + "cell_type": "code", + "execution_count": 49, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0, 0.5, '$f(x)$')" + ] + }, + "execution_count": 49, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "image/png": { + "height": 525, + "width": 557 + } + }, + "output_type": "display_data" + } + ], + "source": [ + "x = np.linspace(-1, 1, 200)\n", + "fig, ax = plt.subplots(figsize=(6,6))\n", + "\n", + "for n in [x for x in range(1, 7)]:\n", + " ax.plot(x, poly_legendre(x, n), label=f'Courbe n={n}')\n", + "\n", + "ax.legend()\n", + "ax.set_xlabel(f'$x$')t\n", + "ax.set_ylabel(f'$f(x)$')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Question 3.**\n", + "> 1. Ecrire une fonction `poids_gauss( x, n )` qui prend en argument un `ndarray` `x` et un entier `n` et qui retourne un `ndarray` des coéficients $ \\lambda_1, \\ldots, \\lambda_n $ de la formule de Gauss à `n` points avec les points de quadrature `x`.\n", + "> 2. Testez votre fonction pour $ n = 1 $, $ x = [ 0 ] $ et $ n = 2 $, $ x = [ -1/\\sqrt{3}, 1/ \\sqrt{3} ] $." + ] + }, + { + "cell_type": "code", + "execution_count": 194, + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "def poids_gauss(x, n):\n", + " return 2 * (1 - x**2) / (n**2 * poly_legendre(x, n-1)**2)" + ] + }, + { + "cell_type": "code", + "execution_count": 195, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[2.]\n", + "[1. 1.]\n" + ] + } + ], + "source": [ + "print(poids_gauss(np.array([0]), 1))\n", + "print(poids_gauss(np.array([-1/np.sqrt(3), 1/np.sqrt(3)]), 2))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "La fonction `roots_legendre` de `scipy.special` permet de calculer les valeurs approchées des racines $ x_1, x_2, \\ldots, x_n $ du $n$-ième polynome de Legendre ainsi que les poids $ \\lambda_1, \\ldots, \\lambda_n $ de la formule de quadrature de Gauss associée. \n", + "\n", + "**Question 4.**\n", + "> 1. En utilisant la fonction `roots_legendre` de `scipy.special` calculer les racines des polynomes de Legendre $ P_n $ pour $ n = 1, \\ldots, 6 $. Ajouter une représentation graphique des racines à l'image de la Question 2.2.\n", + "> 2. Comparer les coéficients de la formule de quadrature de Gauss à $ n $ points obtenus via la fonction `roots_legendre` et votre fonction `poids_gauss` pour quelques différentes valeurs de $ n $. " + ] + }, + { + "cell_type": "code", + "execution_count": 196, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0, 0.5, '$f(x)$')" + ] + }, + "execution_count": 196, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": { + "image/png": { + "height": 525, + "width": 1022 + } + }, + "output_type": "display_data" + } + ], + "source": [ + "from scipy.special import roots_legendre\n", + "\n", + "fig, ax = plt.subplots(figsize=(12,6))\n", + "\n", + "for n in [x for x in range(1, 7)]:\n", + " x = np.linspace(-1, 1, 200)\n", + " roots, weight = roots_legendre(n)\n", + " ax.plot(x, poly_legendre(x, n), label=f'Courbe n={n}')\n", + " ax.scatter(roots, np.zeros_like(roots), label=f'Racines n={n}')\n", + " \n", + "ax.plot(x, np.zeros_like(x), color='black', label=f'$y=0$')\n", + "ax.legend()\n", + "ax.grid()\n", + "ax.set_xlabel(f'$x$')\n", + "ax.set_ylabel(f'$f(x)$')" + ] + }, + { + "cell_type": "code", + "execution_count": 197, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Les poids de roots_legendre sont w=[2.]\n", + "Les poids de poids_gauss sont w=[2.]\n", + "\n", + "\n", + "Les poids de roots_legendre sont w=[1. 1.]\n", + "Les poids de poids_gauss sont w=[1. 1.]\n", + "\n", + "\n", + "Les poids de roots_legendre sont w=[0.55555556 0.88888889 0.55555556]\n", + "Les poids de poids_gauss sont w=[0.55555556 0.88888889 0.55555556]\n", + "\n", + "\n", + "Les poids de roots_legendre sont w=[0.34785485 0.65214515 0.65214515 0.34785485]\n", + "Les poids de poids_gauss sont w=[0.34785485 0.65214515 0.65214515 0.34785485]\n", + "\n", + "\n", + "Les poids de roots_legendre sont w=[0.23692689 0.47862867 0.56888889 0.47862867 0.23692689]\n", + "Les poids de poids_gauss sont w=[0.23692689 0.47862867 0.56888889 0.47862867 0.23692689]\n", + "\n", + "\n", + "Les poids de roots_legendre sont w=[0.17132449 0.36076157 0.46791393 0.46791393 0.36076157 0.17132449]\n", + "Les poids de poids_gauss sont w=[0.17132449 0.36076157 0.46791393 0.46791393 0.36076157 0.17132449]\n", + "\n", + "\n" + ] + } + ], + "source": [ + "for n in [x for x in range(1, 7)]:\n", + " roots, weight = roots_legendre(n)\n", + " poids = poids_gauss(roots, n)\n", + " print(f'Les poids de roots_legendre sont w={weight}')\n", + " print(f'Les poids de poids_gauss sont w={poids}')\n", + " print('\\n')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Question 5.**\n", + "> 1. Programmez une fonction `quad_gauss( f, x, n )` qui prend en argument une fonction `f` et un entier `n` et qui retourne la valeur approchée de $I$ obtenue par la formule de quadrature de Gauss à $ n $ points.\n", + "> 2. Pour $ n = 6 $ vérifier numériquement que la formule de quadratue de Gauss à $ n $ points est précise de degré $ 2n -1 $." + ] + }, + { + "cell_type": "code", + "execution_count": 198, + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "def quad_gauss(f, n):\n", + " roots, _ = roots_legendre(n)\n", + " lk = poids_gauss(roots, n)\n", + "\n", + " return np.sum(lk * f(roots))" + ] + }, + { + "cell_type": "code", + "execution_count": 199, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Précision de I(f0): 1.5694112676101213e-12\n", + "Précision de I(f0): 1.2742946919885867e-08\n", + "Degré de précision est 11\n" + ] + } + ], + "source": [ + "n = 6\n", + "print(f'Précision de I(f0): {np.abs(quad_gauss(f0, n) - quad(f0, -1, 1)[0])}')\n", + "print(f'Précision de I(f0): {np.abs(quad_gauss(f1, n) - quad(f1, -1, 1)[0])}')\n", + "print(f'Degré de précision est {2*n-1}')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Question 6.**\n", + "> 1. Comparez la valeur approchée de $I$ obtenue à l'aide de la fonction `quad_gauss` avec sa valeur exacte pour des différents nombres de points $n = 1, 2, \\ldots, 13$. Que se passe-t-il quand $n$ augmente ?\n", + "> 2. Tracez le logarithme d'erreur entre l'intégrale approchée et la valeur exacte en fonction de $n$. Que observez-vous?" + ] + }, + { + "cell_type": "code", + "execution_count": 203, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "--- [ n = 1 ] ---\n", + "I(f0) par quad_gauss: 2.0\n", + "I(f0) par quad: 2.3504023872876028\n", + "I(f1) par quad_gauss: 2.0\n", + "I(f1) par quad: 1.7112487837842973\n", + "\n", + "--- [ n = 2 ] ---\n", + "I(f0) par quad_gauss: 2.342696087909731\n", + "I(f0) par quad: 2.3504023872876028\n", + "I(f1) par quad_gauss: 1.6929634497812287\n", + "I(f1) par quad: 1.7112487837842973\n", + "\n", + "--- [ n = 3 ] ---\n", + "I(f0) par quad_gauss: 2.3503369286800107\n", + "I(f0) par quad: 2.3504023872876028\n", + "I(f1) par quad_gauss: 1.712020245201908\n", + "I(f1) par quad: 1.7112487837842973\n", + "\n", + "--- [ n = 4 ] ---\n", + "I(f0) par quad_gauss: 2.3504020921563775\n", + "I(f0) par quad: 2.3504023872876028\n", + "I(f1) par quad_gauss: 1.7112245045994903\n", + "I(f1) par quad: 1.7112487837842973\n", + "\n", + "--- [ n = 5 ] ---\n", + "I(f0) par quad_gauss: 2.350402386462827\n", + "I(f0) par quad: 2.3504023872876028\n", + "I(f1) par quad_gauss: 1.7112493935244661\n", + "I(f1) par quad: 1.7112487837842973\n", + "\n", + "--- [ n = 6 ] ---\n", + "I(f0) par quad_gauss: 2.3504023872860333\n", + "I(f0) par quad: 2.3504023872876028\n", + "I(f1) par quad_gauss: 1.7112487710413504\n", + "I(f1) par quad: 1.7112487837842973\n", + "\n", + "--- [ n = 7 ] ---\n", + "I(f0) par quad_gauss: 2.3504023872876103\n", + "I(f0) par quad: 2.3504023872876028\n", + "I(f1) par quad_gauss: 1.7112487840123798\n", + "I(f1) par quad: 1.7112487837842973\n", + "\n", + "--- [ n = 8 ] ---\n", + "I(f0) par quad_gauss: 2.350402387287602\n", + "I(f0) par quad: 2.3504023872876028\n", + "I(f1) par quad_gauss: 1.7112487837807273\n", + "I(f1) par quad: 1.7112487837842973\n", + "\n", + "--- [ n = 9 ] ---\n", + "I(f0) par quad_gauss: 2.3504023872876076\n", + "I(f0) par quad: 2.3504023872876028\n", + "I(f1) par quad_gauss: 1.711248783784349\n", + "I(f1) par quad: 1.7112487837842973\n", + "\n", + "--- [ n = 10 ] ---\n", + "I(f0) par quad_gauss: 2.3504023872875996\n", + "I(f0) par quad: 2.3504023872876028\n", + "I(f1) par quad_gauss: 1.7112487837842956\n", + "I(f1) par quad: 1.7112487837842973\n", + "\n", + "--- [ n = 11 ] ---\n", + "I(f0) par quad_gauss: 2.350402387287603\n", + "I(f0) par quad: 2.3504023872876028\n", + "I(f1) par quad_gauss: 1.7112487837842976\n", + "I(f1) par quad: 1.7112487837842973\n", + "\n", + "--- [ n = 12 ] ---\n", + "I(f0) par quad_gauss: 2.350402387287596\n", + "I(f0) par quad: 2.3504023872876028\n", + "I(f1) par quad_gauss: 1.7112487837842947\n", + "I(f1) par quad: 1.7112487837842973\n", + "\n", + "--- [ n = 13 ] ---\n", + "I(f0) par quad_gauss: 2.3504023872876036\n", + "I(f0) par quad: 2.3504023872876028\n", + "I(f1) par quad_gauss: 1.7112487837842976\n", + "I(f1) par quad: 1.7112487837842973\n", + "\n" + ] + } + ], + "source": [ + "for n in [x for x in range(1, 14)]:\n", + " print(f'--- [ n = {n} ] ---')\n", + " for f in [f0, f1]:\n", + " print(f'I({f.__name__}) par quad_gauss: {quad_gauss(f, n)}')\n", + " print(f'I({f.__name__}) par quad: {quad(f, -1, 1)[0]}')\n", + " print('')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Question 7.**\n", + "> Pour les méthodes composées du rectangles, du trapèze et de Simpson tracez sur le meme graphique le logarithme d'erreur entre l'intégrale approchée et la valeur exacte en fonction de $n$, où $ n $ est le nombre de points utilisés pour intégrer la fonction $ f $. Commentez. " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.8" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/Calculs Numériques/Methode_de_Newton.ipynb b/Calculs Numériques/Methode_de_Newton.ipynb new file mode 100644 index 0000000..81ca7d9 --- /dev/null +++ b/Calculs Numériques/Methode_de_Newton.ipynb @@ -0,0 +1,1000 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "FEUILLE DE TP 12\n", + "\n", + "# Méthode de Newton" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "La méthode de Newton nous permet de calculer numériquement les zéros d'une fonction $f:[a,b]\\rightarrow \\mathbb{R}$, c'est-à-dire les solutions de l'équation $f(x) = 0$.\n", + "\n", + "Supposons $f$ de classe $C^1$ et $x_0 \\in (a,b)$ un point arbitraire. \n", + "\n", + "L'équation de la tangente au graphe de la fonction $f$ au point d'absisse $x_0$ est donnée par\n", + "\n", + "\\begin{equation}\n", + "y = f(x_0) + f'(x_0)(x-x_0)\\,.\n", + "\\end{equation}\n", + "\n", + "Pour obtenir une approximation de la solution, on pose $y = 0$ et si $f'(x_0) \\neq 0$ on obtient\n", + "\n", + "\\begin{equation}\n", + "x_1 = x_0 - \\frac{f(x_0)}{f'(x_0)}\\,.\n", + "\\end{equation}\n", + "\n", + "On peut alors répéter le même raisonnement en considérant $x_1$ au lieu de $x_0$ pour calculer l'approximation de \n", + "$x_2$ et ainsi de suite. \n", + "\n", + "\n", + "La méthode de Newton consiste donc à construire une suite d'approximations $x_k$ de la solution $x^*$ de l'équation $f(x) = 0$, définie par\n", + "\n", + "\\begin{equation}\n", + "x_{k+1} = x_k - \\frac{f(x_k)}{f'(x_k)}\\,, \\qquad k\\in \\mathbb{N}\\, . \\qquad (1)\n", + "\\end{equation}\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "%matplotlib inline\n", + "import matplotlib.pyplot as plt\n", + "import numpy as np" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Calcul de valeurs approchées de nombres irrationnels \n", + "\n", + "Nous allons utiliser la méthode de Newton pour calculer des approximations de quelques nombres irrationnels. On considère\n", + "\n", + "\\begin{equation}\n", + "f_0(x) = x^3-2~ \\text{ avec } ~ x\\in [1,4] \\, , \\quad f_1(x) = \\sin^2(x)~ \\text{ avec } ~ x\\in [2,4] \n", + "\\end{equation}\n", + "\n", + "En appliquant la méthode de Newton à $f_0$ et $f_1$, on espère obtenir respectivement une approximation de $2^{1/3}$ et $\\pi$. \n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Question 1\n", + "\n", + "Définissez les fonctions $f_0$ et $f_1$, ainsi que leurs dérivés $f'_0$ et $f'_1$, et tracez-les sur leur intervalle de définition.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "#DEFINIR LES FONCTIONS\n", + "\n", + "def f0(x): \n", + " return np.power(x, 3) - 2\n", + "\n", + "def f0prime(x): \n", + " return 3 * np.power(x, 2)\n", + "\n", + "def f1(x): \n", + " return np.power(np.sin(x), 2)\n", + " \n", + "def f1prime(x): \n", + " return 2 * np.cos(x) * np.sin(x)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 1.0, 'Fonction f1 et sa dérivée')" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "## COMPLETEZ ....\n", + "## METTRE LES GRAPHIQUES \n", + "x0 = np.linspace(1, 4, 200)\n", + "\n", + "# Graphique\n", + "fig = plt.figure(figsize=(12, 12))\n", + "ax = fig.add_subplot(2, 2, 1)\n", + "ax.plot(x0, f0(x0), label=f'$f$')\n", + "ax.plot(x0, f0prime(x0), label=f\"$f'$\")\n", + "ax.legend()\n", + "ax.set_xlabel(f'$x$')\n", + "ax.set_ylabel(f'$f(x)$')\n", + "ax.set_title('Fonction f0 et sa dérivée')\n", + "\n", + "x1 = np.linspace(2, 4, 200)\n", + "ax = fig.add_subplot(2, 2, 2)\n", + "ax.plot(x1, f1(x1), label=f'$f$')\n", + "ax.plot(x1, f1prime(x1), label=f\"$f'$\")\n", + "ax.legend()\n", + "ax.set_xlabel(f'$x$')\n", + "ax.set_ylabel(f'$f(x)$')\n", + "ax.set_title('Fonction f1 et sa dérivée')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Question 2\n", + "\n", + "Avant d'implémenter la méthode de Newton (1) on a besoin de choisir un __critère d’arrêt__: à chaque itération $k$ de la méthode ce critère nous permet de décider s'il faut caluler l'approximation suivante ou arrêter l'algorithme. \n", + "\n", + "On choisira d’implémenter ici un critère d’arrêt donné par:\n", + "\n", + "\\begin{equation}\n", + "|f(x_k)|< \\epsilon \\quad \\text{ OU } \\quad k> N_{max}\n", + "\\end{equation}\n", + "\n", + "où $\\epsilon>0$ est un réel fixé et $N_{max} \\in \\mathbb{N}$ est le nombre maximal d'itérations.\n", + "\n", + "\n", + "\n", + "\n", + "Écrire une fonction __newton__ prenant en argument:\n", + "\n", + "- une fonction __fun__ \n", + "- sa dérivée __funprime__ \n", + "- une condition initiale $x_0$\n", + "- une tolérance $\\epsilon>0$ pour le critère d’arrêt\n", + "- un nombre d'itération maximal $N_{max}$ pour le critère d’arrêt\n", + "\n", + "\n", + "et qui donne en sortie \n", + "\n", + "- le nombre d'itérations nécéssaires pour vérifier le critère d'arrêt,\n", + "- la solution approchée $x^*$ calculée avec la méthode de Newton.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 52, + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "def newton(fun, funprime, x0, epsilon,Nmax):\n", + " \"\"\"\n", + " Algorithme de Newton pour résoudre f(x) = 0 \n", + " \n", + " Parameters\n", + " ----------\n", + " - fun: fonction(x) \n", + " fonction f\n", + " - funprime: fonction(x)\n", + " dérivé de f\n", + " - x0: float \n", + " approximation initiale \n", + " - epsilon: float\n", + " tolerance dans le critere d'arret\n", + " - Nmax: int\n", + " nombre d'iterations maximal\n", + "\n", + " Renvoie\n", + " ----------\n", + " - k: float\n", + " nombre d'iteration\n", + " - xstar: float\n", + " solution approchée\n", + " \"\"\"\n", + " k = 0\n", + " xk = x0\n", + " while np.abs(fun(xk)) > epsilon and k < Nmax:\n", + " k += 1\n", + " xk -= fun(xk)/funprime(xk)\n", + " return k, xk" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Question 2 \n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Choisir un point $x_0$ arbitraire dans l'intervalle de définition des deux fonctions ci-dessus, calculer les solutions approchées $\\tilde{x}_0$ et $\\tilde{x}_1$ des équations $f_0(x) = 0$ et $f_1(x)=0$ en utilisant la méthode de Newton avec $\\epsilon = 10^{-14}$ et $N_{max} = 1,2,\\ldots,20$. \n", + "\n", + "Tracez le logarithme des erreurs $|\\tilde{x}_0 - 2^{1/3}|$ et $|\\tilde{x}_1 - \\pi| $ en fonction de $N_{max}$. \n", + "\n", + "Qu'est-ce que vous observez ? Pourquoi les deux courbes sont-elles si différentes ?\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 70, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 1.0, 'Erreurs des valeurs x0 et x1')" + ] + }, + "execution_count": 70, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "x0_sol = [[], []]\n", + "x1_sol = [[], []]\n", + "\n", + "for n in range(1, 21):\n", + " x0 = 1.1\n", + " x1 = 2.3\n", + " epsilon = 10e-14\n", + " sol_f0 = newton(f0, f0prime, x0, epsilon, n)\n", + " sol_f1 = newton(f1, f1prime, x1, epsilon, n)\n", + " x0_sol[0].append(sol_f0[0])\n", + " x0_sol[1].append(sol_f0[1])\n", + " x1_sol[0].append(sol_f1[0])\n", + " x1_sol[1].append(sol_f1[1])\n", + " \n", + "xx0 = np.linspace(1, 4, 200)\n", + "xx1 = np.linspace(2, 3, 200)\n", + "\n", + "# Graphique\n", + "fig = plt.figure(figsize=(12, 12))\n", + "ax = fig.add_subplot(2, 2, 1)\n", + "ax.plot(x0_sol[0], np.abs(x0_sol[1] - np.power(2, 1/3)), label=f'Erreur x0')\n", + "ax.plot(x1_sol[0], np.abs(np.array(x1_sol[1]) - np.pi), label=f'Erreur x1')\n", + "ax.legend()\n", + "#ax.set_xscale('log')\n", + "ax.set_yscale('log')\n", + "ax.set_xlabel('$N_{max}$')\n", + "ax.set_ylabel('Erreur')\n", + "ax.set_title('Erreurs des valeurs x0 et x1')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Un exemple avec plusieurs solutions" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Si on applique la méthode de Newton à une fonction $f$ telle que $f(x) = 0$ a plusieurs solutions, on peut s'attendre à deux résultats possibles: soit la méthode ne converge pas, soit elle converge vers un seul des zéros de $f$. En particulier la méthode peut converger vers des zéros différents si on choisit de points initiaux $x_0$ différents.\n", + "\n", + "L'ensemble des $x_0$ tels que la méthode converge vers la solution $x^*$ s'appelle le __bassin d'attraction__ de $x^*$. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Question 3\n", + "\n", + "Soit $f$ la fonction telle que $f(x) =x^3 - 4 x+ 1$. Combien l’équation $f(x) = 0$ admet-elle de solutions ?\n", + "\n", + "Rechercher ces solutions avec la fonction __newton__ en initialisant successivement la méthode avec différentes valeurs initiales $x_0$. \n", + "\n", + "Tracer la fonction $f(x)$ et vérifier le résultat." + ] + }, + { + "cell_type": "code", + "execution_count": 58, + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "def f(x):\n", + " \"\"\" definition de f \"\"\"\n", + " return np.power(x, 3) - 4 * x + 1\n", + "\n", + "def fprime(x): \n", + " \"\"\" definition de f' \"\"\"\n", + " return 3 * np.power(x, 2) - 4" + ] + }, + { + "cell_type": "code", + "execution_count": 68, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Solution pour x_start=-2.5\n", + "x_sol = -2.1864406779661016 pour 1 itérations\n", + "x_sol = -2.118117687826545 pour 2 itérations\n", + "x_sol = -2.114914460488018 pour 3 itérations\n", + "x_sol = -2.114907541509005 pour 4 itérations\n", + "x_sol = -2.114907541476756 pour 5 itérations\n", + "x_sol = -2.114907541476756 pour 5 itérations\n", + "x_sol = -2.114907541476756 pour 5 itérations\n", + "x_sol = -2.114907541476756 pour 5 itérations\n", + "x_sol = -2.114907541476756 pour 5 itérations\n", + "x_sol = -2.114907541476756 pour 5 itérations\n", + "x_sol = -2.114907541476756 pour 5 itérations\n", + "x_sol = -2.114907541476756 pour 5 itérations\n", + "x_sol = -2.114907541476756 pour 5 itérations\n", + "x_sol = -2.114907541476756 pour 5 itérations\n", + "x_sol = -2.114907541476756 pour 5 itérations\n", + "x_sol = -2.114907541476756 pour 5 itérations\n", + "x_sol = -2.114907541476756 pour 5 itérations\n", + "x_sol = -2.114907541476756 pour 5 itérations\n", + "x_sol = -2.114907541476756 pour 5 itérations\n", + "x_sol = -2.114907541476756 pour 5 itérations\n", + "\n", + "Solution pour x_start=0\n", + "x_sol = 0.25 pour 1 itérations\n", + "x_sol = 0.2540983606557377 pour 2 itérations\n", + "x_sol = 0.25410168836283464 pour 3 itérations\n", + "x_sol = 0.2541016883650524 pour 4 itérations\n", + "x_sol = 0.2541016883650524 pour 4 itérations\n", + "x_sol = 0.2541016883650524 pour 4 itérations\n", + "x_sol = 0.2541016883650524 pour 4 itérations\n", + "x_sol = 0.2541016883650524 pour 4 itérations\n", + "x_sol = 0.2541016883650524 pour 4 itérations\n", + "x_sol = 0.2541016883650524 pour 4 itérations\n", + "x_sol = 0.2541016883650524 pour 4 itérations\n", + "x_sol = 0.2541016883650524 pour 4 itérations\n", + "x_sol = 0.2541016883650524 pour 4 itérations\n", + "x_sol = 0.2541016883650524 pour 4 itérations\n", + "x_sol = 0.2541016883650524 pour 4 itérations\n", + "x_sol = 0.2541016883650524 pour 4 itérations\n", + "x_sol = 0.2541016883650524 pour 4 itérations\n", + "x_sol = 0.2541016883650524 pour 4 itérations\n", + "x_sol = 0.2541016883650524 pour 4 itérations\n", + "x_sol = 0.2541016883650524 pour 4 itérations\n", + "\n", + "Solution pour x_start=2.5\n", + "x_sol = 2.0508474576271185 pour 1 itérations\n", + "x_sol = 1.885793368253518 pour 2 itérations\n", + "x_sol = 1.8613332057733178 pour 3 itérations\n", + "x_sol = 1.8608060959714212 pour 4 itérations\n", + "x_sol = 1.8608058531117548 pour 5 itérations\n", + "x_sol = 1.8608058531117033 pour 6 itérations\n", + "x_sol = 1.8608058531117033 pour 6 itérations\n", + "x_sol = 1.8608058531117033 pour 6 itérations\n", + "x_sol = 1.8608058531117033 pour 6 itérations\n", + "x_sol = 1.8608058531117033 pour 6 itérations\n", + "x_sol = 1.8608058531117033 pour 6 itérations\n", + "x_sol = 1.8608058531117033 pour 6 itérations\n", + "x_sol = 1.8608058531117033 pour 6 itérations\n", + "x_sol = 1.8608058531117033 pour 6 itérations\n", + "x_sol = 1.8608058531117033 pour 6 itérations\n", + "x_sol = 1.8608058531117033 pour 6 itérations\n", + "x_sol = 1.8608058531117033 pour 6 itérations\n", + "x_sol = 1.8608058531117033 pour 6 itérations\n", + "x_sol = 1.8608058531117033 pour 6 itérations\n", + "x_sol = 1.8608058531117033 pour 6 itérations\n", + "\n" + ] + }, + { + "data": { + "text/plain": [ + "Text(0.5, 1.0, 'Fonction f et sa dérivée')" + ] + }, + "execution_count": 68, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "## VOTRE REPONSE ICI\n", + "# ON PEUT PRENDRE EN LE JUSTIFIANT : x0 = -2.5, x0 = 0, x0 = 2.5\n", + "# NE PRENEZ PAS NMax TROP GRAND (on pourra aussi justifier cela )\n", + "for x_start in [-2.5, 0, 2.5]:\n", + " print(f\"Solution pour x_start={x_start}\")\n", + " for n in range(1, 21):\n", + " x_sol = newton(f, fprime, x_start, epsilon, n)\n", + " print(f\"x_sol = {x_sol[1]} pour {x_sol[0]} itérations\")\n", + " print(\"\")\n", + "\n", + "xx = np.linspace(-3, 3, 200)\n", + "\n", + "# Graphique\n", + "fig = plt.figure(figsize=(12, 12))\n", + "ax = fig.add_subplot(2, 2, 1)\n", + "ax.plot(xx, f(xx), label=f'$f$')\n", + "ax.plot(xx, fprime(xx), label=f\"$f'$\")\n", + "ax.plot(xx, np.zeros(xx.size))\n", + "ax.legend()\n", + "ax.set_xlabel(f'$x$')\n", + "ax.set_ylabel(f'$f(x)$')\n", + "ax.set_title('Fonction f et sa dérivée')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Manipulation d'images en Python" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "On commence par importer le module matplotlib.image, puis on importe l’image image0.png et on l’affiche \n" + ] + }, + { + "cell_type": "code", + "execution_count": 86, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 86, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import matplotlib.image as mpimg\n", + "\n", + "# DECOMMENTEZ \n", + "img0 = mpimg.imread('image0.png')\n", + "plt.imshow(img0)\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Question 4\n", + "\n", + "Quel objet python est img0? (Utiliser la fonction __type__)\n", + "\n", + "Recommencer avec le fichier image1.png\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 89, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 89, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "## VOTRE CODE ICI\n", + "print(type(img0))\n", + "\n", + "img1 = mpimg.imread('image1.png')\n", + "plt.imshow(img1)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Question 5\n", + "\n", + "Les objet img0 et img1 sont des *numpy arrays* de taille $(N_x,N_y,3)$ où $N_x$ est le nombre de pixels (de points) dans la diréction horizontale et $N_y$ est le nombre de pixels dans la diréction verticale.\n", + "\n", + "La couleur de chaque pixel est codée par un vecteur [R, G, B] de taille 3 dit RGB (ou RVB en français\n", + "rouge-vert-bleu). Chaque coordonnée varie entre 0 et 1 (ou 0 et 255 selon la convention). [1, 0, 0] code\n", + "le rouge, [0, 1, 0] le vert, [0, 0, 1] le bleu, [1, 1, 1] le blanc et [0, 0, 0] le noir. Par exemple:\n" + ] + }, + { + "cell_type": "code", + "execution_count": 90, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "La couleur du pixel de img0 de coordonnées (1,100) est donnée par [R G B]= [0.9372549 0.9372549 0.9372549 1. ]\n", + "La couleur du pixel de img1 de coordonnées (50,100) est donnée par [R G B]= [0. 0.4 1. 1. ]\n" + ] + } + ], + "source": [ + "print('La couleur du pixel de img0 de coordonnées (1,100) est donnée par [R G B]=', img0[1,100,:])\n", + "print('La couleur du pixel de img1 de coordonnées (50,100) est donnée par [R G B]=', img1[50,100,:])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Créer une image de taille $N \\times N$ pixels entièrement noire, puis blanche, puis rouge. Créer une autre image de taille $N \\times N$ dont la moitié droite est rouge et la moitié gauche est bleue." + ] + }, + { + "cell_type": "code", + "execution_count": 111, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 111, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "## VOTRE CODE ICI \n", + "N = 50\n", + "imageBlack = np.zeros((N, N, 3))\n", + "plt.imshow(imageBlack)\n", + "\n", + "imageWhite = np.ones((N, N, 3))\n", + "plt.imshow(imageWhite)\n", + "\n", + "imageRed = np.ones((N, N, 3))\n", + "imageRed[::] = [1, 0, 0]\n", + "plt.imshow(imageRed)\n", + "\n", + "imageDB = np.zeros((N, N, 3))\n", + "imageDB[]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Fractale de Newton\n", + "\n", + "\n", + "On considère la fonction holomorphe $f:\\mathbb{C} \\rightarrow \\mathbb{C}$ telle que\n", + "\n", + "\\begin{equation}\n", + "f(z) = z^3-1\n", + "\\end{equation}\n", + "\n", + "L'équation $f(z)= 0$ admets trois racines dinstinctes: \n", + "\n", + "\\begin{equation}\n", + " {r}_0 = -\\frac{1}{2}+ \\frac{\\sqrt{3}}{2} i,\\quad {r}_1 = -\\frac{1}{2}- \\frac{\\sqrt{3}}{2} i\\,,\\quad r_2 = 1 \\,.\n", + "\\end{equation}\n", + "\n", + "La méthode de Newton peut etre appliquée sans modifications aussi dans ce cas. \n", + "\n", + "Ici nous voulons étudier les __bassins d'attractions__ des différentes racines de $f$. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Question 6\n", + "\n", + "Afin de définir le nombre complexe $z = x + i y$ en Python, on définit z = complex(x, y) par exemple" + ] + }, + { + "cell_type": "code", + "execution_count": 71, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Soit z =(4+3j), alors z^2 =(7+24j)\n" + ] + } + ], + "source": [ + "z = complex(4,3)\n", + "print('Soit z ={}, alors z^2 ={}'.format(z,z**2))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Définir la fonction $f(z) = z^3-1$ ainsi que sa dérivée $f'$ et un np.array appelé __roots__ de taille 3 contenant les trois racines distinctes de f " + ] + }, + { + "cell_type": "code", + "execution_count": 75, + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "def f(z): \n", + " \"\"\"definir f \"\"\"\n", + " return np.power(z, 3) - 1\n", + "\n", + "def fprime(z): \n", + " \"\"\" definir f' \"\"\"\n", + " return 3 * np.power(z, 2)\n", + " \n", + "roots = np.array([complex(-1/2, np.sqrt(3)/2), complex(-1/2, - np.sqrt(3)/2), complex(1, 0)])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\n", + "### Question 7\n", + "\n", + "Implémenter une méthode de Newton modifiée __newtonMod__ à partir de la fonction __newton__ implémentée\n", + "dans la Question 2. On demande les modifications suivantes : on va utiliser le fait qu’on a une expression\n", + "algébrique des racines de f afin d’étudier plus simplement la dépendance de la méthode de Newton\n", + "en fonction de la condition initiale et on remplace le critère d’arrêt de la Question 2 par le critère d’arrêt:\n", + "\n", + "\\begin{equation}\n", + "|x_k − r_0| < \\epsilon \\quad \\text{ OR }\\quad |x_k − r_1| < \\epsilon\\quad\\text{ OR }\\quad |x_k − r_2| < \\epsilon \\quad\\text{ OR }\\quad k > N_{max}\n", + "\\end{equation}\n", + "\n", + "\n", + "La fonction __newtonMod__ doit avoir en sortie un argument additionnel par rapport à la fonction __newton__:\n", + "\n", + "- un entier $b$ pouvant prendre 4 valeurs: $b=-1$ si la la méthode n’a pas convergé (c'est-à-dire si on depasse le nombre d'iterations maximal), ou $b=j$ si la méthode a convergé vers la racine $r_j$ avec $j=0,1,2$." + ] + }, + { + "cell_type": "code", + "execution_count": 98, + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "def newtonMod(fun, funprime, x0, roots, epsilon,Nmax):\n", + " \"\"\"\n", + " Algorithme de Newton pour résoudre f(x) = 0 \n", + " avec des valeurs cibles de la racine fournies par le tableau roots (de taille 3): \n", + " Si la racine obenue coincide avec roots[i] on retournera l'indice i (voir le paramètre de sortie b ci-dessous).\n", + " \n", + " Parameters\n", + " ----------\n", + " - fun: fonction(x) \n", + " fonction f\n", + " - funprime: fonction(x)\n", + " dérivé de f\n", + " - x0: float \n", + " approximation initiale\n", + " - roots:\n", + " tableau (de talle 3) des valeurs cibles de racine \n", + " - epsilon: float\n", + " tolerance dans le critere d'arret\n", + " - Nmax: int\n", + " nombre d'iterations maximal\n", + "\n", + " Renvoie\n", + " ----------\n", + " - b : int\n", + " indicateur de la racine\n", + " - k: float\n", + " nombre d'iteration\n", + " - xstar: float\n", + " solution approchée\n", + " \"\"\"\n", + " xk = x0\n", + " k = 0\n", + " r0, r1, r2 = roots[0], roots[1], roots[2]\n", + " while np.abs(xk - r0) > epsilon and np.abs(xk - r1) > epsilon and np.abs(xk - r2) > epsilon and k < Nmax:\n", + " k += 1\n", + " xk -= fun(xk)/funprime(xk)\n", + " if k > Nmax:\n", + " b = -1\n", + " else:\n", + " b = np.abs(roots - xk).argmin()\n", + " return b, k, xk" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Question 8\n", + "\n", + "\n", + "Définir un vecteur $p$ de taille $N$, obtenus en divisant l'interval $[-1,1]$ en $N-1$ sous-intervalles égaux.\n", + "\n", + "Définir une images noire de taille $N \\times N$ comme dans l'exercice 5 et l'appeler __image0__ .\n", + "\n", + "Chaque pixel d' __image0__ corresponde à un point dans le carré $[-1,1]\\times [-1,1]$. \n", + "Pour chaque pixel corréspondant aux indices $(i_x,i_y)$, appellez la méthode __newtonMod__ en prenant pour condition initiale le nombre complexe \n", + "\n", + "\\begin{equation}\n", + "z_0 = a+ i\\, b \\,, \\quad \\text{ où } \\quad a= p[i_x] \\, \\text{ et }\\, b= p[i_y] \n", + "\\end{equation}\n", + "\n", + "\n", + "et colorier le pixel $(i_x,i_y)$ de __image0__ en noir si la méthode n’a pas convergé et sinon en rouge, vert ou bleu selon la racine vers\n", + "laquelle elle a convergé. \n", + "\n", + "\n", + "\n", + "Essayer avec N = 50 puis N = 500.\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 100, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 100, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# VOTRE CODE ICI\n", + "N = 500\n", + "p = np.linspace(-1, 1, N)\n", + "image0 = np.zeros((N, N, 3))\n", + "for i in range(N):\n", + " for j in range(N):\n", + " z0 = complex(p[i], p[j])\n", + " b, k, x = newtonMod(f, fprime, z0, roots, 10e-14, 5)\n", + " if b == -1:\n", + " image0[i, j] = [0, 0, 0]\n", + " elif b == 0:\n", + " image0[i, j] = [1, 0, 0]\n", + " elif b == 1:\n", + " image0[i, j] = [0, 1, 0]\n", + " elif b == 2:\n", + " image0[i, j] = [0, 0, 1]\n", + " \n", + "plt.imshow(image0)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Question 9\n", + "\n", + "Sur une nouvelle image, colorier de manière similaire chaque pixel sur une échelle de gris proportionnellement\n", + "au nombre d’itérations $k$ nécessaires à la convergence de la méthode, $k/N_{max} \\in [0, 1]$; c'est-à-dire en saisissant le code [R G B] donné par $[k/N_{max},k/N_{max},k/N_{max}]$\n" + ] + }, + { + "cell_type": "code", + "execution_count": 103, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 103, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# VOTRE CODE ICI \n", + "N = 500\n", + "Nmax = 10\n", + "p = np.linspace(-1, 1, N)\n", + "image0 = np.zeros((N, N, 3))\n", + "for i in range(N):\n", + " for j in range(N):\n", + " z0 = complex(p[i], p[j])\n", + " b, k, x = newtonMod(f, fprime, z0, roots, 10e-14, Nmax)\n", + " image0[i, j] = [k/Nmax, k/Nmax, k/Nmax]\n", + " \n", + "plt.imshow(image0)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\n", + "### Question 10\n", + "\n", + "Commentez les observations\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + } + }, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.8" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/Calculs Numériques/Point_Fixe.ipynb b/Calculs Numériques/Point_Fixe.ipynb new file mode 100644 index 0000000..ab0b6b0 --- /dev/null +++ b/Calculs Numériques/Point_Fixe.ipynb @@ -0,0 +1,347 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "FEUILLE DE TP 11\n", + "\n", + "# Introduction aux schémas numériques pour f(x) = 0" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "%matplotlib inline\n", + "%config InlineBackend.figure_format = 'retina'\n", + "\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Exercice 1 : Méthode d'itération (ou de point fixe)\n", + "\n", + "Dans cette exercice, on va utiliser les fonctions et les données initiales $x_0$ correspondantes \n", + "\n", + "> * a) $\\quad f(x) = e^{x} - 1 - x \\quad \\text{sur} \\quad [-1, 1], \\quad x_0 = -0.5$ \n", + "> * b) $\\quad f(x) = x - \\sin(x) \\quad \\text{sur} \\quad [-\\frac{\\pi}{2}, \\frac{5\\pi}{2}], \\quad x_0 = 1$ \n", + "> * c) $\\quad f(x) = x + \\sin(x) \\quad \\text{sur} \\quad [-\\frac{\\pi}{2}, \\frac{5\\pi}{2}], \\quad x_0 = 1$ \n", + "> * d) $\\quad f(x) = x + \\cos(x) -1 \\quad \\text{sur} \\quad [-\\frac{\\pi}{2}, \\frac{5\\pi}{2}], \\quad x_0 = 1$ \n", + "> * e) $\\quad f(x) = x - \\cos(x) +1 \\quad \\text{sur} \\quad [-\\frac{\\pi}{2}, \\frac{5\\pi}{2}], \\quad x_0 = 1$ \n", + "\n", + "**Remarque**: \n", + ">* Dans a) on cherche la racine $x^\\star=0$ de $e^{x} - 1 - 2 x = 0$.\n", + ">* Dans les cas tests b), c), d), e), on cherche la racine simple $x^\\star = 0$ de $\\sin(x) = 0$. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Question 1**\n", + "\n", + "> 1. Implémentez les différentes fonctions demandées dans cet exercice.\n", + "> 2. Tracez dans des sous-figures séparées le graphe de chaque fonction et ajoutez la droite d'équation $y=x$.\n", + "> 3. Déterminez visuellement les points fixes de chaque fonction dans l'intervalle considéré.\n", + "> 4. Ajoutez un point (`scatter`) pour chaque point fixe." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "f1 = lambda x: np.exp(x) - 1 - x\n", + "f2 = lambda x: x - np.sin(x)\n", + "f3 = lambda x: x + np.sin(x)\n", + "f4 = lambda x: x + np.cos(x) - 1\n", + "f5 = lambda x: x - np.cos(x) + 1" + ] + }, + { + "cell_type": "code", + "execution_count": 59, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": { + "image/png": { + "height": 641, + "width": 1002 + } + }, + "output_type": "display_data" + } + ], + "source": [ + "fig = plt.figure(figsize=(12, 12))\n", + "\n", + "x = np.linspace(-1, 1, 200)\n", + "ax = fig.add_subplot(3, 3, 1)\n", + "ax.plot(x, f1(x), label='Courbe f')\n", + "ax.plot(x, x, label=f'$y=x$')\n", + "ax.scatter([i for i in x if f1(i) == i], [f1(i) for i in x if f1(i) == i])\n", + "ax.legend()\n", + "\n", + "x = np.linspace(-np.pi / 2, 5*np.pi / 2)\n", + "for fk, f in enumerate([f2, f3, f4, f5]):\n", + " ax = fig.add_subplot(3, 3, fk+2)\n", + " ax.plot(x, f(x), label='Courbe f')\n", + " ax.plot(x, x, label=f'$y=x$')\n", + " ax.scatter([i for i in x if f(i) == i], [f(i) for i in x if f(i) == i])\n", + " ax.legend()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Question 2**\n", + "\n", + "> Implémentez la méthode du point fixe à travers une fonction `x, niter, xL = point_fixe(f, x0, tol, itermax)`. Les valeurs par défaut de `tol` et de `itermax` seront respectivement `1.e-6` et `5000`." + ] + }, + { + "cell_type": "code", + "execution_count": 79, + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "def point_fixe(f, x0, tol=1.e-6, itermax=5000):\n", + " \"\"\"\n", + " Recherche de point fixe : méthode brute x_{n+1} = f(x_n)\n", + " \n", + " Parameters\n", + " ----------\n", + " \n", + " f: function\n", + " la fonction dont on cherche le point fixe\n", + " x0: float\n", + " initialisation de la suite\n", + " tol: float (default 1.e-6)\n", + " critère d'arrêt : |x_{n+1} - x_n| < tol\n", + " itermax: int\n", + " le nombre maximal d'itérations autorisées\n", + " \n", + " Returns\n", + " -------\n", + " \n", + " x: float\n", + " la valeur trouvée pour le point fixe\n", + " niter: int\n", + " le nombre d'itérations effectuées\n", + " xL: ndarray\n", + " la suite des itérés de la suite\n", + " \"\"\"\n", + " xL = [x0]\n", + " niter = 0\n", + " rk = tol + 1\n", + " while rk > tol and niter < itermax:\n", + " xL.append(f(xL[-1]))\n", + " rk = np.abs(f(xL[-1]) - xL[-1])\n", + " niter += 1\n", + " return xL[-1], niter, np.array(xL)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Question**\n", + "\n", + "> Pour chacun des cas tests ci-dessus faire\n", + "> * Tracez dans un même graphique la courbe de la fonction $f$ et celle de la droite $x \\mapsto x$. \n", + "> * Générez la suite des itérés $x_n$ de la méthode d'itération du point fixe. \n", + "> * Représentez sur le même graphique la solution numérique $x^\\star$ obtenue en dessinant un point à la position $(x^\\star, f(x^\\star))$ \n", + "> * Ajoutez en titre le nombre d'itérations effectuées pour atteindre le critère d'arrêt.\n", + "> * Représentez la ligne brisée joignant les points\n", + "$(x_0,x_0)$, $(x_0,x_1)$, $(x_1, x_1)$, $(x_1, x_2)$, $\\ldots$, $(x_n,x_n)$.\n", + "> * Que remarquez-vous ?\n", + "\n", + "**Question**\n", + "\n", + "> Pour chacun des cas tests ci-dessus, faites une figure illustrant l'ordre de convergence de la suite vers le point fixe (attention, le point fixe obtenu n'est pas toujours le même). \n", + "> - Vous pourrez tracer par exemple le nuage de points $(e_n, e_{n+1})$ où $e_n$ est l'erreur $|x_n-\\ell|$ à l'étape $n$ avec $\\ell$ la valeur limite du point fixe.\n", + "> - Pour visualiser l'ordre, vous pourrez ajouter aux graphiques des droites de pente $1$, $2$ ou $3$.\n", + ">\n", + "> Pouvez-vous expliquer les différents comportements ?" + ] + }, + { + "cell_type": "code", + "execution_count": 80, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 1.0, \"Nombre d'itérations : 4\")" + ] + }, + "execution_count": 80, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": { + "image/png": { + "height": 527, + "width": 537 + } + }, + "output_type": "display_data" + } + ], + "source": [ + "# F1\n", + "\n", + "fig, ax = plt.subplots(figsize=(6,6))\n", + "\n", + "x, niter, xL = point_fixe(f1, -0.5)\n", + "xx = np.linspace(-1, 1, 200)\n", + "\n", + "ax.plot(xx, f1(xx), label='Courbe f1')\n", + "ax.plot(xx, xx, label=f'$y=x$')\n", + "ax.scatter(x, f1(x), label='Point Fixe')\n", + "ax.legend()\n", + "ax.set_title(f\"Nombre d'itérations : {niter}\")" + ] + }, + { + "cell_type": "code", + "execution_count": 65, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(0.0, 4, array([1.00000000e+00, 1.58529015e-01, 6.63176756e-04, 4.86112320e-11,\n", + " 0.00000000e+00]))\n" + ] + } + ], + "source": [ + "# F2\n", + "print(point_fixe(f2, 1))" + ] + }, + { + "cell_type": "code", + "execution_count": 66, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(3.141592653589793, 5, array([1. , 1.84147098, 2.80506171, 3.13527633, 3.14159261,\n", + " 3.14159265]))\n" + ] + } + ], + "source": [ + "# F3\n", + "print(point_fixe(f3, 1))" + ] + }, + { + "cell_type": "code", + "execution_count": 67, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(0.0014127204454923437, 1407, array([1. , 0.54030231, 0.39785552, ..., 0.00141472, 0.00141372,\n", + " 0.00141272]))\n" + ] + } + ], + "source": [ + "# F4\n", + "print(point_fixe(f4, 1))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Exercice 2 (facultatif): convergence de la méthode \n", + "\n", + ">* Pour chacun des cas tests ci-dessus faire\n", + " * si la méthode converge, \n", + " * calculer la vitesse de convergence de la suite *(on pourra utiliser la fonction ``traquer_ordre`` du TP10)*\n", + " * calculer la constante asymptotique de convergence de la méthode \n", + " * estimer le nombre d'itérations nécessaires pour gagner un chiffre exacte et vérifier que c'est le cas effectivement.\n", + " * calculer eventuellement $f^{'}(x^*), f^{''}(x^*), f^{'''}(x^*) $ où $x^*$ est le point fixe de $f$ vers lequel la méthode semble converger et justifier le comportement de la suite générée à la lueur de ces valeurs." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "anaconda-cloud": {}, + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.8" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/Calculs Numériques/image0.png b/Calculs 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"plt.plot(tt,y2,label='y(0)=2')\n", + "\n", + "##Tracé du champ de vecteurs\n", + "\n", + "plt.title('Solution exacte pour y0 et y1')\n", + "plt.legend()\n", + "plt.xlabel('t')\n", + "plt.ylabel('y')\n", + "\n", + "t=np.linspace(-5,5,35) # abcisse des points de la grille \n", + "y=np.linspace(0,2.1,23) # ordonnées des points de la grille \n", + "T,Y=np.meshgrid(t,y) # grille de points dans le plan (t,y) \n", + "U=np.ones(T.shape)/np.sqrt(1+f1(T,Y)**2) # matrice avec les composantes horizontales des vecteurs (1), normalisées \n", + "V=f1(T,Y)/np.sqrt(1+f1(T,Y)**2) # matrice avec les composantes verticales des vecteurs (f(t,y)), normalisées \n", + "plt.quiver(T,Y,U,V,angles='xy',scale=20,color='cyan')\n", + "plt.axis([-5,5,0,2.1])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Question 2.** Refaire le même exercice pour l'équation (2), en adaptant les intervalles de représentation des différentes solutions." + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_531/2612752924.py:11: RuntimeWarning: divide by zero encountered in divide\n", + " return y0 / (1 - y0 * t**2 / 2)\n" + ] + }, + { + "data": { + "text/plain": [ + "(-2.0, 2.0, -4.0, 4.0)" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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GG26wWCxmN9xwg33++ef22GOPWatWraxLly6VnltYBVZQUGD/+te/7JNPPrGPPvrIbrjhhooqsPC5tGjRwj744AMbM2aM/fbbb2ZmNm/ePCsqKrLu3bvbY489Zp9//rl99NFH9uijj1rfvn1tzpw5Ge87uQrsk08+qagCu+uuuyqOC6vAWrVqZU899ZR9+umndvHFF1ssFquSNH/AAQdY48aNbeDAgTZ06FDr37+/de3aNWUSdN26dTNeXyqESflARVVWIkpKSmzrrbe29u3b2yuvvGKfffaZHX300Zafn2/Dhw/P+v0vvfSS5eXl2fHHH2+DBg2yESNG2FtvvWXXX3+9nXfeeRXHZZrHmRAmPsdiMZsyZUqVv69Zs8YGDRpkgwYNsssvv9wAu/HGG23QoEGVkvFzyOHPIKcA5bBZ4I033rCTTjrJunbtavXq1bOCggLr0KGDnXrqqTZp0qRKx5aXl9tdd91lW265pRUUFFizZs3slFNOqbKRplKAiouL7eyzz7aWLVta3bp17fDDD7eZM2dWUYDMzK6++mpr06aN5eXlVapySVaAzMyWLl1q5513nrVu3dry8/OtqKjIrr76aispKal03J9RgMykBF133XXWrVs3q1mzpjVs2NC22WYbu/TSS23BggW2evVq6969u2211VYV1VEhLrjgAisoKKiokiotLbUrrrjC2rZta7Vq1bLtt9/e3nvvvZTPbd26dXbDDTdY165drWbNmta0aVPbb7/9bNSoURXHjBs3znbffXerU6eOAZWe0eLFi+3iiy+2Tp06WUFBgTVp0sR22GEHu/baa2316tUZ77moqMj69u1rb731lm299dZWs2ZN69ixo91///1Vjp01a5addNJJ1rRpUysoKLBu3brZPffcY+Xl5ZWOmz9/vh1zzDHWpEkTa9iwoZ1yyin2ww8/bDQFyMysY8eO1qNHj7R/X7BggZ122mnWpEkTq1Wrlu2666722WefOX//iBEjrG/fvtakSRMrKCiwtm3bWt++fW3QoEGVjks3jzOhtLTUCgsL7eCDD07597BiLtVP8tzJIYfqImZm9l90OOWQQw45/J9Cx44d6dmzpzNZ5P8FjB8/nm233ZZHH32Ufv36/a8vxxsffvghRxxxBB999BGHHnro//pycthMkUuCziGHHHLYRDB9+nRmzZrFNddcQ+vWravQNfxfx6RJk5g1axaXX345vXv3rqAqyCGH/wVySdA55JBDDpsIbrnlFg488EBWr17NoEGD/nTPsP82+vXrxxFHHEHjxo157bXXvCvgcshhYyIXAsshhxxyyCGHHDY7bLIeoDvuuINYLMYll1zyv76UHHLIIYcccshhE8MmqQCNGTOGp556il69ev2vLyWHHHLIIYccctgEsckpQKtXr+bkk09m4MCBlVhnc8ghhxxyyCGHHFyxyVWBXXDBBfTt25cDDjiAW2+9NeOxpaWllejo4/E4y5Yto2nTprnkuxxyyCGHHHLYRGBmrFq16k/1DUzGJqUAvf766/z000+MGTPG6fg77riDm2666T98VTnkkEMOOeSQw38Dc+bMqdKnsbrYZBSgOXPm8M9//pOhQ4dWNBvMhquvvprLLrus4vfi4mI6dOjAuDlz6OTYfTkZy4D0fZQzYwXQqBrj1gf/1qzG2HVA7WqMA9gAjJm+hHNe/JEtW9bjnX67O4+NUzW++uK3M7l7yGQO6NGCB0/YLu1YA/6/9M+NegRG3AndD4Ojn/ivn/7/2+e6kWDAAmASMAp4K+Gz0I/cErgMOAMIpdB64EvgJeDD4LO2wNPAblnO9zZwdvD/tsBgoLPDtQ4GwvahuwMf4CbMxwDHIFnUDfgaB7mycj48uhPl1KDN5b+yvmYdfnS8zjLgAeA2dI83AJc7jAP4Njj2F6A1ei8udv964DrgyeD3gcBxjuf8CrgEmA50AX4C/li2loMfGklBjRhjrj2A/BpVr6IMzYuXgfIM5/xu+lLOfvGHSvJ0DPAPYAbQDt2vCww9n1eAEuA+NJdcMBk4AfgdqAOk7pSYGjehZ7sGuAq42nHcAuBI4Lfg99lAQ8exTwA3rVzJ2vbtqV+/vsfVZsYmowD9+OOPLFq0iB122KHis/Lycr766iseeeQRSktLqVGjRqUxhYWFVZoxAtzUoAHvVEMBmgY8hxazL14CmgMHe44z4FzgMfxf1mrgXuAez3Ggex0K9KxbSl5hHfJr1aWB4zP7CilPyS06t+7YirzCOfyxhrTf9TawM9C+Gtf8NnAYUPWNZ8dXwJ5UT0H4HejkMrZrH/guBit+geD+S4ECNsFkvP9P0RApBkejdRMHjgJ+BjoARUh5+B7oS/TOjwGmAPPQulsNnAJcCvQn/dqtBRxOsNGi+fsFsGWGa7Tg+44CPgG+QTLpPof7aw8cDzyPNsEngWuzDZo3EgpjLG25FfWatWIJ8BCShS44Dd3TqOC8NwA1Mg0IcBBwKnAN2qAnAns4nvNfwHB0j1/hrhj0Re/6OqQElQKLF0gGdmpRjyaNG6Ude2twrhnBeVNJuLr115NXWIcahZE83R84P7jmP9C7dWV3uis451RgUZpzpsJO6LmeDaxF8qee49hb0fsch+a56zkboDV1ePB7zGPsFcDHwAjYqOkrm4zc3X///ZkwYQLjxo2r+Nlxxx05+eSTGTduXBXlJxMmVuP8JcCxVO+BjQXOAVpUY+wD6MX7Kj9lSNCtqMY55wIHAE0TPnOddCOAQ4AeKf7WpZmW2MylaymPV6WfGoisKF/nZhwJ1SfxV342AFciYe67rNYDNwP3u45t01v/Lp9JfN1yXg3OXZ059TsSJqXZDkyD2fhZfZsz3gFmASORhX87UlQS33kMKRI/IAv3D2AJ2mQySaaTgPeBOcBC4Bnk+SjPMCaGvAvvAouBV4GZwfdkw5bImp4NXA88joydjJg3FoCmbXozFXkd3kCbrgu6ok36HnSPHzuOiyHl8TNkPL7hOA7knRoF7AV8imSE6zmvRXKX4Dt+X7xa39ksc8f6dkgxaI+Ug3TfnwpXINkH7s8VJKM/AhqjOeCDs4ALgv/7yILayDvaEEVEfHAY8rABrPIYl4fm6sbGJqMA1a9fn549e1b6qVu3Lk2bNqVnz55e3+Wq6SbiEjSpfevOlgF/RQqUrwL0MdogfRUCQxP7Y+TG9cES4EAk8HsG3+WK4cChKMzXJsXf2zauTc38PNaXxZm7fF2l670DKYm+Xpg1aDO4BS0uH8wMzncvstZ98D2wAzAAWW9OqN0YGncE4MJ5YzkFub5dYUjAHgVsgd6tq8JnyLK9Gdg+OG9zj3MvBj4HHgTOBB7GfW4sRgrbJOBH5LH4HD8BGGIaCtvMxX1T+zPI48+5yWO4z+cWwF+A03HzkADUB05E3s++HtfVAs2FyciKz4hAAaJ1bxqh9fIz6Tf5VKiBNvmfUMjHB/shI3IemRXDZDRBXuwD8LtWkLwfCHwH/L54DQCdm2ffOTqiNbqIzOvDkv4aQwriyeid+KArUoarY9A8gJRE37FdkDfPVwECuBPJIN/137Ya58qGTUYB2pjIrMdXxatE8eRGHuPKkXCaGfzus+FMCsbG8VeA7gSeCv6/hce4lch78ysS+l0T/pZNiA9HAngtcq+mQo28GB2byrk7fYnEbhxZlNcEx+zjcb1z0eJ9O/j98AzHJuM9YDtgNFLWXM9bhlzVfZAn8UBga8exy4Hh7fR02s0YySnANo5j5wK7Inf5+8DfkGLtgoUoF6U3UthWAa/jtrEbsohboI3kUhS2uQD3jf17NA+3BnZEiupStHn7YD26lwPRmqiF5ujJyKOxMbEeP+X//wKqo6jVRfMiLcpKYfZ3+n+7HSs+7oo84r7YCs1BX7QFXiPKh3RFIfLatarGOc9G4bvfA1nVubnbzrEF8lalVCwzLJo84FmqF/7fm0iG+qAAGBT864ujkDHki0Ikf/4vYJNWgIYPH86DDz7oPc6ne04ceRkaoGRBHw/QTCQoagTjfMIzf6CFlI/fgliHLJ9YcF4fD9ACtEnloTyImqj00AUFSMGLkV4BAugchMFCq2od8jSF2MfjeguIQm1bozwcV+xE5Ak8GXeLOx8pieFTucTjnI2BxVsqC+yoyR/jU5/YmMiD2AR4xGPsSqLrbYASZl3n8QjkcQnxL+BRsguOMhS6+AfaRMLz7wOMJ3NS6gZkAAwCbkQb7VZos94j4buaIO/bUyg/Z2NiCVJOL0HeKt+N1xfVVbb+4+NmjIT1q6FeK2i1bTXPVhnuyQqVUZPqFXTESO2RdkEPIlnVxVEBAuhOZgU/nVitiYyr6uAv1RzX4k+cszpKMGhfzLRP/LewySRBb0z08zg2Dwnr95DL2K3+TOiCJmUh0tB9cCCyIm7Er/qrNqoKORxp5z4K0JZIGbmXqhtkthSgnkhhe4LMQiq0osK4el2kOJ2OlBif6w09ai+gDcsHq9GmeRnybPjgB7TxluKX1F4CPLLFAfwtL5+tFv8GS6dDU7c7/gaFJa9Gz6mlx3mvR675bigvLFV+ViosRlUbpyBvWXNkZbp4fh4Ozns4qoYaivIyLie78rQ98q51QPe6NfIubh1c+5lojp9D5bk2hupvAmuRx7ZGcH01kOHzC0r4rYXmyZNU3kzXBtd2ONoM5iLl7e9kf06vARPQM7kJJTG7WOJx4J9oDr6Mwr+uSsVYFKJpjpKMs3pGJn8EgHU7mHvz8vgryuf5u+P5QMbc+8hr9xf8ZOhraO7NxG+tLUee+13RvPdJexiB3kM+0HN9GfOLS4DIeEuHdSgs9DekMKfy3MfSzIqJaO4UIeXJFeVoDhyODJ2OHmNnI1m2I/4GxEdov6iDX2hqGUrNOAzNA5+58IPHsa7YLBWgfZCF6nrzDdELB/+8g8OJQjM+ZcgxlBAZwmdsT9wSIlPhiqTfXS3FhsAwh+PCOHpoVUH0jHzLtGNo8YO/JRyWAMfxt0ivDM5Xhp8LtRbwZe1G5BXtDjNGwOSPYbeLnMYeiPIn1uIfOno+OPdSKie2Z0NztHnVR8qQTwj3bFS9GHpb98O95PUdpOClqxB5mdRGwZbIa1Qd/II2oZlI0ZyF3nEeUhLqoNLzc5Fit3Mwrgy9mxeRItMDhZA/RspSpufdPDjuEfReZ6PQQLZNoQRtdtuj+VuOqoFcsAwZcoYUurfJsObMYPInAMS79a2oNstDVXKNHM85D8mVOsi48lGePkLKXpgf5SofliFvZUPksTza85yvIg/jq4GcalyngMZ1M5ui69HcuBtVSp2c4dhkeTUiGNOQqEzcBaUoKf8O4DzcPdIlyGA4DVEMTMZdDi5GuUOL0By633HcWrTOTkVh1/eQwueCP1B4cGNjkw6BVRfPAcXVGGe4v+xkLCParH3xI9r8qoM3UEihOngv4f8+lYflKCcoFSo8QEuqRshjSIhMcD9VpbEb0ELxGRMuekObis/YRGvdVTHOA+gepKsGm4sr8pFS4FutFm6oPspPiFDZ8lF+wnGJoWZX5QfkHs9UHptuG2qIcqSq83MxCqUNRZvBdMTp8y5wEdowQErQLigMOja4zmtQku1vRGvtbaAXmY2CA5A3pQitmfeRIbAmwxjQc70Avc8NaMN1lS2tkbW/Kri3tzIdPG8srJoPBXVZ12kvaiK5uRw/ao2xaJ0tQ0n0rsbKLCQLFqONc5zjOENK/3qU3PthxqMrYyrwJvLGTAB+XuKWAG1IOVyGlOh0id6p5OjvSIlZgObeCo/rfQjRL0zGoZovAevQvF2L5voCj7HDUFh4AlKCXFGTiHJhHH73ORt5Azc2NksF6Crc+QcScR/S1H0RlqSvrcbYOUgo+m5AAEOQtVedBLfbCQSHp2ulDIWz0lUyhKXwC1eWsrq0rNLfVqJwQnWqgxYhS7w6WIjc1tVRFFchS3Ohz6BuhwBgs79l8JqlzKnGeUEb5cZO/s1BaIvc9Ecg0sOjkKLxJkrqfpGqycO1UVjqVsQjcyJSan7OcJ4StEZvQnNwNlKuVmS5vl6oSukfyFt2dnBd2bAVMgBPRXLhAjKEjycHBetb7E+9glo8hjwMBUiRca0cOgd5YRqj/K/hjuOKkDcwZH57yXFcDD3PkKDvI9wNlK5IyQ3DnCMcS+BjqPjkvOD3bJVuibmVnVGpfph24EqECNrLzg3+P91jXGMk3xsFv/sYjieiYgjwU4DykRIT7mXLPcbuRvWSvLNhs1SA8vBXCkagydasGue7EmnNvol4oUKwGP8SwNFIoPqWwYO8XNdSWcCni10nYj1iF32F9Ay4DesU0DRwJc9ICIPNRSXp3xOFF1zxAxKSJfhXzH2Ekl0L8POQhCy+PdD7ae0ztlEHVrbahpjFmTb1U++qj4nAhcgT4avIlyAvxyXoPfnCUEjjc/TONge0QjlNV6I8n52IEv4TEeaUXYvycu4NxmVKHW6BwjM3IG/MZGS4ZCv3roUoJ55C72M4WvMuSvyOSIGbjRSgO9Id+FugAAUey2Yo9DEZKYSuhLAxZBRNQoSRDzqOA8mvb5CH7jVkYLkgDymWryCvlYtyGKJncM6uwC8eJfB5SNE7H3m9Ul1rOinaE5Fa1sVPAYqhEGpf/DxAEIWMa4C3EXY3SiXxUYBA+9jL6LpXeI69LPsh3tgsFSDfTWMe8uCU468APU+04H0UoNBrNAEJVp88lclEJendPMaBGKdDqvrtqMpXkQ4lqCz7bfR8M5WGJ4fBfkFVCOOBffFLTHsRVQb9gRQ+V6xDoY3DkAJzlsfYGcG4Y5AScKXH2C/R9d7fTZvKWb99lPH4EGVImO+JFLZH0WbUyGGsIav/cKTk/QUJrpMcr3kCytvYNThfW3QfrvO5BD3fg9D73QMlMb/rOD4Zr6Lw0TnI6n4TKcHV8bD+X0Qd/JTxPPRuLsLPsGuFStLvIIWHZPlMWPQLxGpA14Mq/akTmovn4q6QhOcbhObSCo9xhSjU8xj+qQAnIePVN4G2I8oRLPYsgY+htfl3pPClQyqpugvyGPoQIYLk5etIKfd5H6B19BB+HqDwnG9QPdb9g5CH1McDBNWvHsyEzTIJ2lcBep5owvooQEuQOzWEjwI0lMjF7FPeHUeLISzb9akomIsqREL0IhIc2XKAviSyIvqQWbPu3KweY2YuZ/riNcRRufTi4G8+YaxFKIciZEN25cUBKYkBvRvtqdq2IxNmELm4D0dhBRfE0ZwYDazrdgg3jriT+tO/gA3roCBzgW8+us+wJL0f7s8qRpTEC1I+nsU9lyiO5kUYbnsQJaa6oDg47yREKgeyrF9Em3Y2GAov/prwMxF5PD4PjulBVY/ln8Uc9I4PonrEqZsSUuZUhd6fDn2gTuruh64cVsk4qprjjqZ6Zf+7oIRxXzQ3I16NEvjQK5MqtJiNUX9/KvOvuaIeMijW4r+/XUD1uiO0QFW/1ekxOAB/csr/BDZLBcjHUwCyrG5HsX0fZaQZEqBj0KL3YYI+FLnFz8EvvJKH8hZuQTFwHwWoLcon2APF3xuQnq8iGbsjT9n5ZA/XJZbC5yHLpSbyqhyUYVwymqOEw78g75xPuK82siaPRRuoj3XxXXC+3RBVvys2II/FTsDc1ttS3qAdNVb+Ab+PgG6Zi3xHobj7vmhzvtvjvDeicMU+SIl5F7fy02XIkh2M3s08ZAxkqm4JMQJVJg1D7+koFIY4P/g803byJFozocKzPDi+O1I2D0LCsyOyJI9G834hlQ0OH8xC77Q1mhtx9Lw3oGd+GNqcUlEIjEZhpXAOFeOW9L0IWdBhSwGfJsvzg2t1PVeIckQBUZuqifyVEOb/dD+04qNVKLl9Q6ZxabAWzTkfZmyQIReey3ds4nX6XK+h57RkZSlr15dTIy9GhyZuClBIpRAjS95mCrkaNpD2LUkPFRAfaozksX69FKKx21VzXA2i3K7/JTZLBegqz+PrIsG6J/4xw+PQJNkRfy15IMpp8a3e2Rp5kPbFjzoelNC7hqoM0tmuvT5KUjyQ7KRxyaXwfRE53/b4WdsxtLl3xV8gd0HXexQqD/fBMaisuwVuHbFDFKJN9UhgZixGjW6HwJiB4lrJogB1RzklZyDPlQ+beS/kMWmLwlGuCfUNUQj1TqQQj0AJui4oR/PwBpTTtQrdt4uCOx6ts2OQwtMDrYNw7a1C93QoleflQhR+qA7mEFnsBWizLgnu41OkaD8QXNM1RErHQqRY1kdz6W+Il2pPlBCbad38G3kKLkZzsAfK7cqGNcj7cjjy7P0FGT0ueArNo/6o8ueGVAetXQazRun/3aQAlSOP3akoRPMk7pvHJ+geb0CbtI+RczRiey/DoWlrAsYHY58Oft/XY+xlaA7UDhKg2wctfLJhEXpGb6L8zf1SHJPOAfQo6gF3An4tfTYgD9eDSIHax2PsR6iw5y6kAPmQTB6PrrMrbp7cEBOQATUYrWefnE3XnDMfbJYK0CKUMOaqgeYRTawvkXBzfXCNiBgvRwZjXRFq13EiwioX1CRafCUovOTquUrkZZgPlDh6gGJERGW1kXBNR7IWeoBmLFlDPG40yotVIooMLU0XJHeHduV3yifyBPr2aMvUqTsbwp5j24Cs6zEDYfIQiMchL72QbULUN8w3SdwnNJiIGlT2NLkqP6D5l7gBNMR948umxNQndd+rXlSfLgK0mUxHXqdvUZ5LHlJOJqM5fjfa/C9CYcCWaH19giqWjkEeltdQPsczpPeI3oTCdrcSVYotRkp9JsWpLpJDZyFP2fNItriEec5EtBrnojXQlxRycOpnYOXQYitoIslRAyV0H4IMnJ2Jqo+yYX8kC05Dc8JHATobPdM4MiZdw0Pd0Dw5CK0bVwVoA5KzpwP1lqyhEW4J0CDZ0wzJ+HNIrQCFSBSra1BV1itoDs3A3ZszExnIYU7iPo7j1qKQ+pfIaP0O92hBmNv0T+QFd/W6bkDXOwXN1UG4K0C/4W+oumCzTII+g+qVPM9ALvzqaI3vEPXn8sWVVI8bpwRZpdVpGjkfCZyK/AAPIqCJZE4M7tCkDvl5MdZtKGfBypJKf/sWd1K3ZIyi+s/4F6KeYr5YRuV2Ec4o2gMKG8CaRTD3x2qePYeNhQK0CRyNFJ25yDO0GoXvQi9jbZQTdX1wTD0USn2NyvPvU6Toput7VAMp4Ym5XDejnIxsntsOREbCWuQNcklkLSdKPi1DHp11yQcF7M+h9we0YX9PJDdvwJ03ayxRYu8XuCckr0UVQ6H88iHCG4KU2TIU8nWVgetRkn05kOdYAh8iJNMsQbIoFVJJ0ZpEsmcdmWkTkrECycxV+DVRrY1IOEFh1JkeYwtR3uZyFBZ3RQGaQ6VImVmc+fBKaI7e6cbGZqkAjcI/rLQWCcbqKD8/Isu/Ok3uHkRl6b6JcRuQO/Vb/PKWQJN6H6qX/PktsoAyXW9BjTw6NBFNXiIj9GvIUnP1dIUwFJ7YGz8PG0jQ3YO8dL7nLUfegB74x98N+CK/Jp93Dba/cNNxxDIUPrnP87whViOvhQ/54+aKME/tJ/Tc5qMy6cep6t3ZFxHbTUab4ecoTJquQi30Ks1BYet/B58/ReaE34ZoE/oJeZA6ohBjNg6tOqjcfhRBo0+UR1WBslKYFqSXJ+T/xFDqwESk7C1CoVEX7IK8aqHHyDV/LbzWx9GG/QLuVU5HotysrsgbnU4hSUZd5Ln7B1DgUQIPUmSHILk5lsyElok8QAVI9oVezbGpBqTBTsi4LkDP2DVJPIaea1j8McPjnF1QmK8GfgoQyLsZegB92hc1RZWsGxubpQIEfgmHhtzNP+PfVXguis+vwz+57U0i7gMfBSiOXN3vEzU3dcU8JMSnULlZnYv/51NUVrmC7L3PEkvhDYUDTiKi6HfFSiSQL0Nub5/KlKkov+BfSBC40rKDNsCdUJ7HQbi/H0NCco/gnD+FVnZYdZMBYT7K8SgB9j4UInDBBrQJ3IzuuTFyZbtUjMSRB/JdpCyei9z7YQWIC0Jm5Q8Qw/g7aHOb6Tg+GcPQO1jgcQ1/Bh3RWsrmC2iFDI4tg+O3Q+GiTA2YYygUcCAKrT2GPM3Z1lxe8P3XomcxFLfS4hiq1HwBrfcOJBBqhs1P67eG1lVTXLdCcukntH5mOZwPNN+eQHNwGu6cNTG0xn5ERoYPd/pWyONwKH7e3Xxk2LQISuA7eVSA7YXmZn1Se7rSOdJrovVwIP7VUQehd7kcP6WiIDhnD/zX4QFI/izCr/S+Bgr1dcC/f+Munse7YLNVgBp5HPsEEZ26T0VWKVq8YTm7jwI0nqjnVH388lQeImpj4ZPdvw6536cEv++Eezf4iSjRcS1ykWabrImJ0M8F1wxSnFw9T2UoITXkkznBcRxo4Z5PZBn6NMgdjyzEsUhA+yRnfomUllHoOR2zxQGQlw9LJqs5agZ8jkIWbyJl6FXcK4AmB2MHoHyRC3EnFstD8+mvSFl8Gimd2ZJ8k3EGssyPDq5lAf5GQTnyWgxDSmRrtD56I89Cddu+JOO/oVRtbDTF/3k2QbkcFeNCT+SWB2fMSdsO5XD4ej77IKXEd+PpgfJUfJL/QXL+A6QM+bzT0g3lrF6u4GBNDwUIJPu+JDOfT6prqYXWmU9VX4gTkQz16SMGej4fUT0OrYtRrpQXCz7Kk3qL6jH+b2xslgrQvviVPZ+P2FwPxC9rvZDI3bs/fsKpF9rQeyKh4bPR9EOLaDf8PCK1UfJeLWS9VvIAZbmAniiZsmdw3mxl1mFcffri1RyGJmIPUie3pkN+cK5CZHn7KEDNkPejHbLYfbqIN0ahkOYoT8qHamAlsnwaIgW3U+1G0DFI5c5AiliOOI9WIGtxAJoXLliCwqiz0bw/DllvLnNqKlJ0bkPPuTZSOM93GDsZzf/dkYcsVE72QkrkhaQXQCF770soRHMMmst1kQv+6YRjd0GVTVdSvbYvqTA7uM7bkfdrU1SIvBGPR/3purutRJ9u3iHy8aueDFFI5sTidKiBDBYfGTpr6VrMoH5hPtvV86f7642Ug6rIfBV1qH6/yYvRvuGLTkie+CKGnAM+1WMhdkLX+7/GZlkF5tsCYBXy5oQdgn0wCYUsfIjnQkxHIQvfvJbJyDIehn/T1+9RqfZ5SKlwTchbhTaKN3DbhBI9QF8jgfEmUix88DrKk+pF1dL9TJiKNuGRwf99LIFnkQV8i+e4UrRJP4iExrHhH7r1hd+Hi3tl99RiYVhw3s9RIqlPX5x+aEP/HlEr3O943UuQQrsvSpgcjsIJLmWvj6Bwzk7I6/Mk8nqVkFnxAXl2vkHCqQtSMLsh5bhb8LMAPYOrE65nLLKEq4Ml6P3UTPiZj+bHtSg8eghaiycSreVSFLr9C0pEbo0SPOeQnZjxQyQfwoqssDomGwzlUpyKFPlluCsUUxCdwdlIvlRaM/PHqvlpzXrQaa8qY58lqgT08YQvR/d6GlLgG3mMHYqU51b4bbQlKMx6Ev68RROBr8IE6OZ1yXMsAClHobZjyMKxRFV+tT9QGGp3ModLq3wPCgvuhTznPt6j5Si0eAD+HQ7GoKhEEX5s0GuJ6DR8c2J9ep25YrNUgOoiJcG1TURiPLcUTVZXT9DfiMqt56NJ4+p9eivh/4twD4P1QptdDAkNH7K0AVRm9gw5fVx4gMYnHReSgqVCmAM0r3gdh24o56iCGuQRKZiu7KLvos3UV7nshpIGC1B+hw9uQEI1XVfydChECmUVAdftEPjkSpgzGtYsgbpVxdFfkHu7AVIQfO73CbTp5CHFxFVpa4ZyNUJBtRfuAuN4FDJLZD93JZy8D11vZ9JvIo1Qjlsi2lM9Sxb0Xn5Fa3Qeyt0rR8+5KRL0rZDydh9Svo5GAr0z8kCdi/J9DkUes2uD49LdQ9ii5DakHDyP1nxmRiiFqici5fRkpKR9gxu/03QU+gzHfE2CMhPmoW2xP+RX3tbKUcjrNuSJOx93r+kk5FmegjZ51871IBqBX5FieAfuitcspOTNRxv9rZ7nHBx0gW/nmAANUu7OQ/NnA6krYdPpUm+heTUAKQeuvR/LUQjz78gz7eKZDfEN8pq/FZzPJ1pwLZKhu+JGjBpiNjJkvkTy09WLDZJjGxubZQjsdRQX9oWhCbasGmNXoRyI6vQzmYK/YA/X2Weo7UB1xj4H/Obh+w/HGVrMmcpym9atSYNa+ZiJDygvYezDuMekQ9bVcOzbuCflJW9MP+FWLhujqvKzEjfSyZTWXaP20KoXWBymfJp2bJiw7KvsNSFa6L4LPtFK87GWmlO19Yvr3N8FCddMFnSq72qGvDPV+bkTKVTfo3k7DXk83kbVT92QF245michSeP7KEw2BW3Uf0WKwgbkpdkFGQapcARSDl5CXCprEJ9LtnLvOsF1vYbW9tRgXKaqoxCHIOXnbZRLdQYJcz5kf+5WNfxVIxgTVkldTHbC0xB9kDJwW3DNUzIfXgFDOWczUZLv0xmProxGyPC8AimWrmXw5SjMtjLwAK13LIEH7QsHIA96NiUvscdiOVKuF6NQ3Zg0Y1JhCqpevQ5VdbkijgzjPKSQ/OIx9lekMD2OX/6jIUdCa/ScfKrdfqd6dC7ZsFkqQBdTPdrw+5FS4JMHBNqQj8M/HAUSxgdSvS70XyIhm4q+PxseRYsxbC+RrYdNiHIkAB4nc1VVLBarwgi9Drn1w67IPliJqAY+xN+tuQqFa57Ef0FsQM/qEqqn3I5DrLwbwpyLcBNygCErbm41zhvClyl8c0FHZFUfjZoDP4XmyF6owvJ2FALtRZTb1B1Z4z1RiLQ3er5/R+GYVMhDytWWKEcwjipObyJ73lFxcP4YUtxOwE35n0y0rociCgmWzYBFk4LmpwemHPcL8jKANt6HUh6V+jqXonuNo2fnghjy5IR5Rk/ibtzUIOKZmYuUPtdxq4AagUya4+EBaka0FieQ2lBOJUVroOcSziMfBagDUhANeYhdiwDykIxdE5w7U8J2MrqgsvlytD+5ypAYUpwWove4wOOcnfAvuXfBZqkAleKvAH2ErJg6RELABYZyMIbg16sKJDT+gtyGvkrMSGQVluDfr+Vu5OrfGqjjkf5ZgkIfD+HWqDOxJ9gclF/xCtp0fDAG3eOryKL1wSfoPsOcFVcYsoR7omf1T8+xw1D56nbIjVzQLciuCJujZsAkZHl1Rt4ynya765BifBOywvzYhyTs5qDQycv4d67elHEcyl94BuUeHYtCM4levVrIw/wTsnB/RnkWmdi4uyNFZBbyfP6C5sXsDGNAc/1HFB5/E82De8muOB0fXNcYJJvuBuaEyc9Fu6VtfroTuv8RaO7cjNum1BiV9v+I1vjLuOdz/BWF+45GyoUr63AzlLd2M9p4X3McB3CiGY0CD9BPzes6b/CN0Xs8GL2DrzIcm5wDdBJ6Lnn4KUD10H2Girirdw1Ekvtw8H+fdRwSN26B5IGPYrIvUZK3jwIU8hZtbGyWChD4KUC/IDe5oZCATwjiTpR4Cn4K0Grkmgxpx107joPICA9FwrQD7qSPhkJtYYPP3RP+lu2eVyClJ+TbcFGAugTW1Q9L1rAjEpAx3PsagTxyuyEXaRGy0F0QR56qQ9GGfiDulAFrkGA+Cgmc41GVoAuWIhf7gSg8eXjwPbTqBQ3bw4a1SohOgWVIadoaWdEFyDPhMh/LiKoD90PhmWNwf9bTkJCthebUnkjw+SSeP4G8p+3Ru+qI3oFL6CYZhigbDgz+fQhtBNP4z7jK/1uohdb6EbjzUjVDytiTuPc5jKHQyaNI8WpUEf46NP2gAHuhuTsUJca7ojdSnl4KflzRAsmVl/FTZPIQW/dQpIy4ekeWrlnP2pIyYjFo1qwu33ucMwwRnojuNRmZPOknIgNwHH5Vh6Hi1RX/jgH90Jxx5WUK0RQpo43Irqgn4yJUIeejAIFf8rwrNksFqAN+ClBTpKG3w6+U3ZBbuhVy/fmUftZAm0NNlMPhmrAN2sgPQ9ftUlWSiH7B+RohxcK1G3wj5AWpiYS4S7lqWAq/YvFqDgrG7Y7fu/kbsnzz0aJyndB5aNPIR5vBJR7nrEtUmVcDWZmuaEi0sdVFnqcYKDsy9AKlKYfPI6qEqYVyTVyIDEGK12qiTeB2lLDpghWIn2QxUqRqocTJf5Fd+TKUA3MH2vTmIrf5OtTy5H6yhzsNuc1HovyYq5DyNgR50h5D7+/h4Pt9c6RSYS7ycm2KIULf+6+1dhn1w+an3bMrQCH6ILnogxja6K+uxriTUbjOh3gP5K36DHnKXBCG5Ns0rM23BTUo9TxfTaSsZTKo0snVE9A8diWYDNESrYXqMLvfjl8ycohuSA7Mz3ZgEsLy+ep0RtjY2CyrwAbj3hEbtLm/jaxMn3BSGJtfjzw5PpZubWTdnxn8+JSALkAT8yv8BHgMLb4WRJtrmByXLQVoLdoQr0bekEYO5wtzgCYvXsMMM0bEYt7WxD+QBXwffu9mNvK8XIE8KdkqbxLxNLrPQWiTdG2Ouh658ieglgcbSFKoux0K3z8lBejQe6EgYln5GZWTt0A5bD1x9zo9gbx6vVBlTCPcPAUrUagtzHu7HIVYPiB7Q9af0Pz9CHmKdkUezTLkNXqI9Hlt76D7nYJc81NQXkYtZOV2Rc+8B1KsjkdzrwPKiXINkyQiVJxaIKG4AVVm1UJewsNRODqVwjk1uCdfxaM4+H5/lhm/ys5EGApVV5Inv34QND/dGhp3TDu2lOpdK1RtUuz6PeVUrvL0CffGiQwi16oqUEgeFKJviF+H9bB6NQ/lciXDZY4cT/V4pzqkOWc2xNA6cq28TcT+pOgl54BaVL/n48bEZqkAFSGB6prLUwNZ6kcj7d63W/mrRF6NdbgrM/1RfkAHNDnLcOOzaIWqQ0KtPlEQZMNxaKMKrZeJjuMKUXn4CbiToxU1rUNeDEpKy3h8dSm71q/lxDGTiJOCa/XNr2qOKicuRIveZ+H3RgpmRfjKEQUoBj4Qbf5V3knHPRUGK54DE96E7U+rdL2nBde8Cj8+qhoofn4iEYWDy/3WQWG3N5GCuBbNDxcv6B9IgbozGBuGYQ8mu1fyDWQsbInCLVsGP22p/MzGI+Mg9Kz+iF8ZcCKWE1Ue1kCCcX1wHS+h8NrfkJfxaaRwdUdehe7Imu0b/OyLvFOFSHlKh7uD7+oXXPdg5DntmOVa1yHr+yhU3v1+cF0uwvw5pMS+gSz3vcyo9V1QYNw7vT8njryzJyIlei7uYfkvkXf4MzSffPIZT0aVdGchGeiq9P2KZNEwNNd9ikheWhL1AFuLOy/PEjS/30by3ock8kXk4RyIH29RGarsuw0R0foUYnyJDJF3g/P5yMDzkWJ4HH7G+WTkef4U/16TD2c/xBubpQK0DAlmV16BAqSVg4Ts17gnvbYlsj5eQJbi7ukPr4SwaZwhS/x63BZGfSJCuDKkabuWKyYyia5BpHsAsSzLowaVE5BXIuK7TJ6VWgU1aNe4DrOXraX7wtVQv1bFeafg5tE5Mun3MqL+RplQm9RMpC4CL7Fpqs8CiiGPU1rUyIedz4HProdvH4PtTq1wvbUhCrX5NvL9R8L/fdzO+VQmDa2Hu9A6gtT5RS4h2Tccz5HMersDbh3R02EFkcfpB7QphQbP0uD3Ucib+zxSQPojj+snyNt1ElKcuiDj4RQUtkm1Ad+AFJkHUBiiDfIsfkDmVjK1g2MuQt6wQuTtfY7shk7YIHlnZAheMP0LLlr8q8gPtz817bg8tMkegzbMGMpxcTGs+iCF4ACkvH2FuyfnNPScRyJj8jLHcV2RgXsS8ni5XitA/iJ5gH5oXpcPiWR/NjRF99kPyeDXUxyTzpO+HVLm26M54XrO/GDMtUgR91ESuiNF/QFkYKV/+1XRHCnwv6CCClflqQiti4fR8zrD45yNPI51xWaZA3Q61XPbzUK5NT59uUJ8hKwYn1yeEDejHAxfyvENSOD9Xo1zLkMJpqXV8MXOQkqeizXSq51sutEzVDQ6GQn/6rjapyGrxDdHAGTJn0H1nlUZyk0ZXY2xoPyWH8Nftj8NCurC4l/TJkMnwzdHIYfUaIQqnU5GXpKlyEuyCik5nyGPThwZJe+iZPjHkSX8BsqT+jgYC8oF2Qp50ZKXUiHa4H9C7OAz0TzcJzg+E3ZGhth2aP68iHIGsy3XOsjq3wuttS2+e0x/2O4UqJXZv7IXIjQMCRSfy3KuEIWIJHIyqv7yISXsgJTmd1HY2HVtlxA1Jv0a9zL4svI4U2ZKFg1r16iiz6ALFiPv3cdoLmSip0jusTgF3esA9HxdsQDJ2WEoSrHCY+yI4JyXkyB/HLA4OO9PiApiaebDK+EDFKG4gqgPowuKSc+n9WewWSpAX+HP5VOM3NsL8O9j8x1KuG2IP5/PPahixzXfI8R6JJTfxr+L7h8oyfdbVHEEOKv43yHhPAO3iqzdt9ATGTV9CW+jDSgPv6o3Q/kmvVFCrc/7iaPqme5oIbtWgoVj30TPaCDZ82KSMQZtgNuT4Jmp3Qi2C7hVw80pBVYH5z6OqMrQB+uD8z+OnwBLhrFpV12lQ6LyHkOW/R7BzxtI+K9Em9wNROGOAiRbLkR5FXci+ozZZG5U2Rx5eE9D8+hfyHObSaFZhhSwY5FR9m+0IWXDGqTIHbt4ModMG0acGL/vcm7WcTXQGgvXyJW4JRbH0PwO5dBA3A2N9kSybxZV2b/ToR5al2HO1vOO4ybOW8m6kjJitfJZ37YhH+NuYLRAodpQVA5LcUw6T/ouRN59H8WgFZXl3TiPsXsSFUX86jGuOZVTDnxaVOxL1O5ojse4hsirt7GxWSpA4JcUtwG5fsOE4E4eY39FitM6/JpmgkpU/xX830cBKkX5Cu8Fv/soQJOR92YSmuhtPdLx3kDW6yLkPXLx4uzWRQGdH2av4NjSMlbh19R0AcrFORcJ9nM8xo5F7vnzUA6IawkxyHW8A3JVT8G9uShIKd0NbXQvIW9DJa/iLkGf9alDYXFlZo/BaNNrHpw7jsrAXTARbVp7IIGyK8olcg2pvR+MPwnYG4VzL8fdKjdUsXU7UuwfRHP8LaqnRMXRnPsOvb//Bg5HSud2pM8D3AK1wLgKhciuRBZvutyXGJIvN6Mw+QjkDbqMzApQS6RovYnWwW+IZTebctEchfDf/E7MKpO796V/k85ZveI1UZhkPAr59SZLSDcBuyDD8x3kJbnJcVxDZKB8iZ7rg47jQOtjXHDut3ArQvlm2hIA9uvclLPyYqxC/fdc8U9UHFGIPIbpkPxe26Hn0zO45tXJAzLgaqLn+ZPHuLaofL4FEd2KK/5FVEXqowA1R2S19fAPV/8j+yHe2CwVoFr4eYAWos2qAFkUPhVka5A3owA/BagMXWMhsrx8FKAVKD8iZPvcOuPRlWFEZdr7EG3qLuXOrYhyYg5zPF+HJnVo06g2FjcKA9eza/wb9HxCx31L/DiE2hIlvu6Je24WyAIKS1X/hhQaVxQRCaojSKHwNe0SlcSPrkz/1RptPiVoXj2Hu+LVHG0E3yAl+Tncn3UchYLuRVws36AN+j7ceqIZUW7NtUiAXhp8z574C6KwJcUrSIltgt7/XqQON22KKMD9ucRQeP0fOHpA1y6Dn5Wl0mPXfryJewJtDOX2fYE2fNfS6xgqJPkFKSULHceBZNF4tM7GeYzrhMJfFxAZhJkwaroUoD27NGUgCiv5VhX+DXl/xlJ1Hmaqpm2JeJW2Ay/uIZD38Fr8FCCQV2UIWts+JfRhxXBf/NMGeiIZ4svsvDHoLZKxWSZBf46fEtMOWc+noqRbnxfRBk3md/ETyvlIs26NJpqPAtQcxaEvRcLQ5yWvQy7YQWiTdeUBigXnbIOS+VzZRGKxGLtu0ZR3fviDXactoXu3Fl4VXRODa70DWU2u1RMgDpr5qKrlaI9xxSiPrCOy6u/0GPsjmkP7oo3gcdLMp13PV1uMca/BftdjdZrwKhLkeyGvx7u4VSOWIkF+K1Lc5gW/n5ZpUIAVyCvxKFHlzwL0zLNxPa1Ea+1TJGRnIa9BLSTsHyfqLp4MQ57EaWgdTEv6/zK0YYfruAYqyb0Cf+6rVJiFuIXCyi6f7uebBH54FsrWiYCzaLeU/e1csEM1xtREicK+qI3Cgq6EhiEK0BrNFq4r2VDODzPlS9x9i2bE0Hrz9Y6AvKxvo8qwVHtNOrnaFK0Zn5wckAy5BT+CyRDbodycWfg1RM1Hid4vVOOchyEvqU9F9X8Cm6UC1BM9dNdywzXI+vgwGFuOu7U0EoUaDkWT1Idr4VOk2bt6U0L8gjaIa/Fr2wGynk9HLnkjsn6y8QCtQYvhJbT4fSz6Wls0gx/+oNb0pd6ljrehMMNV+CW2T0N5Q58gy9mHUyUkY/sceZBcw6lhKPU4FAKaTIZqmI57QsttYOEE+PF5PtvzMs4Jzv0P5C535R/6O0oEfRiFr17HjcBuOUqSbIU2gjOQy3wHstMOPIvCko1QNePNwb+NUc7MDaQnQDwSeRdWIw9fZxT+CCsow/93QJbkj0jZX031NlaQcrcGbbK1gn8nEXkNdkLr8Gyicux66J2ejxTag6i82WUT7l+gOXAqUXVdCW7l0w+iUGgHqnLsZMJs4Luy9Rw3Rq1Frc8Fzn3+3kXeOt88xrVo3hzlOQ6k6Len8hpzkdlxpHQnGmLZild+mr2c0rI4TesXsqFFVO/omo9o6J3uh2S8j8d/BfKkbI+iDPt6jB2D9qXauBk1IUoR39bOyKjyMdCno4T61vhRT8SRQ2BX5EH2CX0v8TjWFZulAgQq4QsFdDbURRtm2LTuTtzLyo9Hm14MCcQ3cSer+oRoUs5B+UQHpT+8AtsE1xsKikno2l0q0G4nsrBiKBfBBXWRME8U3pPRRpVNWbykS1NeBX6bv5JVa9bTuG5NFiNBm000v0OUaxRWybkotlugRO3qkMldixZvA/wUzAIk0ENOqIyhyVgM+vSD986H7wdy4G4X8VuNgopk6b09znsn2pjD5+PK3tsYCfQdiBTa4xzHHoCS6LenqjKcjQDtXOR92YKq3D/JOIVI6M9H4YfqYBwK0S1BoZkVRGuvATJ6FqNclBpE3D2noDl6FVJktkfhob+g8FxHlCeVaj4uQc+iPzI6Lgi+9yUyK9UlSDZchRS/fZDR41Ii/jPwyaT3OG7VfMrqteKxrf+akg4iGXHkBbwCGYKjkDLogh+RHLwbUUhsjXtJ873ovXxFVCHqgiloLgwMztmN7LJk1DSVA9Tu0pRjYzF+QO/IlTpiOZL19yAlPlOUwZLUjeeQcfMrUmhd5VI5CqH/A9F61MbPwD4FycF6+FXenou83w/hpzj9hsKYv+G2NyTiDo9jnWGbEYqLiw2wF4qLrUk1xsfN7CIzO6YaY9ea2d5m9u9qjJ1tZl3M7PtqjB1jZq2D8/tiiJltPW6uFfUfbCc8+a3X2HfM7EiP4w+8f7gV9R9sH42fZx+a2T+8zhbhOzO7qppj55vZI6b37Iu4mY0ws/JqnrvMzEqSP9xQYnb3FmYDGpiNH1TNb86hOphiZneb2atm9qBp3R9iZl3NLN/MCH4KTXP1VzP7xczuM7ODgs/DY7YxzctUKDOzD8zsL2YWC45vbWajs1xf3Mw+NrOtzKwgGPeIy43F47buib3MBjSwm0bcbTXMbLjLODMrNbMzzayB6f7ecxxnZvZRMKaTmf3LY9xqM9vJ9Ay3ND0vV7xgZrXMrLdpbWbDUY9+bUX9B9tLY2ZbNzM70Pxl/TOm57OvmU1P8feJc1dYUf/BtvNtn1X6vNTMupnZsWZ2nuc5XwvOebxpr3BF3My2M7PTzOwSz3N+Znq2l5jmvg8OMrOTzW8emJl9G+zfxcXFniPTY7NMgj4H90aDibgbhRFcQw8h1iPLYAR+MVaQ52cf5LpOJn7LhhFEzLK+HEJPo9yHrq5JQAHiiMvir7g1RA2xWxc51u+ZtoTDcc8hCrEWWae7Ie+DD0qRJd4VhRR8crziKDSwI+IB8l1Qf6Dw0CmksIbyC2HnoPbh20dTJg7MRpa5bzPDRCzh/4+k4Y2Jrqh660SU6PtvlOM2BYWlm6Nw0KlIHvwe/HsZsqy/InKvT0CJ2hdRNdG0Bqose5uINmJ+8P+XM1xfDOVPXU8URrgQrduMmP0tteaPoyy/Fg/vcCblyKvnUpFTMzhnHK2Z83GvvmuJns8M5DWYlfnwCmxAnoYJ6Nm/5zgOor5141C4OxNWlWxg/B/FALTr0pQ2qIprMPLcu6Ac5ceVIE9h6o5+QvJS/gl5XAeh+eOKDSg9Yy1RRaQrRqI5+iK6Xp9zDkX3+yDyzLnia+RdfQV5MV1RTmpiyT+LzVIBKiU73XwyXiAqk/YhMyxDm1vQa9lLAQqVn99RErSPi/Ij5IpfRdS40wWG2i38A026UOlySRNYieL8IWPxUR7n7RSUw0+ZvpRm+ClAX6Hncx8Sli6NWCEis9sKvdtuuOdblaNwZm+k7K3BnR28HL2fI5Aifg9KUE4Zj97h71CjEOb9BHNGV8TQrw/OXYTmyRaO554fnPtm5KYvCn53UfrKg3P9iObz88goeMvx3KD1sAAJwVI2TcXrEpRQ+xUKsVyB5mvi+2uDEvSnIyV1LjIM0iUa10DM9MOQrBmANrOvs1zLwej9DUDh8X+RJRE24JYq63U8d9ZtysEoX/BvuPHd/AWFVLuhueTKzNw7uLZOwXlcUwgaIUUrLAIJe1a54CiilIG3yMx3Nfr3ZZTHjaKmddi7cR2OR++qBCUIu6AGCvWFVXipFKB0PEA7E1WhzsBdQQy7FDQKfvchY92DKAw/CRnqruc8gWg/ysRvlYzdifh8fsf9XdZAfFcbG5uMAvT444/Tq1cvGjRoQIMGDejTpw+ffOKjQ1aGD5dPCVrs4dT1UYCmEj3kNvi1MfiZSGDu5DFuA/IIhLk8LoSEIf4g6u5bgB8h4a9ElRa74se1lN+5KRaDgiVrOHrFOueKlPVIIQg9IBfj7sFZgay8sIzzRo+xi5BFMiH4/UHcq2gWIiv4Q2RNP0iGpOJ6zaFXkHnz3WMV/bVuJWqQervjeQ1tBIehDXMwSiI/3XF8DD2jHZF38O9ogz/ccTxoLVyArN1aSLC1QdZrdZShDaiC73C0wT6HFIfianyXK1I1RE1GOyQnOqMcktYopy1dgnMtlDS7P8ppuhpV6u2R5TyNkFJyI/IcLEF5MimTS5fPVKNdoNau/TgLWeGLUO7Rx6nGJKE+UWXUkGCsi8eiBjIEf0PVf8MRJYILdg2OfRB5gVx5eZqgNfoKer4vZjj2m6D8fbcuqv46F1E0FOHneeiC8qP2R/eYjnsoea7noXynu4Pfh3ucc1vkwWmBnwKUhzyGx6N15EOGuD3yxtXETwGKAc+gPWkNfonNvtETF2wySdDt2rXjzjvvZIstZOu+8MILHHnkkYwdO5att/ZhupGl5VPJUAslpbVBngKfEFh3ZDWfj6ppfNANbewP4ac4FaCKqLZoY/Dht2mDXKqnoMkRCmwXD1B95G6+AP8Q45LaBZS3a0T+nBV0m74UdnBjaqqBFv/2SFE92eOca9EGsDuySvt6jJ2MrPWtkdDL1PMsGWGIpB267jOzDdi1H4x9Cfv1Q95ePoshjYtoiJ7xy7hZMRuQcnAXmh/lwdgTMw0KYCic+hQK1YAE36O4JcKuRZvJMCJ+lBBh24mWKcYloxgpq8k/PyOlcjASsEegxGMfz2cyFiCPpm+4+3+NPDJc8+gnweLQZX9oEdUoNcZdCU48z1+CHx9lsyYi0DsNPz6ffORhPZbMoaVkxFDS/55EzNqpRNm30+Uf2n2LSNLuiLydZ6FQn2vBQ2MkVy5EyloiN1k2OXol2ptG4vdOeiKl6XD8mqnWQB7DErSOfOhW9g/GPuQxBuQ5ehelK8zAj5JmY2OTUYAOP7yynXnbbbfx+OOP891333krQCcghca1JL0MhSmuQJPaB5+h+O5b+CtA1yHX+sX4lQvOQx6C55B17POSH0Eu+6GozPETR7N8AxJqxwXf4Ro3B1kt/wJO7dKUYXNW8Me0Jc4K0BVIkH4fXEO60upkLEa5Qj3Rpv4r7t6fD9B9Xod7RRVoHv0TvZdnkfW+o8t5W27F2s77Uuf3L1n//VO8+JfbWIY2H5fmpO+iSqNiFDqrjZTVbBVda5GSMxDNieOQQL8b3Xum1h9TUT7DMKT8FKLKtdOQB+tixAqdqtx3JHofvyMBGSo6y9DG2x55VjohS7IdKoc/CT2TDsH3+FjDi9Hm3AC9jxKkEIdGRGhIpFpLS/AvDQc931pUzw1fime/vJKV8JOCY+V9+nlV34SIk/paXSqWkmVtHdzIQ5PHtcGdEThxbHuUxxWnaq7dktWl/LZAEqtP58qmZlNUaeojz0AKyBOkr6LNlFr5dxQy9EUP5MVbjHuzWdC1voGf1ynEcUiu+dC7gLxzH+Ee6vtPYZNRgBJRXl7OoEGDWLNmDX369El7XGlpKaWlUWR75UqlIMaQkjCGqt3EU54Pxf3D8vWfkOByCQ91RJZzSKQ2BOWouIRLjiTqiJ6HvAYu4axC5BIPy+9BoRoXF+J2aHNOtnaydYMnOF9Ijx7yn7gQXTVFCuYOWzRj2PDpjJq+RAU0sVjWzWFr1KLBJ9wGekaHIwr5mvhZPnURiaIv50wNpHx863k+gOJd+1Hn9y8596cXydvnKqywvrPAmYKsyX8ihcmVN6YGElIXIo9gk+Dz7ciuaP6APF0HIGV8JyKrtJjK4d1k3Igs7s7Bz74J/++QYtzXyLqfhh89QCLKiIyM8LmG7NX3oeKHsMS5Ddos5qC13B7JggOCn72J5vxXyPuQ6l3djfJ9zkKbXlukaDZDCkI6lCLv8BEol6Yl8oBl9KKNfRnWr6K4WTf27bI/z6P8vrVZzhUijiz+o4gMMlcl6jskP98PrtFnszwvuE7Xdi8hfkfP9C0iD0M6WTIq8P70aN2ApvUKeQDJrRsSxrkoeStQOGkgUTFFcqpFOg/Qu8jL+mDw+3apD6uCcrQ2r0TeZB+P5WhkhDyP5OFfPMZeh4y3o/AzAmcgo/U15Dn36dtYHcLFbNikFKAJEybQp08fSkpKqFevHu+++y5bbZVeDbnjjju46aabqnxejDY/V16BQqjgyvgVhTtc+59sSTQpP0YWuCvLZ+LEegx5OVwUoKZEPXoMbSi1cFOAEr+/HHjVMTOjgMq9tMqD8+5F9mqwLdDzLSlqTM38PBauLOWWxWs4oEW9rFZiqhDMl8i7kkmINCCKtydiKbLoM+V57R/8pMIa0isHMRTuqQ5ab3EANO1K3tKpMPoJYntd6Ty2f9Lvrou+kNRWoYuX7UTSh9eybSY+vZcgypNphnvjymSUIYUm9DpNQIZAbeQNWoWE9kgktBuhDb0N2nxaodyP05F82QUpQ+8iD9UjVBX2lyHDaCDKyToMrdGPkNchXZ5iIdq0rkabyKXIC3ouaZL416+Bbx8BoGDX89k+FmNHpDzNQ9VpPTM9HKQEXIY22zGoOKM72XOUICKe3QOFKYcG53TBYShBux56F8fg5jFrFxx3NHqWs9GGnQqjgv5fuweFGNsiZWA3pPS7Mos3RHLwTOQlXkLkjayKynK1C/KmHIXkoWurptCo+idaqytwT5doj7y0xyPvpg8nWg20lx2B0i1cPe+tkMHyKpIPPl7M6ngts2KjFdT/F1BaWmpTp061MWPG2FVXXWXNmjWzX375Je3xJSUlVlxcXPEzZ84cA2yv4mLDzKZ5nv93M2tjZh2rce2fmFlNE+eCL+4y8Xw84Tlug5mdFYz15RAqNrO+Zlb/pzlW1H+wnfJ0OiaTqlhgZvuZWfPgGnzw16e+taL+g63TqBnenDoLzexUE2eS73nXmNntwdgVnmPjZvaViffIjy1JKDVxqryZ7cCf3xQn0C0tzZbPqvSn34PvyWHjYK1V5nRaYWZjzextM7vHxGVCwk9jM3vSNO9+NK3ZAxL+XsvMbrEUXE8BfjCzc82sTsL3fZrlGuOmebN1MKbA0nDzfDZA8+aBnmbrxQg2xMzaB+M6mtmiLOcKMdnMephZjWCcKyNLiYlTp67pHn34al413VtjM/Nhw1piWs9FZnZchuP2uOtzK+o/2L74dWHFZzebWQsTJ9MSj3POM7MmZrazmd2W4u+/zV9pRf0H2w63DK3yt3+ZuI56mR/f0Xwzq2+S1497jDMzu8bMepp4i3z4z5abWUPTfvaY5znvMLPuZna057hFmzsPUM2aNdliiy3YcccdueOOO9h222156KH0KViFhYUVVWPhD8gtXYBfou585MmYR3ZrKRkhDfx60lshqWDIDRta8D7JzGtQCO0ZZK369Ef6HfGWfAR08yzN+Qp5Xr5AFo2Pi/EN4JvACiuatsQ5NyKOrOjuKCnvco/zlqFKiK6oN80F+LGwvo2e1V7IutnVcayhMNHFKPRxOQ4u6G2OgaI9oGwdG4ZczfvB9XZFFS4+vZzWoVDuC8iDMdJjbCIMJQsvrub4/6uoTWVPQ0MiyoMrkHfnFvT+J6EQ1Dlo3m2PctpOQCHaHYOfr5DVvDrF+XZAnoNmwXmXI09zprLvGArBhfkeYauVdxMPWjwFRsn7wyF3Q4EYwbYimuczkZfFpQy6IQqPlwfjLnUYE6I+kktr0fNxxSrkKViOQtau+ZDzUHhvFnpPc1IcM2fZWuYsW0d+XoydOinIW4qS4Bchuf+ax7V+j+7ze+R5SofkHKDlKIQ7BRWh+DQ1/Tg450f4reMFqCBhIvKaz/UY+yp6ti8SVcK6YD7yVP2G5qlPFVimKr7qYpNSgJJhZpVyfHzQBb/NeTCRe91HAVqL8n7CsTt4jJ1ERGzVCL+S9CFEBFX74e4+LEeKSFhW7qM4LUf5TmEZvUuFUYhfUTXB8i2UTrpk+lLK427a15cosXY5KgU9w+O8g5Awnofc1T59bZ5GIYHRKLfBpynq00ihfRiFTF7Hobw6FoO+9xLPy6fgt8E8OWUoj6EckxuyjQ2wEpHZ1UNz8QwUhnGtmFqGkoO7odyKAhQqyMSxkoxSlNtxavDvFShc6lPdk4gS9B5/wZ3L5M/iSpQH8VeUfJqq6uYstLmMQRvTUBR2TZe4vjParNejzXcCCqUtyHAd9VGu1RxUlnwN2ii+Bu2yH18O8Q2w5cHQLWo92x7N2w9QGHkqehfZVlxLJAv/jeTgs7iRExai9R22ZXkd5by44EyUe9UUPc+3Mx9egW1Qrl5HJNceT3HMN0H4a9v2jahXmF9xrdegMB/45Z4cTiR/fqRqkm+6HKDGyNAN+5X5kCGeTGR4fYU7nUTY4y80nFxpCUCh3pC6w0cBao3eZ/gYpniM9ck1csUmowBdc801jBw5kpkzZzJhwgSuvfZahg8fzskn+xQ+Cyfj35jvIGTl3YBfAmsd5GlqF5y3t8fYrZAC9TcUa/V5WTugTf1k/JiRa6BFWBt5NXp7eIAaoc1oeyQc06enV0VLJOi3atuQGoX5rCopY9K8ZN7c1GgQjO1C1A/HFWXIIm+CLHqXRpQQdSsPk0Efwr2/URmynsuD38MeSU5jW/Tgx12lpj38yZUctmEdT+KWVGqoIiu87hjynLmS2a1AisbvRH2zTkYbqUvjxzjawAYiYfsy8GTwUw8/5vDw++YjK/ZeNOfqIq/LccgLuSmiBlIStkbGS7ZO9DEkX45EHpJ3CXJzJr4NM76C/FpwSNUObHXQhj0QWf/nk71jOmizvgh5KkYFPy4rtT7a5GegxPLb0VrIhnyknE1FydS34+4FOgBt0CFLdnLD5DABOsz/CdEWVTDejLwxrh3h85Ay/y6a0++mOS6VWN0ZFUh0w08BKkRG6xmIx82nsqovusaaSFF3RV2kCO+Anq9PoOA4otJ5HxZp1zwjH2wySdALFy7k1FNPZf78+TRs2JBevXoxZMgQDjzQV2wqWdfHmwJyRe+JBIzLog2xClXB3IW8BT5hireQkHmb7JVUiTAkoPZDISE3NUKYgzbEB1EJfshE69IxeiCycschoeyqsJUjb1FrYFiNPE7v3ITvf13EN9OXsE27zAGpaWgR90Obcfqkw6p4CVnpoWvVlWl0Q3C+kLb+G9ybhM5D9zoNbdBP484g/T0Ks6ze+yrGT3ibLstnMuibhyjY56qM4wx5BG9Ewiq0+i5BCZCZUI42gueRoGyD5vE9yHt1FumVrzjaOIYHPyOQp2hbVNnzI7LqwsqqVNe9ECmLyT8hW25pcC+J66M3Cs34hJuTMQuRRB6GNlGXSqn/UyhdBZ8GfMt7Xg6NO2Y8PA8/slXQe++Dn6ED2sguQwrXWtyIJUGK1wMofPIH7mu9HpqrxyHFO/R2mlmFArTbFlWJDMJE332Ql9lnzzgKee/vT/o8mxTtjBTKY5Fn2DUcn4/SHRogb2NHx3EgOf8uKtv3QUMkV/ZG+4aP7L0IGS8+CtB/ApuMAvTMM89stO/qgBb8+7iVwa9FE2RQ8HsNtHm5tFz4CFlzp6GHXYY2IZcyx8eJylwhik1ny136DblCx6EF1zAYu47sXoqHUWjmjGBsqNlns7jWoUqWJ6la7ZKt7PU95Bn4AXlvDu7STArQtCWct3dajmRAC+kApGD6eMhmImXiBZSr4YO7kKL3DbLS98adT2of9HzGoXnRx3HscHSf5wK3F9ajzsG3w6AzqDXyfjFFN0lfUHoeUvYuQCGPlsiLk60EdQUKIyxHAvlTtHmsQaGf3hnGvoGs7lDh2Qcpe3sib9skpDylqmo8E20Cs5BHsSaa8x2Dn73Qegp/b4W8d3ODn1L8wpEghWo1UnTqBv9+jZT6Wqjq73BUVRSGKYrR5no1WjN74U6WR3CPM4Lv9FWwXkBe6bTeoeF3wuoFmhe7XVzx8UKkePr22gNV5+2Au6czxAYkj5IrJ2uT3Vv7C3reiWR5Lt5GQ96UxCrS5DDvlIWrWbK6lFoFeWzXoVHF50uQ0dg5YZyrkjcWrYsYkg0PkFr+WVISUCmaC92JOHJcuYemoPVRiAxXV2bmOFJAeqD50CTz4ZWwGN1TM8R1t9xj7BRUGX0b7m1GQPvwxsYmEwLb2HgOacwuqIPK3vdCk/lKJLxccAIKEeSj2P4JyAvggo+RlQ5akIfi5vrtgTaPsIx2CRLeLt6nO1CCW7hgw0WYbaLURt6qxLyfYrQ5ZLvmvyI3cyjMdw+ssW9nLmNdWXm6YYA29udSXN8PRCGmVOiIBEWqPKVSMueSXIqsu5B+05XTJB8p3R8TCXRXxtY9kYv6UQKrcKujoPM+UF4Kn/TPyKx2MRKu9xAp0y78G42C8y1Az3hv9Jzrkz2U2xspPEvQpvAAMjZCIbsV6Skd9kWW9zBk6a9DQnMoyjG7BnmOdkOeo7zg+OuQYdG9Gj9tkGGzCCmnn1E5XDINebDeRCy/vyLFfTdkcZ+FclS2R96ND4g2hetInSQ+HSW/t0Lkft8g+fIhmXOq1iPFrDOai/ODzypCGAt/ge+CjJdD7oGCKLD7LVpvxyE5FPZ3ywZDSub2RLkixQ7jQPLvEBTqNaIWPS64ERma4fNzDbVMC8Y9m+GYMP9np45NKMyPsiRvR/IyUQFx8RQUB+d8KuGzkFgzRDpH+pNIoQ299bVwY0iOIy9lSK8RQ/LfBUNQjtnC4HfXAg6QF3hA8P82RLIwG6agtf8bulYXB0SIGz2OdcZGqyfbBFAclNG9WFxseWZ2lef4uKlUETP72HPsOlOZIuZXVmmmMsftrHrl95PMrLOZHVKNsd+bWfsxs62o/2A77ZnRXmNHmVknM7uuGuf9MR63jrcMtaL+g+3b6X5Pa7aZnWBmF1XjvCVm9qiZnWJ+JaEhZprZraYS0epggZnN8BmweIrZTU1V4vzr4GqeNYdUmGRmV5rZU6Y5caWZHWtmO5noHUj6KQqOucfM/mZmTc0sZlq3zcyskZk9YlXLmzeY2WBTiXhNM+tqZruaWQczy0Q8ETeVye9qKrG/wMzqmdnweNzsmYM1J14/OeXYySaaigamcu+e5jZnS8zsn8F1/ttUOr3aYZyZ2VBTqfb5ZtbfzP5wHLfazPYxs23MbKSZveU4zszsDVP5/Mdm9nyKv5/1/PdW1H+wPT68MiHKGjPrbSrTHmtmcz3O+arpfUy01O9v6kKVwW97U2WSg1Iz29bM/mGitFjrcc73gnNON8kgV8TNrI+ZnWNmS82PRuMrM8s3Ucks8xhnZnaEmZ0cnC8dLUQq/PAfKIPfLBWg/IAH6GWPsXETZ0Io8BZ4jF1tESdId49xZmZTTYoEZnam59ihJq4GTELcB0+ZBF3dQAE6/Vk3BajMxHdSIzivD9fSOtMzrmFmzV/9yYr6D7b7Pv3NaewaM7vRzGqbWaG5C1gzLcLHzKydadMa6zE2bmafmTiA8sz/OS8y8Tvta2Y7mJ/gMzNbM+wmswENbMn9Pe350jWeo4W1Zjbe/LhZNnesNrPTLeLR6Wsyjt4zzYly0zO91iorSr3N7Os037nEzO41zcGQ1+chy6yMh4pQu2DM38e9JuXn1lZmy9O/0biZvWDaODEpRK4b4NsmZctXJv1sZm2DcX/zGBcqQTVNPDnrPcbeb+IeKjCzREmyoazcet4wxIr6D7af5yyvMm6GSYltbZJnPvi7SWZ3sqrvburCVSkVIDPJnQKTsveh5zkPN7MdTfuMD0ab5O0+5s9h1tc0b473HPejSVYea2ZjPMYVb+48QBsLYRKzTzn7T0QMtW1xa94Y4nWiTrsu/W9CrEchiDCr3yXnKMRcFPII3dQ+jT5HIpfqevzYQUHJsvcj1/reZOhynoQ4qri4OxjbO6jK+GZ69gLrEhRCuBGFLc7BvTVGyAreD4Vbzsa9Um85yms4EIW29iZqBZINa4gSv89DYaI3catgM/SctgGa73k5sxq2p2nxbE4b6cYzPQ3lTh2EQoF1Uc6M65z+A+Ua3IqqevqhtgNjHceD1uBQFEr8FYVj1lK9jvD/C9RByeurUHhxMMoNO5KoAGAblOx9I1pPT6CS/yWkzmdoivITj0fvpjcqN+9H+q7iMZQjsyXQZd0K7hh6HQA/73UlNGqf9vpjKOQXru8v0Nx3ef6lROHlZ1HI3AXFRGHFt1GozwXLg7HrUQglU1grEWWocmwNCrslro7xc4tZVVpGg1r5bN2mqpQbh57RfBRuzByIj7AQzYfw59s0xyVHrA3l2NVCOaI+uTG/ojX5A8q1SjdXkhFH76EmyjH8xuOcP6B96QsUGnZdt+Uof60myqmd6HFOnyo1V2yWClBrJGRckulCbI+E3pFIOPngYLSIj8dPAaoZnLceSrL0UYDaEuUk7Iwf6eO2SNj0Jqqkcc1z2Q4J9844dDlPQB4i9KuB4uaXBnlAP89ZwerSzHV3heid1g3+n9z6IRPqoFh7XnDeWz3GFhI1wayLcspcF1QeUnZCwfoK7n1x4ignYSKwtmZdXjxYKb+xb/4NS6ZmHR9DOS6fISF2Kcqlcq1QLEM5C9cjRWwwyoFx7V8EUR5LH5QT0Ba1AHiD6ilBIb/R35EC/hnKXfpPKVQxdL/ZmtEeh3IlLkcJ7CcjGZIu6flYRLz3Kar6m4aKITKVAPdGxtm0L2+j5ZrFrGm2JV/3uTAjfxDBtcxHfdnuDv7v0h7oxODYMKn9fCLesEzYEyW/X4uSxS8gNSlkMtqh93k5mqM34bbJ56Pcs5vQWn2RiKMs7P7ep0tTauRVlW5HIeWzEWqj4VqW3hK1LQorxpJJFNPlAMVQvufRwe8f4l7q3wPRs9RC6+rrzIdXIA9xoIXX6qMA7Ugk3xfgntdaAxkBYSGBD4eQb5WiCzZLBegypIX69CEZhhKfH0Z9fXwQds5+DTG1umIFmiy3IlbRbHwgifgAVa69ijwLPrgYLfxvgP09dpDliLPoHGRZ/M3jnCOQJ+R5JKgOaVKH9k1qUxY3xsxYlnHsrSjx8Eu0+bl6f0rQ+/gaWTIDiBZmNsxFSbwTkZC9m/S9m5LxM1rM3yDr/gbcq3JGo2TF29FmuQdwefe+0PUgEd4NvhTiqe3V8Sh5uBtRs8Z7ESdLNkGwFHkw9kT3GU6Lo5C1nK0n1FI0J69ESk8jpDhBRDw3BRUJZFK2y9CGFPYTugNtwCciq/R5tFEehMjavs9yXZmu14fc8X+OP36EMU8DUPfQe7ggvyatHIbFkJfqSqRkXILbxtsQKb1fIc+fa+VRS7ReZwfnfN5xXFM0V6egd+sqgwvR+pqA1uuDwedhAvTuKcrfQ5wYjDsQKfyu6IHm3SlI9qYy3yxF0ULY4+0e5EnyISY8Cu1RjYN/XdEUKc97ECXhu+JSIq+aa39LEAnnMDQXfDxA/wlsMmXwGxOnoclWjMqBs1muhqqZLkQvDyJLIptS8hOyrscQlaTPQpnz2SqAbgiOO5/oRS0me3XAimDMjVRu6rmO7CGWQcgK/xFZqaEQzcYDFEfPtRVaFD58R1NRZco1VC5J371LM15fNodvpi1h3+6pVZN/I2XgU6RUuFoJq5HQmIM20/a4syF/H4zdDm3CNXFTpuNIAF+NaAbuRyEUl2qPRciz9RLyJHyKNujmQJ1YTER3M0bCzJHwxa1wwICKsaPQM/oEPefRyGvwOvICpMN6pHi/gipGipACNZDI0jyf1ArLfCRYRwbHTQqudQ+kuP07OO4uJPATlcff0LqchTbKxJ+5yGtWGylx4c8uCdf0V6T8dA2+b0aGewyxKvjOcJ2tRvNhGxQiPRx5jFPdawnuBJqJKEMWsat3NRFxEpTW1YvgzVPB4tDzb6oOTINwg0t3zkzl+OnoLDrj19Ub5Dm7CH8PXRFSEmZ7juuKQq5DgLUbyvlhlmr0duuSXgECeZ+GIANrKe6NRusiQ24gWn9hxWO2dx1DRm93FJba2fF8oCjBN0i++CDk8zkaVSZu4TH2cjQXf0Rkva7oihRun24B/wlslh6gWshlfjBuwqcUWR0h3dxsZBW48CbkIys1VLImoFi7S/nzFsj9HQrl73Gb3KUo3HZFwmff48aNUhvlHYVuUQtEVDZ20TKU7/MmlZWfBWSPZ5cghSC5ncMugXU27NeFKS0mkCv8bVKXVK/IcM71yNvzFZFS67oY/kCKwwdIeNT2GPsjekZPIiHZCrc2JUvQO/gBvZ8mSIg0Cg9o0hmODOzir++HiVEnovfQvU5CCu4OwTmzcaiXozBXJ6RYTEV5Wt2R16Af6dfPYORRK0WW4m/Iqn0HeWB3QkrYW1T1nJ2E3OvPBedshTx1DyLlbTF677+hTe1pNHcORHPpVdRXrbPHz7Yojyb8vRcykL5GiudWSHFLdvW/gUKnu6L19j6p+xulCtncg/IQb0e8VInIpBhsCK73cmBu2Xp48zRYOReadoXDHsgwUqGVPZHXzgeGPLqPZLm2VAi9KKlCctnkb38ql5WHyEa6Nw9tyIn0AzEUJv1m6hLWl8Vp2aCQLs2rBhefQ+8mRB7yTmdTflajuRvSCsSQNzxV2kPyM/wchQZDHIZbPmEcGebjg997IE+tixdvIpESWhfJM1ePyP2IzgPkyTvccdw8lK+5HhkXz+DO7/Oe43Fe2Gjp1JsAwizyP4qLbTdTVYFPRYGZqpqKzGy3apx/pKkctl81xr5lqth4pBpjnzHdq2+hdNzM+n0/y4r6D7ajn/PrJx83s9dMnZHHep7XzGyEmW1VssG6Xf+JFfUfbKOmuZfD/2FmZ5vZS9U4b7mZfWDq7F0drDezL8y8O9knX0O18el1URXQ/PFmVr2S/hDVHftn7mHDnxi3opo/M8xsuKky9A7T/Ck0rdcGFlVxNTRV6fQ1lXQfE3y+hakkPSyR72EqaX7BVNb8FzN7zio/l/lm9oCptB6TTHnUzBab6CPGp7nPcI72MbMnPrzUbEADK7u9nf24eIplW6ULTFVKNYLrX2KqBFqVZZyZ2ZumjuyHBt8z19yqFpeZ2YGmSrUfg89WOIwzM3vH9B7uDX53ldfrTJWV2wXnSpzHZz6n8vfbPpqUcuxnpmosn5J7M72XvqZ5kK6i7vfFq62o/2DrOWBIpc/HmmT0B57nNFMl3g7mv27mmCrk3qjGOW8wUTb4lM6bqVq3tfl3kDczeyxXBv/nECpAuwZl8Dt6jv/VzNqYHtrlnmPft6jk1Gdhxc3sLosE8HSPsaUmIYdJiPtwLqwwlTfWCxSgv3soQItMZa6hUPfBAjM7NRi7h5ld/c54K+o/2C589aesY5eZOEZqmbhNkjlXMqHUxBWylWnTW+h32farmV1hZi3M7BXPsXHTxnCjmZ1o7ptDIlablMZvysvMXjxKStADPc1W+7JO5WCmd7Au4fd1JkqKYWb2rOld/d3MulnlMvfOJiPlaTM7w6QYYVFp+44mjqxkTDazAcHx+SbDodC0UaRTQuM/PGc2oIGVD2hoh//2ifU2bWhD0hyfiO+Ca2liUhQONDf5MCc4vrmZnWW6RxcleYOZXWyiqXjUxAXjqlx/amZ1TJtuP6v8XjJhpZntYma7mxSpH8xs7vK11umqwVbUf7BNX5Re7XsyuNbvzexFx/OZSQZ1NN3r8BTXmk4BMjO72/Rc5wfn9Tlnq2D8rx7jwnO2MT0rHxqM1SZF5kHzl5WPma53jflxpi3NKUB/DqEC1CpQgM71GFtqItfLMz20tz3GzjTxLIRCcrHH2E/NrItVj0Pofous19SUaKlRaiLHwszqjZYCdNbzbktyiUlAhvfqowxMs8obysdmNuGPFVbUf7B1veZjW7IqvYj+0bSowrE+3q5vzKx9wlgf7893JiUvHHuKx9ipJgU15HBpZNoIXbDOpLCdZ7Jya5gE/SozszVLzR7cVkrQ84eZlVW1Df8wPd/HTPw1xwY/rqRvJSbBN9vMppjZBBOnx1TH8f8/oNwkQy4wcTl9Y2apRPM7VllJqmGSJStTHBs3KU+Jxx9tKcjmZn0XkWCOuNu+MHktMClQLt7PcpOnKTzPseZmNJSbDI3qrJfHEsb5KBZfm4gUMbPbPMYtNXnsCkxcOfcPnWxF/Qfb8U+mUkMr4zKT/Gxgqd9VOvxgUl5bWVXvSoUCdENVBajMtE9sYWYHeZzPzOxdk+HXzfzW4HqT0beHSRb54DmTR3AX8zPaSk2GwlFmdrXHuBwP0EbCSpQkuYPHmJoollsPcb/4NAAsQsl0OyGumMxpd5WxO8rF2BXFr32wL0p83gq/iqya6Frr4d+BtylKvG6Mkl59ztsexfYLUX7IwUDPtg3p1a4h68vjvPPT3LRjOxNVf+2FX6+jLYjKmXdFOVqu6EJULdQRvwrBtign6A+UkzMI5aG4oBaqvnki+HdHFJOvB1CnCZzwKhTUVTfwz66vMt5QyXg/VME2C1U4pmpKmgqrUX+vDsE1b4PyJnz6CRnKm9kJ5eychHISfHhXErEQ5eyszHbgRkIeev6PoMT03Ujd2LMHyrf4AyVbb0BJ4KkaHMeQvHga5Tzdgp7vQJRPBcDKeUp6jm+ArY6EPa+gDPESHU5EQXEvmfN1ylEu4s5E8++CLGMIrn91wvVfhBtHSzkqlw9z3i4mKibJhl+IckVux73s+neUB7QB+LA8zss/KEPnpF0yE4MUo5y5lcHPC47nA1W01kA5T8mcRZlyniajYodpKCcoVS5ZKpShqqoNwXd85HmtJUSVsK5YGxy/HOXljfYYG5b4v4dfpZtrbzQvbDRVahNAqEHuUFxscXOncTdTrLuDKRzlS/09wmSVjTe5N31wqcnzs86US+CKdWa2tclCnWJyN7riZ5M18aqZ3VjhAXLj7HzM5Ib/2ZQz4IpyMzvJxJ76vZkNSvjbq8E17HvPlxaPV3WcLze583cxs4ctcwuBZEwxWSP7mkIa4zzGfm+aE3uYvC/pGH5T4VvTe93CFEv3ye2aaMrDqBmcf3tL40r+5X15CAY0MBv7qllw3D0mj1cdi1h5XefHTFM+xi4WWfINTB4Hl5BG3OTpe8kUztg64Xvqmloz+KzL8DuXmryALYPv6mSyMAeY2S+e3/d/GuvXmT21r97po33MSlKHcdabvImuzOIrTaGzq82dhXidifn6JJMXwdWzPcfkeWph8sq4hsKmmNlpJi/8aY5jzDRnjzOz2r8ssKL+g633TZ9ayYbsvq4VpjyuMMfLNa+t3LTGCkyhz8TQ0ozAA7R1Cg+QmcJmLYJzPuV4PjN53vcKxvmyQd9j0Rr0YdBPTAkZ4DGu3BQ6xRSCdX3//wkP0GapAA1OeIDfmdsLuMMkVBNjui7x1g0mF+ylSZ/Pcxg72qQ4JW+sLhvEZaZFmywesy3ilSa6+XOC31/1UIBCN/w7DteXjMtM8e/QfZv4TlaXbLCt0iRDLzcpP7uaBJZP3s93pj5NJ5pCOq5u7rjJ7V9oeq/rzb2H11pTrlB+MHaNSei5YL7pvdQw9Tv73RRGyJjl8/mtyhO5ubnd+8cPVs/kJn/CFLLqb9nnxAyTkNzZonYOt5kU3L0sc/+h1Wb2pZndbtrswiThTqaN837TnDnbUq+JULkZZwprPm5qL3GaiYZ/S1OuRijAawb/5pnZX01zsrp93a4xKap/Kil9YyIeN3v3fCk/d3QwW+pjEv1nsdb8W6mUmJLO0yV7p8Nk0/v/wXPckUHy80WD/VTiz01Gkm97ih9Mxs2tCZ/NXJJZATKTEtLHlJflg1KTYlFgfiE7MyXr1zD/wpFpJiPM91rLLMr1nOE45j+hAG2WPEAh38snwEOIAyETSlDZ36NEfB8vodLyh7OMfQe5YG9M+OxJ5M67ItWABFyLXOu7J3w2EHF1ZCphnhZc11dUZqp9E5Vt/yXD2DtRWfeDwe9h9fnymNzc6Xh2ShEP0HVEbKYh5iM3crfkQQEGo2cynIiDInQVx4E1hfkcuV1bXh09m9e+n02fLlFB6t9R6eYQUrftSMdd8gdi1r4Q0RTk4U6M+RAqD38JlUaDwl/ZEEc8OKsQaWNIHri3w9jvgAMQncI3iPcGHMgX97maXxdMoMeUTzjt9VPY9pwv2a9+K/JQSGLHDENXovLl71FI8jjgZSJ+nRWIcydVGf+HqAx+PFFItQ8iz9uVqO3GIhRS7pUwtj9yjf8R/IShj1YolNwOhUu3Dv4NPytFLV8aBn+rj8I6gzLcY4hp6L3URWumHiISvR1RCPRFpckHUXlNxdH82RWFklKFtdJhLCqZPghHHqHRT8C4VyCWx9fHPk+PJp2ceWlCLEPhuFS0EVlPj55rKvbr2kR0EsmII9mxS9LnhWSnYvgdhVUbJXy2JQpJlaYakICJRO2O5q1Yx/jJiwA4cufMRfSr0NwPQ+r7oVJ+lxDRNBQWj6EUi5+IqAMS5ZAl0XqUo7leFJx3OGJpduF9m4vWU00UcuuOQmhHOVzvH2jtnBac52NE4JgNq4Nr7oK4vo4Ofneh9JiP+POeC8b8hJv8rE5YPCs2miq1CSBRg3zbpCm7doT/wyJL8l6T5vq6w7i4RZZRual6DFOIKBuWWKTJl5rCWTXMrZt8YrXYOlOCWwPL7hJfa3JRh3jhO3mA2r0wJmuVyGSrbC2Xm0JinSyz16rc1H07GV+ZwktzrHIy9NLVUfHldEudgLfczG6yzGGpTO1dp5loC1JhcZrrTUS6+pKvzC8cGaLEVCJbHW/Gd+uKbd3DO8pz8FBvs+WznMc+ZtVLbP7JFNb70fypJh4wVae8anpeM8yt3HaaqST4H9X46WNq1NnI5J1LTlpuZyplH2DyWgwPzjfPRIsRhju2MXnpnjM130x8X8Ot8vp4OjhffVORwvtW2cNcKdT+7eMV4cyybx627U2er3Otsic6m7fqneD+jrTKzUGzIW7y9nUyedV8MMr0fG4wPw+tmTydW5u/d2mGyUMbNif2SX7+l4nGYKnnOVeZGqimCmeH82DWkjVW1H+wbXX9J5X+/oTJk5J8zmzzvtz0fG5O+ny5w/UOM9E6JBY+uD7nI00FGCHmmVtqyO8mL+3E4PcN5u7JuzgXAvtzCBWgp4qLK7qV+/AulJvCF6Fg9OkIv8ZUzYFJ0PpsZPNNOSaY2f4e48wUN+8djD3Lc+zPZtbtu5lW1H+w7faCT99eubV3Dc57red5p1lURn9xwueHPzzSivoPtqdGpCcDWGYStA3N7GDze87lpjyIvqYKDp9qPTMJwFfM7DCTQPPFBlPI5SGrnpIUIuXYpb+rLH5AA7P7epgtnvInzvD/N+KmuX+mKfT3uJldbwovHGDK3aprkRxIDMF1M1XydA1+b2xmh5g2qD4mzp9ExbrUzD4KvjtRGXrPtPk/Eo9bfPjdUS7XkGvM4nGLm/hqDjWF+/qaNrTHTdV9mTDFFB7MN1WwLTKzgZa9vLzEtJbzTflbq4J7cVljYW7LwSYDbra5hRbXmEKnbU0yJW5unEVmUihrmtnDZeW26+3DrKj/YHtvbPYsl7UmedvH/NfheyZl7/M0fw8VoB5JCtD64HyHmX/IdWhwTj8JrWe5v2lf8sX3JsPA95xmolc5pBrjxuUUoD+HUAE6JCiD9y1J/8Jk4WHSun3wiMk6wJTv4IpSk5AKeUQezXx4JSwyTfDwXr/0GDvRJMTrBQrQSR4K0DCTMMdkhfkoiq9ZlMdR2yonjWdLhn7KorL/fPOzcF805ZOEz8qH5mCYabMKk4qPNXfFa5ZJWfqr6ZllEp7JiJs8YG+Zkkr7mviP0hIWFM81Cz1Bd3U2m/ezxU3zZJxp43zaMuf05CDETVb2eItyo1qYciGuMHmulpjylq415SuFRhem953sWSs1vYO/mxQn4nG7+9NrI+XnyzuVB5SESSavUy0zq2dSiFyI5kYG117fxOlyqLlxAf1gmmcdTfLwTocxZvI07G7ydJxg8vS5YIPJ09XQJP/+6TjOTEpQ/SD5uetNn9o6h+RnM3litjIpJIPMb03cakrunWIqT0/E7KWpFSAzKYVNTEq3q2IZ4kKTYr7K/JL+p5nk7FvmnosT4hzT/CkzPy6gGaZ9YYj5lc/nkqD/JMIHeErABH2o5/i1pmS4I0w8Hj4Yb9rc9jK/zdUs2tg7m1vydCLOMrnoi8zPsigxWSQtv5UCdM6L7grQIhN3US1TeMEH0yyq5PlX0t9WZUiGNhMXTcgV4ktUOdYiS/4Ez7ETLPIIdLXUXDDpMNsiHiBM4RVXrLbIq4hJwR6bddBis8f3CNiD29uhs0dXjC8wKUA+5z/ZtLnvbQpX7mXyaPhgmEkBHWK6/rnmHzb7X2GdiasrW3Xn5yajaU9T+OBMk2KUbtyL5WX2xAcXVyg/14x6NGtxwbtWOXR3qWUPOZVb5Tl0pLk9+xKL+L5iJkXDBest8u7WNPeqy7hFnEV5FjFKu6BvkPzcaPAvXpWp4dqsZX7yPm7ycjQ1yexEuRsqQN2vq6oAmUlhLjB5vL71OOcak/dxG/MzsM2kcLU0KXyu3jUzKfhNTN6cuz3PeZVpPexj/9sqsM2SB+hVxMPxuue4u4N/X6dq36pMKEfcMiejXkEHeIz9HfVSehgllvp0hH8l+BmM7tnnZV+MeFWu8RgDSlg9HCVEvon6FbliNko43Bc93yuT/l4vSIYGeO37yu0QxyBemuNQ8l9V5pv0+Dw479GIMylbYnvy2IOA7VEC7Fuk5oJJhbEoibgUJTDeTvak0BBLUJLxJyjxsCVKnOydbWDdZnDGYFa135UapcW88eJR7D/9S1qgxOyzHM8/DyWB/4KSQ0egBNv7cOdgMvTOJ6IkzINRkncn1POuOrwfPwbfdT+6n+XV+A4f1ELvP1vn9f3QfX6F+E+eQV3RU44r38Bx75zDuT8+jxFj7hEPc3SffrRAvF7p0AmtubtQk9rfUFHC+gxjVgbXfzoqUngf8TGl6mCeiEVorbRH7/FklCicDUuIkmXXB+fKdE8h1hJ1nI+j4hCXpNi5K9bxS5D8vHrnDlyD+HJcMAnNwRLEy7TIcdwCNK+XIvmdrcgmhAHfomTpufhxD41Fz2MCml/Z3l+ItWgNL0T368MFNAzJvE/QWnPFEmBKcN7hqAHr/wwbTZXaBBBqkCcmaJBxc+ONmW5y2yUyDMdNbs5seMCkYScnuGULv5WZXMZ/tapacrbkuMkmd/jAFH/LpnE/YfJojDezFwMP0LkvZk9VKzNZk1uZH8W5maz+LsH49Zbeck2VDP2l6V6vMN2bTwnooyaL67ZgrKure73Jisk3JVuXmXuIcZXJOs83eciWmhLrXSyhFaZ8lHqm/j+fmNzfLuG+tabk3J3MrH7pahsbtMwovbmZLfo1M3d23BRqud0iDqBuFrGj97fsOSSLTSGem0yhhdDT19rkuYuZSmNnONxLqeldfWMKUTxo8hiebBEjcvhzovl7TovNr3XMRsP6dWavHC/Pz01NzCb4+ov/HJaa5pSPZ2as6Z3+zdxTCuaZQmdbmkL8rvjR5F3JMzfurDD5+eAnR1XkUfr0ofrJovl+jce42SY2Z0yh6YrPAw9Qt+tSZ2qtM+VXYQqJ+8zBFyxqt+QaRjfTXhG2bPHpjrDezE63iMPLx2v7iUXX+oLjmFwI7E8ifIC/BQ+wzPTCH3IYe5gp9BUi5FzI5vr93ZQbkuh6LTFtfNkUr7tMm8SihM82mDbeTFVI60yJzyda5U01blJuMrGHfG1yTYdEhIkK0DeWnigrbkpYbm3Ka0nG8qT7SMRCU/z6EEu/4BMXV2Iy9AemhRQqMK5YbxI0dc2ft2i6Kfbd3tJXiqXDeya3+taeY1ebuKgamxTMty2632yCZ5pJOWxiSu6+wYL3uKHESl4/WZvtjY0ryBJDlJsUjH9ZlB/Vx7RxhZVH8yy1q36VKfH1HhMJXUeLhPqBps3k3eA6yk2KS7jpLjJtqoNN4d8BpvVyqGleh1xCYRilo8lQOMa0mbYwzYnTTPN5tcNPcdLvc0xz+a8mpTFTjkN1KvNSjlu3Qq1LBjQwu6WF2eRPq/nN/zv4VnnFTevAJxfETHP6KstsaG1ISn6Om4pe9je/UE+5aR52Nr/wdjwY19AimTtnWWYFKMTbprXi25D1B1OOlW/D7SWm8Gx785vPcZN8wFL3uMuEL0zy97xsBwbIhcA2Elojt+sxiH9m/yzHlyKOhAeD35cht/GryLWdCUsQLf0xwe/zUIjnE9Jz6oRYi3h/Qh6IP1CY51NEr58OyxCfzhNE3BMLEI/Ji2TmjpmDwl7h9YZEQONiCsWla5WwITjHR6g9Qohy4CkU3miUZuxs5E5/m6pcPBMRL0Wi+/nEgMfjte9nM8KM+4JrTub7KUdcLhNTnHMF4qj5hqq8RYnjZ6X4/CvEnTGOiMvHBXEUer0AcV/4jJ2MwiYPo+v+K9H9FmQZezfi1XkCPeubCDhO8gspPOZ52PZEsHJ47zz44CJYvwbQGumLnt/laO6OQjw93YPvbo04cJLxImrd8l5wrtuBqWhuDgVuQ6HKtsF9vAxsG4wN+Y7OBB4Prj2GeHYuQKGBcYgjpQSYgaj8L0NcXYuCz19Ez7iew0/DpN/bI76SdxDXVMvgeuck3ecq1P6lJ1ofbwfPOFs7CRCf1G4oZDVrzvfwxB5qXVKzHpzyNmx5UMpxccRldjUw0+E8ifgCvRefFgQhzkHvI57hmFQ8MDPQGkvVviKG3lEqDi/Q3H0uxeddEP9SozTjlgNHTFnM/OISGtcp4OCerYih8PynZA6fvYfeTYg84B+IBylT644SxCv2R/B7LBg3jih8FyKJBogxaE2E+CsKa03NcD7QPLsRhZNA3EM/oFYemd4T6L1cE3xHU+AzxEn2S6ZBAV5AIbAYmr/3oXBWNixF8mM92geHOp4P/MJszthoqtQmgFCDnFFcXOEObWl+Gu8Ui0pcfdkvv7GoYadvEvXHFlWR3ec59u2Esc97jr181Awr6j/Ymr30g72a/fBKGG5m2wbnfcZz7BQTU3DM5LFIRLZk6NUm93gXk7WX7v2m+3yaKUG1m6UOLcUzjDWTB+zflroU3rVdxGSram1Wl5G4aivU5C8uNxt2k9mAhvI+/HsHs3nyx1Q3DLTO5bxpsMjceH+SsdY0b6rz84XJ03OnKTx5vClEWc9UgBBWcOWZ6P93NCUMn2vyBLcNjgmT4VuYQh83mpLCQ+/nY6bydTPNszvLy+yJ4Xfbhhsbmw1oYEsf6Gnj5/5U8a5HWdXnWGbiSNojuJ7DTCGFcEwmPpaZprBFDVO4eWLC3zLNr7hJdjQ10Vu48JiFWGAKBzU1fzbl10zevMvMz7u00sx6BMnP//Jkfv7E5Fl83GuU3tNhZtbL0nuK/li+1or6D7Ytr63sARpjus/kBrEua/7vJq9wYsn+Bsu+hmaZ5nZi4UPc3Cq6bjQV1iR60lzSQVaa1so9CZ+NNTdZ8XguBPbnECpArxQXVygxJ3qMLzdlu4exywc9xq6wqP8J5t7+wEzlsmHH8Txz79htpj5kRRaFH1x7A5mJ06ZZoAB1ePkH5xhv3KSkhaX7ncw9Phw3hTzCDaeVpXZXX/3OeNHav/pTxWflphyVJsHYWuZO4hc3VWDtY9E7SpU/lQ4TzOwWU18uTKEa155WZabchgdNeRQtTaW+Por5apP7+yWLwkvemD7c7N5uZgMaWPzmZmajHpFytBlisVXeCMpM4b4fTGHvx01VSX83ESQ2tMp5R71MYbsDLShpN63DHhYZTxNWzDF79pCKSq8pb51lf123wgpM8/4cU9hvF0uf4zXOpITVNYVo7jGFJAZY5s1zkomuoYYp/DjVFMLOFopaHNxzvimsutrcO8+H/bEuNinIrnlG31tUpr/CpExmWxtzl6+1TlcNtqL+g639olU2OfjcVbF+N7jW54LfXdfialNu3oGWWuaFClDXa6uGwMIcHt8WH6tN88qX5y08Zz2rTJzrghKT0nVJNc75hmm+zsl2YBKW51phbBx0Q6GNfqh6xxV5iBa/JnIV+nQcb4hCFVsH3+MT/uiAsvp7o3CYa8du0L2WIYr1IxBlvSt6EYVZupI91BIihmjvayFX53WeY/dIOO9tpKbeP2nnDrw6ejZDJi5g6epSmtYrJA+FUcLKnwFErTVcztsIVTOButi7VkSBwn+3oPttjtzodR3HjgWOJAoRnIGqmDJ1jg5Riip43kj47DL0rl2wKDh+PrCk896Un/cN//7gQvab/DF8eg1M/wKOehzqtUj7HR+gaqI8FALJQ+/+YNzfe7qWJf8rNEv6vQYK97VGYYZELESVZ1uiNbodWudhONdQpcsYovY39SZ9QJsPLoKSFcRr1iPv0Hvpuu0JvB2LsRJVDr1HFK7pjcKIF1M5zLQtCm3eharyHgN+Df42HoUBU62fHqhibCyqmOyBWsp8G5yzcYbn8iyac+cF37EChSMvTTMGNCeuQHLzRLTOytH6zjZXd0LP7ijUTmVXNLeOyzDmjTFziBvs3KkJtZvXYw8UPp6MWwXvUeh5norm8nTUmigb6qKq2z4oZHgSkdyGzHP8NBQaPxrd72TcWpbURe9hJ5SSsS2afy44Fc2zM1B4dAEK72dDIaqM2ws4AclZ17Ysx6LUjiuA11Cqh4us/I/k62w0VWoTQOgB2ru42I4z8+4IP99kzT1pbu0oEvGhRbwXvrTuV5isx2UmT4Mr1psS2/YzJZv6OILnmZLpDvpGHqB/vOzOvPGTybV6vYkUrDrVAbebwhCZ3N5HBMnQN3+oO3szGHuFyQrzOe87wTUfbEpS9qHBH2kKtxWZLOOvPMbOMYX6Qo/X38w9dBQ3eSN2tMjzcIe5W6tlpufdK2H8YWa2LB43+36gEnEHNDC7u4vZlM9Sfsc6U4gy0fuxs/k3uPzF9Px6md7BmSYPyzTP7zGTa/9/UsGVBbPM7LbSNfZLAr/Puif3sVVLUt/lhyYru5sp7N7ZVCWXSfY8Z5HnFRMvTKaiBzOFThI9n70tfcFCIpZZlA4QM3Pm2FlhkSeskcP1JV7nAcG4ZpY+VLNsdaltM2BIRfJzuUWVVbUtdZFGOjxvUZsTnxYgk0x7RRNTuCjE3NADdE3qJOj1Jn6lTiYZ5oOBJm9OV7MKj5cLFplCtvubqjl9cKGJFHN38wtR/mp6rueae1pGLgl6I+EHIgu7Lkr2HO0w7iLkFTmbSNtdT3YegyXBmJuQdh42DTSUFJoJH6GEvNeRVdYz4W/ZuB6uQAmZb6Bk062yHB9iDUoW7A4cH3zmasn/hhLEz0D3e43H2PeRJ+QOlOD5PJmb611+kNqrvjBqJtcuXs3JyMq7B3EmuZy3DDUdPB5Zox8jLp8mDmPXoWe8L/IYTURJontmGpQw9lbkoVuALPHjEG9TNrdsOXqnvRH/yv6owe1A4Cqye1JmIKu/I0p2742sq9vQO2gci8FOZ8M/voQWW8GaxfDK3+Dtf8CK2cwK7vNw9JweQA1666B1NQrYJss1rEKJy/9GScYnouTR8cj7MRsl7XfJ8j3JiCNLtj7y7p4dXOtosjfP/I/CjA4T3+Gax/uw1Y/PAzHY41Jqnfkp9ZqmvsvDUILob4g3ZTry6GSytE9BidrfowKA89A7LckwJo68Ivcjj0A5WsMLstzSEuS12BOt01NRY8xsmIk8FLWQ9+jYLNcXYj5RY9wlKOE4FR76fCorS8ro3qo+h/Vqwyr0/EDrLplfLB3iaE2XIVl9PW7J7aDk5Twk3x9JuO5YlsW5MDjfDMRp5ZqsHkfrpzQ498uO40BzrAXiNHsb93tchYpfJqJiEpc9NMQE5Gl6kv9QcrMrNpoqtQkg1CBvT9Ag55l4UTI1zTSTh6CWVU70mmfSfDNp23GTVb+bVdaQl5jK6jPFQeeYEgfvSvp8jSn2mmlsGE9O9tvEzexZS59HVGZK7uxpstSe+/p3K+o/2Pq9om+aZOnZa2eYEtzOsNT5B2WWvmz1DZNF4MPRYWZ2RpDo2Pr5722I59h5JubituZfwjnaVLrf1ZTc7oq4qbS1o8nKe8fcy9nXm6ylLU2W8wCLPFXZvIrrTDld+5ms2d1MiemrTO9kaNqTrrWyj66o8FiU3tzM7v70Wtt17TK7wsR9VGryTKSz5BcH33+nyavXNbiGWiZv0bkmr2qY75KKw6TUZLl/Z6ISeNzkefqHqVfUjqb3mNzINGbyan1kfhbqTFNOlm9uROov+8bsqX2jlhb3djOb/uXG+Ob/GNaZXwublaYS8wHmXipebJJTB5tfUcgYUyJ3TavqdZq6cKV1vvojK+o/2L6ZGrESxU3zZjvzy8GMm5peFwXjfGTM4IRxoVybt0IeoC2uSc+X/pOJJgPzy+tZZHqWYd6lqye43OStD9eMT5ThC4vaHl3nMW6ZRf0tXUvv/xMeoJhZckHe/79YuXIlDRs2ZGlxMU0aNGAsij+vQ5p3Om/DBmSJXoi8BSAr9xgU2/05wzkHoxjpz0TW7NfI4t0Sad3pcCTS6D8min/+gCytLZCXIxVmI8/CU8GxIaYhBtWaqAw/Fe5EHqfRKPfo+W9mcOOHkzioV2vqnbQ936J7TzZkNiDv2NbIW5XoxTAUZ34YWaP1k8Z+iTwYTyJvQDKWofLm44L7SsTxi1bz3YNfEYsbL5+1C3t0Tc7eUG7NMip7zxYQ5Wq8RhSjT4WQuTbEC8iz0A95q+pkGJsIQ2XlXyHP2GXICnbBzygvYQ0qST8fd8bp+1F+Uk1ksZ9JZhqFEKvR+xgKbDP3Jx777AZ6zQxs/FqNYO9/wU5nY/nKdkmcE1+geTQWeSQaIE/T9ui5b488jInzZGxwzD3IQlyArP75RJ7SfFSS3jrhp1Xwbz6at2XAoOAc25O+VDoRU1EeU2Ip/FPIct8KebsOR/kniXPBkOdtq+C+KuUyLJ4Cw26EyR/p94K6sPvF0OdCKKzHJJSDtTvuXtIQw1DOR7ry8XQoRp4kn9zHEBOQ3PHJIwQ9o1+ovP6SsRjdS82kz+cSURSkGvM+8jaH8+iM575n+OTFHLhVS645bccqlB+GZPL7KHcqlbd1HZr7iTKhBM3nz4KfdI6ceVTO0VyDchEHo2ewuLiEXe/4nIIaMabeFmWRGpoLLRPOd31wjXPIPIeXouhAHvIE3YPylUaguZUJS4k8iu8i+XBFcM2ZUIrWWV3koTw0uIYfs4wDzcGGaG2dgPaxaWT39havXEmjhg0pLi6mQQNX6ZcFG02V2gSQqEG+Y1HzylMdxv5sys2IW8QejKnyJxPKTBq9WVSlFOZ7ZIt9/m5RnHuDiW01tHCzlZMmejQ2mLxIYfVaWmvfquYZPRN4gNq+8qNhmYkfv7aquRfDLGoWmc67U2qp4+tzTCXJdU05Ianwk5ld/v5EK+o/2A66f4RtKJPvqdx0n3815eckV7fETfQA6bwC603UA6ebPCeJmGFurM+zTd6exHMMsvRkkpmwyswetup1iR9s8jT59tcK+y99YgHLczxuNnmI2SM7R96MB7YxGz+oSrXYSBNR3ZumCiOfWrJrTZVCd5jWyBDT+luU5Xt+NXkvDzF5hY70+OluquQqtMoepNCL1NTknbrI5Bl6w5TrNcZE9RDKg9Zmds7KBTbuw0ssHpS2242NzT74p9lK+VSWmJ7tY6aclAYmEsdnzY2xusyUQ1PbJLuGm7u1/45J/hxq/l7PvUyey7c8zmemKq6waiwbW3gyTjHlQf2a7UAz++K3hRXelW8Xr7ZapsqzVNcat/S5dteb5kMqL/lCS18pt9ZUvXdvir/9ZIoezF+xzor6D7YuV1f2AL1g8oQkv/8RVrn7QDLipgjG9Umff20ih82Eb0w5SjMSPptoilhkw0lWuefYIpNHJ1tPvD9M8z2kUdhgku1POZzz6lwZ/J9DqAAtLS62lyxSJnwa5C2ziPkSc1uYIaaaBHOYjOfTsmGkRZ3o25ufO/9Ni9oO9DQ/4XV6oAA1e+VH6+0xNm6V3apbmvsGXG4q5Q43lSaWmWJ/+ZpS63Xjp1bUf7C99N1Me8ik9ITndk1ejAfHnmMRb9Ip5lcC+5GphL17cP0+iZPlpvn0kkkBOMLcy/gTscEk1L6y6nPxZETZBrMfXzC7Z8tIEXpsN7Mxz5iV+HDs/t9EmUmxOdKkAD5m2kwuNG0Ou5sSksPmuZiU9G0XTLRHBl9mq25tXfFc3nv1BDtw0W92TPAdn5jebxjqWxd8dlHwnZioFK4zMWyXmZqtfpl0jeUm4+JEk9K2hcm4Cjft3yw95cUU06aTb0q4/dyiOZ6pKGRdcI66pqRpHy6gsFCgh0khcsVq0xqsZ5nl9Pqyctv/vuFW1H+w3Rrw/gwxtVg53/zWwVqTEt3F/BKmzfSualr6DX1BcWoFaL2JK2kHq/oOssmfESZZ827S59kKAeKmOb6rVZbNyy378/rZdJ+Jhvg6cyvwOcsUsg7PETelFGTDLzkF6M8h0QN0iWkxnmN+NOxhf64jTLkFPlhsylM4xsS94YOw4/juJk+QD4aZFkhnk5Xpg4tHSgFq9epP3i0jXrdIiXnXc+w7FlWzuHQoD3OVtrt5qL25bn3FxuTLU/GJRR66nuZXJfiZyboJz+3T2X2WSWkKxzYzvw3mCVMVRyfTxlbfdC8uCPMjBprZ/aaqlctNG39Gz03parPhd5nd1iZShG5razb4MrMFEzON/P8CcTMrXr/O5v78hi1++qDoGQxoYNOe2tfemPG1fW3yIF5uyr8KOYHCn/0taokTEmA+YKp2KjAp4iEHWDpZtczkHextmruHmTb93pY5h2mmqXVIoanFyWCTgpftzf1h8jzVCM6z2CSTsnn5VpuUyHyTl6/UJJuyIW7K+appWs/rrepG+3xQrbrdzUNtxdpoOx9nkrl9TV5UVx60EpNyUGRRJaKrIfS26d29luJvoQLU+eqqOUDFJiP3CPNvKfKwac1napGUCktNBrVv9ZeZcvqSWzW5YJnJU3ZPtgOTkOsF9icRPsChxcWWb7KwfBlnbze9vMXm30/mUBN76wbL7ipMxDKTNXK2SQD6ECH+YnLt32G6Xx8X9FAzaxQoQH1f/ckrjPGySQi8YBL+Pl6ngcHY+01JfS7nXV9Wbvvd+6W8VR9NsjNNCoUP8eOnpnfbyyRMfEpJp5nIz0KvQDb3cyI2mJKAW1uk/PiUka8whWLDTbWd+SlPyUmQmDYq57myZqnN+eZhm/rQdpWUgF+ePsgW/fyGGnw6YK1p83/dFJ6ZY/4bwX8NS6ebfXqd2Z0dK+63/KYmtuGNU5XgHE894+MWeYEbmoyw/S11WGmVSTHtaNF7aWOZw9A/mZSacB42suzh8nmmNRqyWDc2t/DYKFP4pZFJObkoxT2kwucWUR60MN2jC743UXPsblImw0Tm5WtKbdub5AF+8duZVcbNCc61vYmW413H8603Je23MXkE73YcZxaVzw+2yorQwgwKkJkUu9YmRe83c28uGzf1vutmUqRcWJlDfB1c6xBzY4EOkdys22c/fMc0R6ea+x6cU4D+JMIHuEVxsV2W9Lcllt0a+dE0UZIZHNZZdqvpHpM1l1y5FbfM1RZlJnfsLpbapZnJVbnAJDzPMv+GjaNMOVInBwpQIuNyNoSLP/SAuCpOcZP3odCiZqyuYcL1ZnZCkAPQ+ZqPbMbi1c4KTIkp16jApEiUmLtQLjUpxbVMrQVmmThHXJ53WBHWzbQRPGKyxF2Vn5nBddc3VVbtZ7L6XXOMJpgsv/amZ17ftJm5evrWmTazq0yu+1g8bvtN/9LeeuNUK7upSaQM3dnR7N3zzSa+q4afSYibNuEhJnd8oiLWxfwqb8wi1uFBplCg79xPiXjcbOEks5EPVGJvtgENzO7rIU/YyuxmzXqTsuyayzXLpJxcaXpX15jCY+MyjPnS9NzqW/Qcr7XMymSxRRw7mNZ+5nadwkKLOoljVXNR0mGRSZnBFN5yrTxaYvLMhor+MjO78QPlAB54//CKHMBkFJsUTUweIdcttMykWBSYFESXHK0Q/zbJhboWNT4OFaBOV6XP7PnR9Py7m9nNHudba1Ly9jTtFz643dRkeD/z496aZrq/f5r7uw9xjCmUerq57RGbtQJ0++2324477mj16tWz5s2b25FHHmm//ZaOID41wgfYubi4kgAaY7JIMm3xa03WWnKX3Ukm6yLTlXxrkTWQiLkm12wmt+W1Jjdj8qa2LvhbOnrCNabk4/0tde7NEFMPllT42bQRXm1mT6dQgFZYegvjGdO9vp7m72bpFbl/mKziERnGpsJiUy5DOzM76pnRIm58YYzT2EmmJNbOlrqreSZ8bSpXbWeVFSaXxfyl6f3UMwm50HpyscBGmzqs1zAlpr4fnHOEZVcY55gs2V6mEON+prDoCpPXp6r9HKHcNGfuMeUr1DYJv0NNnpszTV6wqWZSBobfJeUgQVmI39TEVj57qI3++kG7Y+Ek2zcet2YWeSvCMGBbUwjOJY9hmSl3argpOflhk6c1MZx4sGX2nCRjnZnFS1eb/faJ2YeXmN2/dWWlZ0BDs5f+avbrR8qJ+j+KEpOcGW/ZyVsXm/LGnjR5IA6z7Gtxrql/1T8senepkoCT8ZMppBfmJnZ2uD4zybs+lkDcuWiVdQnK3r+akj4YM9OiHMrQw+mCVaZQWDju7IxHR4iblIqawbgDgs8XrsyuAH1uEcFkC3P3xC40sxMSrtXVZI2b0gxCr6FPisVYi0g0t/IYt9okh8JrdZHWm7UC9Je//MWee+45mzhxoo0bN8769u1rHTp0sNWr3bM0wgf4cfAA46bFXtM04TJZihebEnlDxSluCtXUNlmt6bDUZOlckfBZ3OQWbWyaPOnwdnBtI5M+/yK43t3TjCs3xfK3sqq8O2Eidg9LbRFONYWBzguuc+BX062o/2C7+LWfbK1p89vCUjdcfNKk/KRLVpxoSmhMdq+vCa6praW3BOOmDS7ZGzDWpLzuafJ4TVmQmgfErLISGeYV1DZZeD5LaplJeOebNgqfZPZxJo9egclqco2fl5k8M3uYFJ+TzE1omGkOPG1SEmMmL9E9VlWpTjX/Z5uU2hNNFmKeab5fZ9ocE93XUxO+o9yUf/J+2QZ7cfpw+2DINTbt4R2TlIgGtuL+rW3Ou+fbsm8ft/iMr+31dSvsoeC8E0xe2VdM4dD+pj5Uh5o8Tu0s2mDCROTOpg0y5HupZ3pXWfsrlZebLZkmL9Xnt1jJi0dZyc3NK1/vLS3MXvqb2einzJb7psduHlhkCjG5MuWXm+TBv0zGpasqOckkU9sFPGBnPpc9tXqDSTbtZFoH32U+vALrTJV/LYJxruHlElP1bT3TXBxpkQLUMYMCVG7yBocePJ+8zQ+C68Qkw10xySLuoWx7YSJWmXrKhWvQpyjocYvyLV2UrhwPUAIWL15MixYtGDFiBHvt5dIxJeIBKi4upqBBA85HnC6gflW3pBlXhjhYBiDujRWIT+fN4O9PBL+nwreIYfddxPWxBPHHDAr+/gbpe9pciriCzg9+X4pYTJ8Lfn8H9Y1Jxnzgr4jfpmPw2SrUS+h+xF79KuIiSsZziOfiJcR38vTI37n1o1/Zuncbfj5hO+YC9yEOm0SUAQegXkV/Tfrb98G530e8RC8m/f079EzeJ2LJDrEasZo+Gvx/PJV5hM5Fz/V+Ig6RG96fyIvfzqJ7q/o8c/GeDMqL8TLizwnveQnqV3ZrmucQYg3iapoUjC9AzMJPI56Y5L5QqVASfE8TYEfEGXMzVOEoyYTRiJ33HPSMk59TJpyJeHlOQszRrn2C1iBuj47o3R6IWK8bOYx9FPFmtUas0L2Cnx2XzWCLqZ9RMHUozBwJZVU5gOc26sD3rXoxrtU2TG+5NSUN2kDdFhTUa0HT/EJaIubalkk/E1EvJIhY0ivxvJjRqGQFLVYvpsWaRWyxdBq9FkxgmwUT2WbhROqvX13lWmY27MBHWx7E0K5/oVbHPbipZh26EfHArA3ub2v0frsjWbFF8rlTYCCSAwcGP71w63dkiCNsW/Q+uzuMCfEtWiuXoX5VPrgK6Izmk08TyQWIW+YOMs9bC34Sn8FAIv6qZO6dr6Ys5rRnv6dGXowhl+5F1+YRW1AJWq/XI56o5PN8jeTcAKryvw1H671f0udrEJfZOCRbk68nHnzfuVTup7UA8X79AbyyqpSdbhtGLAYz7uhbccxUJP+uSBj3B3AB8DuSe+m4hx5D6zLk9lqM5MTniJcoFYdSeNxAxLofQ3P5YuAZJG92TjMOxGtUD9gHPc+7g++5hcw909YiPqXL0XsdipjAe6B9IBO+WrmSvTcyD9AmqwBNmzaNrl27MmHCBHr2zESxFSFRAarfoAGDiRrxTcR9Y1iHFvMtqCncAtw2BYJjL0DKS0tEWphM/pWIxCaRExAx3Y9IwP5GevLG5OaSn6HmnnOQwJzoODZUgNb3bsP8E7ajY3DewizjQjyJWohsQGR4U4jIvhIRp6rwDxvmrQx+/wIt9EQkkxQCLFuznt3v+ZJ1JWUsO3obVu3SgXOCa0lEGakF+R9ogX8YnLMm2jjCViLl6F7TbQLLEVnkSCRoY6ilSQMkmF3ID9eippa/oGd9bPBZOmGWCSHBX3X63iwk9fvKhhXonWcimGT9WilBc3+EBRP0Uzwn8xfXagh1W0C9llCvOdSsV9FfYD2VW8vE4uUUrF1KweqF1Fy9mII1i8grX5/2q8tqFDKv5VbMaNmTSa168VinvZjavBuFsRilRK00CqFCCWuG3ul6ZHjMCI7JR8R/vYmUv22CMaDn+nLwnIYhI6EpamsSKkSJykIZen95aP49E4wfiZTqkxGpXPJmn4wpSG69joy5y5ARlanlTIgn0QbfEBk0f8Wtge0fiDj0G2RwXOh4PpCx1A+RUD5OJGfLyuMc+u+RTFm4mjN378QNh1du9LMcrZnfkPG5k+P5QM19j0fP5laq3mMxWsPJMnA9aokzCZG7dkj6+w9Ag1WlHHTbMABm3hkpQN+hd38jlVt1GGpPsSWaQ8kwpJCOCL6jRcLnzyOS1uNTjAMpVjsixfZfCZ+/HNzD7WnGEVznk4igNTznp4iEcViGccVIcT8FPVuQjDsiuP5M8uKJlSs5P6cAgZlx5JFHsnz5ckaOTN99prS0lNLSqAPQypUrad++PcXFxeQ1aMB2wCFImLl0+g0xHVn+1yCh94DH2JFool+GhOStmQ+vhLeQFX8IYk5OtlAy4VnkSdoCXffJjuNCBWht7zZsOGE7Hg2uwRVvIq9PGfAgUoZc8TW6z7VIaXzEY+ztX8/gqcGTiBfm0+CiPRjTrK4zg+0UZNnMRxvOYPTMXTAHsaJODH7viSxKl07JcTQP30QbqaE+Sx/ixvg7Ozh2HhGDcjl67i594AwJ8dKkn/pEQu4/jrXLYOEvkUK0+FdYvUg/8Q0b5xyFDaU8NWwPrbaJfpp2hRpSaxegTbQ72gANeSAXpvlZhObNxITT1EYbTFnw+Soka0Jl6GFk+Q5A8+0rIqbhqWjTC5WhPshT/G8qb4SzkDf3ZbTZH4jW9tHIUPuW1N3W/0Dr6Unk5fsn2kjrozmczlOzGsm7e4Jrv5PIKElljIQw5O2+hKgHlIv3FPQsTkIei5eBPYC7h/zGY8On06hOASOu2JeGdapyaZcB/ZE38knUwd4V3yCl66hgrCtTdylSOH5GSlDHpL8vWV3KjrdWVYBA7/2w4HrP9rjW9Ug+rUUGW6Kc25Dl2j9F9zkYeZhDLCY7O/4BRF0FQuNqOuo7mcnIGxGMHQHsFny2KDhnJidEjgk6QL9+/ayoqMjmzMnUDctswIABoVe10k9xcbGdaaomWGd+VSLrTPkFx1pmNtFUmG2Kz4Y9U3wimaNMFQVPmZIVfRiBB1mUmzPG/EqL/z5COUBHv/aTvWJ+jL7/Ds77rJldZn7P6mlTfsd1pkRfnxLLj82sWVm5dX/sGyvqP9j2eWCErS11u+vJptyqpsH5H/Q4b6kpATTkAupiflUjc01JlmE8/VDze8+LTRVl4fjtzY/IbZIpzyexCutkS9+/LRkh0/k1JtqFhy1icvZZYymPjcfN1iw1W/ir2e8jxD496lGzEXen//nqXrMfnlOi8pwxyttxLMmvDm405bg9ZFqvie8ubqpIe99UaXiIVX7OvU2J9OG9zzStgeNNSdw1TPlXNUy5L8nrIW7Kh7vcVLZdx6LcjH9a+mTyVaZ12slUgHClKX/wFsv8zhYF31vTlGA+1pTDky33Z5mp91uYP7fKVDCRbX6UmqoN883sjF8WWFH/wVbUf7B9MC47KchLJtl5sakgxDVrdJIpf/OQhDEu87jUVBrewaryMC1eVVJx7anwlmXOo0yH5aa8zmPNT0abic+nsfn3vZtrkhc+lB8hrjTl6/nkT27WSdAhLrzwQmvXrp39/vvvWY8tKSmx4uLiip85c+YYYC8UF1uhVU24XWIS2plwnikJOPkVbLDM5bprTBvS4ZZ6gma6m6kmIXh1mr9nYlgeYhJSLmSCyXjUzBoHCtAlr491Hhc3bYK1LeIgcV2UG0yCtbZFlWSpEq5TYb1pYRWYkg/nrlhnvW4ZakX9B9ulb4y1eBpuFjMphfeYBOVxpoqKB829nP0DU/JgOzN7NfiOGY7XPcciQrrd/h97Zx1mV3W9/89M3D0QIUZICO7FijuU0uJQCqVKqWAtbm2BAhWK1IDi2uLB3V0TnLgSn0kyGb3v749375xz75wrE9rvr5L1POeZmTt3n7PP3muv9a6111pb0p5y0HEllbNjFdVjQt9Hyov6cFUOnqbLWVyx4F7MyCqVyVdIS+U6SgcoX7Efosqqw6bpRDlL7asyL1ymth9m+k9Jff8X0uVyIPupcsDrfTKIyAIqLfKYpMd1LRUv1dAsB49voXwwXKo2TLOcdJHOsPqWytdomSyDvnaynNlElQVAvyAnaQyVleiFFbSRpNsXLNOwcx/R8FPHa737J5atcRTpDXnMdpblaKWlFWbJvLilvM6ur7BdowxGhsryO5aWWFAGAElOOugY+viOKuflyfJYnibPZ6W15nKhrxvKQK8txuajsryNVecr7Wu9nH0bjziqpN3/NADK5XI6/vjjNXjwYH3ySVvKPCUUB7BXTY0uL/jfY7LlVKp67y2ykimswfGenJVSbHHkZGE3Tq2B03xZ0PyhSNsFsmI9TK1BRIuk61S8QNeLsiVYLC11mlyoMIuukBfhT5/9rCgAmqjWjBvPdqmkmFph20VyGvVQVZC1U0BT5NoXwwqe++Jn8zXyNAucW17J9oe8L6ekryErgbbQ+0pSws9VYilWAj6myYC6o+zlikcSvKnygHG5DGo3k63ig0L7mTL4KydQpsiA70uyENhITsf/tVw6obRv1Xz8kKzAv6Sk+nQ8jXoDVXYMyBK5/MC1svdibzkbMCrh9jI/tfVIkHeUCNi/yODi3zdZvTTl5Iy7F+V1MVEej+kqzicL5ey3r8trautwPVPmOScrqcCOXCZhcZn+LZb5N+3NqgQELZX5LrYrVzl9RWOz9rrsOR8l8ccXRVOLeqtyz8XnSsojDFblhtUSOVu3k2yILqywXZMstwfJemOS8gFQKYPsN7Ls3lA2riqll8OzDpdBc6W0NDzrELk0S1sMiDPkNfsrFS/LkkUT5DG9RZWVTvifBkDHHXecevXqpWeeeUZz5sxZedXVVV7rNw7g7jU1Kyd4hRLrqreKVw7+QE6zTXtSGmVXcQd5YRRzrl8qu5fThflaZKHfN1xZbtkV8oL9slpbhs/LoKuLsgspvhOeeWbG/+bKlnVnZZ/Lc5nMmOMl/SUAoBMDAMrJlskOag3aYjr7UBkYZNEKJdWh08L7Qxnoba3SlktD6FfaSvmH/K4HKFs4/fFpv8M6Zzykd2csXulJaJTdtx3l0v6Vpu4qPOfHsoI+TG3bapoi103pIFukT7eh7Yfy3PWShc75qrwy+GcywImegU3l90/z5WxlK9XFsjfv5NC+OvThK7Lwel0W+DNkvigEG4tkq/+v8tbH7kqATkdZ+B4a3iceNvx9tfaiNcgg723ZaLlF5tczZYX/NXkLc4ySFNsIpI5S5WM1TfbkVaok/5uoXuaJR+RU5etVWiHWy96Rq2RjbkNZNpWrYjxJnu9t5bkqdXZeLpfTyXe+o+GnjtdGv3hMOy1ZoWolfFyJFpim/FpAR1TQRjLY3y/V7nsVtmuWjYoIKA+TtHBZQ0UA6FEZpCGvt0oByTQllcZ7qPJjnlbIhkJ8xycrbCdZrgxV248eqpe3JatC+3JG3/80AMqK5QF03XXXVXyPOICfhQFslicsCspixbGaZIv2m0oYsU757v4zirR9Tha+6XOZFsiKL7Y9p0jbY2VBnlbMs2SUHtuektFujhxrdLzyF85iWVHEkvdZAuAaGfzEKrB/fsbg4ae3v607ldRX2UT5Sq5ZBmrrKXvLY5rseu6vpAR6pNfluJlvKhtE5sJ3fhzap6ujniUr0MtVXEjkcjkddsPrPin6oic1cVmDFsrekyEqfdpy+v3ekAX9/TJo3UytazSVopzs8WkvF0Z7rg1tP1JSx2d3udZKpR6NG5TM2xYyCKqk2mudvD42Dc/tK/P87+Uia6W2pF6V19Mucl0pZMC9icx3v5K3BT7OeI+L5XiSY2VhvrUcTxVjq+LVR14f24V+HSlvHx4kbwn2kNfBAXJM0lUlrhPliuknyDx1oWyBt5Ot/98qewspJ8fYTZAFelsijD6TeWpVjvt4RW07py5Srdp2xEua2nJswXIlhkxO5b00i2V+OE35Rsw8eUxve3XaygKCsb7X53KxzB1kg6KQsuLvmuT1u4/M03dkfKdBrYHDEiVnX6HiRVMLDbDPlcRKIemJFABqacmXWItTvy+Qz1mLIC/74AxTrfIPsz051e63JdpJiSHZosTwRTZGSlGTEqP8MSW1h9ZQebkUweo05W/TlitE+z8NgP4ZlDWAd8rM2Vuly8s/rtYC508yw7RT8S2DFcpm3nh2UxcVL4b3plorqhbZAkEGMlltc/LCLkTU85VYBx2VHaMyQ/noPwKgb9/xdl6MSNb21l3K9sB8pPyDPrM8R39TNoCZIgONtEs+rTCeVHG36zwZdI2TVFXXqCGXPKXhp47X0X97Vc0tOf1exS2kFrng2WVyLEpvGQjUyMruWpW3WOpD366Whdn5MlB7sUy7QsrJyucHatsZP5Fukr2QU1bhucfIfX5XbQuufFT2uFwkK5zPVLmi/4EMYo6TjYMr5HikJ+Xt5jnKjo96T45h2Ube0lw/9Xe5a4i8lqPiKLy6y3x0VEGf7lNiqbeT1+Ta8hq9VZYpxUDR70ObnrJCvlgGjuUUSIscQNo1jNPtqjxu425Z8e8qr9e2bAvuKG8x/0nlK3Sn6S35PX+oys+2ivQtSWNnLNHoMx/S8FPH66qnszdDZyp/2/lzec7OVvF3nCIDhML5uUBOJsgCiivkg4cPzLhvvVyU9Xy1lmVTw7vsWAQA/SO0LQSK78gA70sZ91T4bEc59jH9/zdkY2N4Rj8jvSkDlvQpBu/L8raDSlel/758hEV85mxZNqPSR6h8LhtEcedhhTwuSK2Opyqki1YDoC9GhQAobmv9WaURdhY9KTPJXXIQY1voztD2DtniaQtdF9qeqbaf4HtDaLuXvGAqoT8FAHTQHW+rs3y22LHlGhXQq/I+eAfZS9QWRTpXtvCRA/wq3cJQeE66SukvZ9VoTBCkf3iiNJRolN2zse3aKn1mWyH9WflVivdT5UpjquzZ+7osxHrKQrDS2IMFslB7Sebrm+Stp1XxGPwvUp0MUneQvY6XyYryNNlLVMorlQZQnWSwUS0nTuwf7nGjrKCWy57AH8nrcVvZO9hd9mRdKM9hGuy9LfN1kyyDjpOVWGfZ03WLWscZFirOj2RPV28ZvJ2rys6PWx7GYpC8ZXGlKvd4pQ9OvUyVBfhL0szlDRr36yc1/NTx2vr617W0JQsGZNPToa87qPLz8STP/xGhr48W+U6Tst/9GZknjlM24H8lBYCaU+/SKHv211Jrozcng9xi502+KvNMYSB5o+y1KhYonpMB/Sjlg50GWb+U8h59KL/nZanPmmXw940S7STz3nAl28s5GVSXq0D98WoA9MUoDYBqZJR/jLIHvdQC/UR2v/9yFfrwrCwYrw1/t8UCi8Appo1Wur8reWurg2yVzlblqc0RAA244x39Ud62qfT4BoXndZbdsperbcGsT8vWws7yonq45LfzaYpskfSV3azHh8///saMlaXon/04+00a5aMXeoRrDbXtgMAZsks+7v0foMq3DiQDoHjgY9yqbIvFfa/yA1lHqW3BiX+V4xXS17mqXNktkYVbW9Nx/1OpXlawb8qepA4yz/1Q9v49KAOTM+UYpbGyR6QqfBcZiFwmr63H5W24L8sguqsMlH4pK8mYkRSpWZYrPw736SiDtBvldX6esuc/el63CP35upw9FlP2S3m1rwjvOlj26MZtjVLB/y2yETZI9giXW88tLTkd8zef7bflxU9pnbpGjVbbto7nyYH1/dQ2Izcng4cOqjwbNNK7stw6UK3XzOLl2QBIsi44XB7Xtnp6n5T1yh8z/ldK9jTI8vVLah1HVQ40PiCPzxMFn7+m0mu/QTYgCjOiX1LpWMrVW2BfkOIALqmp0deVHTwXDxktdk7MYlmAHa7sRfGoimcwTZStivOK/H+Riu/Pj5cF29+K/F8qHgj4J5lR/17k/8UoJ+nAp6MHqNQGYWtqkeOiOspeq/hZJdQsC/v28nZDsyp3nedkBd5dXmBz5DidNKA97a73NPzU8drk/Ec1eX6+X+RZGXwMksHbtar8UMF5shu3kxw3co4sBCu1dl+X997jIafIirBS4TtBBpoxTiGCr8UVtm+WA5WPV75H42eqLMg00mQZOFbLAHR06Edb6ow8L1vTs/Tvn9IeaYEsNyoBivUy0GmvZCt8PdnDlE4CqJMDg8+VeSoCJmRPbOE2RYs8hyfIXpoOsue0vewhKLYN+Xq4X2c5ruqHMh+V2q6tlxXuWrLC/53sAbipRBvJ23VnyOtkX1nm3arWa/w3j36k4aeO15gzH9LEWUtUJ58Z1l72mi2VvfjltlZb5EzZDrJntUH2hlbCV/fLsuTbSoyQStpNlj0aOynfUE0DoKyT65vkWLbBKn3AdhbdK7/jLW1st1jmva+r7UbLBfIab2sNoWmhXbEM5ixaDYC+IMUB/EVNjfqode2dZ+TFv6WymbxJTnneUq0VwhTZultH2QtypiwovpNx7wY5HmBtZSurJ2XBVJi6H+l92UrPUtR/kEHIvUXa5uQ922cLPm+WYzEGBgB08p3ZAKhFrZm/Vo6bGai2x7t8Lgf5DpQVRFtopry910ulM1dWNDZrv8uf1/BTx2urCx7XpHlLNVv2MrWXQURcYhXVp5AVVHfZmn4stJur8uCnRRayO8jA5zAlGVWV1G6Ktas2VxIgfausKH5bQf9rZGD8TTnAPBa2W1sWipUcGLlU5tFfybEsfZQo6cLyAOWoRfaA/SZ1j65yuvSZqry2UU4GDpVuG/7/oI/kwM+5qozP3pHrPK0jx2nsICvLYsqnRT50Ob1Ft12J70s2wn4v8wKyQr26TL8aZKNjROo55eqpSZa/B4ZnjJB5OK67yx7/ZCVQuOP1/LSKV+X4rhHy1vLJFTxL8lgPl70dv6uwj5IN11FyRu5nbWg3T9YVG8te98clLVneWBIASZa935RB5QdqG7i4SR7P++X5rzQ2bIoMeGMcTqXxejk5zGCDNjwr0kNyXytNJFkNgL4gxQFsX1OT535dJCP8uHiLFYD7qeyeTGcX1MlWT+fQ9rqMdkvk9Mt9lL/lFYOVR4W2F2W0fUmOU8oqFPaRvD1SJW/lFdKlspWV5fptlBfLhrKiS7tJV8hgbrCks5/+NBMALZCV1LrK93hNCffcWKXdmYvkOJm0kn9G9rzspPIVlFtkhdAij+ONsndtD5WvYSO5Iuvuv3vGBdV+9bh6fb5UO6r4afRZVCePQT95HP6hyr0VdfL7j5WB04my4q+EmmSP4EEyYFlHtsTSaqJUhdXJMjDeTRZAA+VAxLuVCLHrlb3tlgvtb5Y9RZvKnp5u8pbjmTK/HR2uYnOxUObt6+VA9QNlvonrqJeS7MzN5bGtRCivkIHwu+GeyEbNN2VvxTuqbI7+W7bvnpYBzJUyIL5Q5tlSyuptOTB8LSUep+NVGsznZDmYBlu/UGVj/dNUm+1zOf36sY9XgoRiQc/1SoJnUeWFXhfJsg157VRabyxm7naXQX2lW1RL5XiuETJPv5wCQI1FAJBkXv+WDEp2VPFYpCy6Ql5H56jyApOSDa+usqH9kza0WyYbKAfKW5yL29D2DFnPTFV5g3c1APqCFAfwjIIB/FBJFdzhyo7L+avM+IV76U8qATDD1VpINMiKYUu1toJvU2Itr5nx/7flRZNVAfoaJe7zbmodHHyBvAiyFs71snCLwiO9p75Yjj0YKzPlVQEAnRIA0GtKqg4jW/eRnpMtx68rW8A2ylkzUXGPk9+5RfYetJezNoopukZ5kfxQBqJ/k63nr8qC6S8qL3A/l8f9dEl3Lq3XyN8/q+Gnjtf6v3xcH8+trDB7nWxBDpGzYq5T5bFc8+Qx6x/aX6LKBcZE2YW/przF9B15u6PcOzfLnrjTZMsZGWycIVvFpZT9itD2UnleY0r7SNn7cKXseSx8/zmh7UQ5UeAimW+2lQFj9C6Mk+fv5zJPPy/P0RwZCN8o89wjsmv/clmwHy97y3aXQdgwJeUd0kHI8fchMjirNAZtmuwpOEdWDP8tgKit1CLz7Lsqb5Qsk8fqeplP95a9SaX4s042xL4vaVwup96PfLQSIPz5meKRd7Uy//dVwkvPVPA+y5VfvmSUKoulbJK9I2lPWiWAPBq5kRe3r6sMAEk2JkeGdhtX+DyF7x0e2vVT2zwzaY/he21oNzk8q5OK71RkUZMM8PrLQLEUrQZAX5DiAC4uGMD75AV0kKzYCqlZFtxZMTR3hbYbyLE2hfSSrHSyUgofkIFAL2Vnkn1PDmzMEiAvyEoQGTyk6XMZjBUrZjVBRvoxjiBNf5ID1GLtoSufygdAz8tAEFnxRMDXIlvq56i4srhdiZLqrMTb8rJs6TxWpJ1kr0IUdiixUI6VFeWUEm3fkz0sGyoBjE/IHqMfLmvQHqG67Oa/fEwfzckHQdHjcbvsav+yHFvRX17olQYnN8vu85HhulFtC4x+TUn68s1q2xlh35X5bE/ZOqzU01Qnz3VHmf9Plvm9nCKUDGZiIPYQ2Qj4gawQH5THohho3FH5sS7VsnAdG/rxFRlMnSIDq7+Gfl0dnrWWzP99ZD5fQ7bAS109w3t2lvkjxjDFPvSV5cNryh/7epnvY6D4mXLQ7CKVp5tlUPkbWU60JdD9m7LH5S21LUbqLdkz94xWLd7jr2pbrSPJAP97Kr2Vk8vl9OuHP1wJDs54zt++TV4rxd6xSZZJP5fXZoRMzXKWbFbWaE6WOcfLfHVwwf1fl9+z8JmLZP2wtorX2PmtWtdB+0wGeB3lchzxHRuakhmYrda1zCYqH6zdkPE8yWP0YervyUoqsiMHc2dRzOqLvahTApxQ9q5CpBdlHRTpKiXrfZyKz1dz+G6Ufe8q2TqtVunA63dWA6AvRlkIMrr9rpL3n4sNbRb6jpH3f5UFSzEBliXoHw5tr5AtoCxl2KRsIfV46PPZMhDIClAtplxfk4MiD5Ut3MLqxznlv0cEQD/7+zuaKlsiG8jgodBCKBUou1zeZoyeo78W/L9cjMg94ZnIyjQCr6UqL8jnK7Gk0kUpF4efi5Y1aJ8/GARt+ovH9OGchAs+V5KGj7zdNEmVWVUxEHx9JSnxG6jyM3omy3v5f5GV65HyGLalFIDkbajKfFutqRRfl6LZoW1b4wIkC9eX5G2GhapcUS+Qt/HidUfB36WuC2QldYQMsGJMVjvZu1joXeosg60N5C22dWQvVI/Ud7rL9Yi+J4OcB+SA38i7r8pehXVk/ugobz2dLG/5FQOaOdkjt4OsNIbK4PJBlQcnE2Sw1kleE+ep9DmEabpM3q4YKIOvShMTpsoKuYPsvS18r1wupwsf/GAlMLjm+aRHf5PB6ZdVmUcigtNFsnewjww0iynkBnmNpbe07pXn7khl82+LLEMOLmjXKPPOGsqukzZL0k9WZAOgF+X3PF6tdc3LslGwlrJl7LHhmek0+ZzMb6NlYy3rPT4N//uR8sfnHiXZjMV48Hx5bD9Iffa4kp2FYt64RbLX7djUM99RUicuKwwk0l9WA6AvRoUAaKryA78KqVnFlc0byq69kKZii+5xWYBmeZvK0f2y8Lo4/N2WNPrxMnA6RV7ElSjiCICO+vs76i/vny9VZec8RfpAVhTrykLsVFVutS6Wrd1OshLZTJUfWZGTraNBsvenp4qf17Z4ecPKwOhNzn9U78+q0SJ5rGKBvNFqWz2Rmco/3X0XFQfYWTRZ+QHFG6vyYoY5OYNsU3nch8vbVxerMld6oxwA/ZYcZP+pbNl+rv+crKwvQjNlIZ5eX03ydtCHsvV7n5wleInM099RctZUvHrJHtXtlVTLbS+Dpq/IYOdLMnA6SgYk6a3GETIou0Lefm8KffuFrOwXygr+UJm/u8pbitcof30vV77yXCzHoH1Jttx3lj0M5QyRBtkjs5Esw36gyitLPysbE13k8Voog59fPvD+SlBw/YtTWrWbK8uA9nJ2WyVbVlJSX6abLLdKFfYrpI9kmTFWpYFXYchDs7zV3EnZHpuaFACqb8pfie/I836QWgPZnLwNnBXS0CLzXn+1LuZbL6/5Pxfp/9uyYVkYZlEjA6Mzi7TLyTFKw5SvI5fIHsZSlaQnyvye9qAtk99hXRWXL6u3wL4gpQdwsRz8+zVlW5hPyMIhK5D3I5nZTlT2ZNXIgiyrtPfTsgC4OON/kT5Rdt2O22VUflWJtvH5hfTX0LawCnM5igCo/9/f1blqu9v8Blkof1OJFVKpAn1UtkQ2V3K2WKVC7GM5yLe7vNCalJzIXIyWLG/U/lcYBI05/1H1nblEm8hbc8eqsuBqyWDhO/J4bydv0R2iyj0pH8ievV5KPA+HqvJMquVyzah9lSjiYWqd6VeKcsp3hyMDwFLblIXtfyu736+TMz7elIXlf3M8zWUyqPm7svllsez5uUkGqIcov5hiZ9kLMDlctygJNm8nr6WdlJyfdJOS8WyUvdInKNmm2UouKfGirMzT2xaRPpABySB5vXxL5pWcbDBkAY6cbMjtKRsH+8sxgHFtFzOucrIhtrGkXi057Xv/xJWA4MaXS2/OPi8DrzVV2qtTSJNkb1l/ta0USJ28fdxZBpRtAf43ySDoZ8o3OGpLACDJBs4Y2eNTKdCTzAM/lLdqs3RHKe/8y7KcuSDjf6XAbaPs2dtYrXXOQyot7x6U5WNhgs4dKp7+vxoAfUGKAzi/pka7yMKhMJbiQyUH3/044x4zZGVylFoL8uWyNdhP2QFdz8kCrDBmJ9J7snt6uForu2tlhinmwWiRmWlP5btfc/JWWWeVPum8WXbrjk991iBptyedjnrw398t0dqUrpS8TN5D7qLszLhStFS2LDvIrtZK6+hIXuhny9sJB6ly0CJ5DP5c16hhV77gc8POelj3vG2fTyXxOu/K81ctC4YYXF4u0Dje/3ZZ8MV09rtkwPFrlRe+K2TX9WGyMBsgj+HY8NniCvo/WwasR8qe0RgD00FW1pXWApojeyrT8Qtx+298Be8S6WZ5++h3skCdrP8+8BTjNb4vezjvlcF+1lZW9Lweofxx3UKtiwPmZGBzsex9inNZJWddZYHpJlkGHCor71Ey/6wtewqK0QQZNHWQkz1ul+NASkmMxXWN2uv611eCgW+/Mk3zVT5rqUk24nrKoGaCzBNvlWnXIsefdZaBfSyPUEks3c3ymvqG2ral+4oM1vZVAhDSAGhFY7Yvdp6smzZS27a7c/Lc9lZ+ocxKKJZaaauBvFQ2UHdT22IaJRtIPVS8wnUhrQZAX5DiAB5RU6MRan20wd+VROt3UWsrZoHsNdpPrZXyrbIFFYO5Ct2mL8rW1bkZ/XpVtqCiQLuz4P+xlk/h55IF2R9lQVUI2hpld2RfZVt+UuJOHyZb+HGBz5P33YcHAHTqP7LF2WxZQW2hxLp6Xx6ncSrP3DGz68/yAn5OFrzrq/LqxU3y4nsotB2ltlWNzoXvbyRvOV24olGHX/3KSkF1zr0T8vbrC+lFWchVy3EBlfZbssV3urw90k/ecktnKpXarmqQAcVRskLoI8cIPaZk6+ZJFQccy2W3+klKKk+PkEHHP2QFuoPy9/kLab48dr+Ut16GhPv0V3I20DAZWJV6l5y83l4I3z1X3gpKK/pu8lhV6gkbL3tiH9eqx0D9u1FO3g67SI4N+7s8x2+r+Pi2KCkJEK9Rsje6GC2Sxy5+v5McZF4KvM6WY97itm0Pmb8KaeKsJdohnMs3+oyH9KM3ZmiIEvl5folnRJoj8317mV8HqrIMv4/kLck15RiZvVRZUPeHSrbxJ8hzUAkYnyFv268ne6Ker28qC4Ak8/jesjH8kcy/lQCMnOx16qGkBlul2WOx2O61FX4/0lw5nuwotc1LlpM96yNVWTzZagD0BSkOYK+amkyh/rESy/fnBf9bpmQvP8sSnqpk4X+n4H+vyAx5hrIZ5HklWx27FXwnprOPz2gnOUgwBhYPUwJgauWaOCOUnyGQpquU1Fppp6To3dvhXjtJuuiJbAB0l5yRFCP/fxI+v072ch2j4opqiRybc7i8zdNPVrInywLtVJV2n7bIAPP3Mhg9VFaWHeUstEo9FXNl8La9PIanKvGUNLfkVlaiHX7qeB1w1QuatTi5c07eotsx9Plbqrxya7PyT6TeTrYyKxHETeG5x8r81lPeXnxQ5QVktJQvlueuY2h/gMwLnyqf91YU/L1YVra/lr1rMXujV7jfaTJwmhraTZDHN75XY3jGI+F5J8mgaUMl/N9JVjL7ymC+o6ysLlTrzKo62UKeIAPn+2T++53ssTpG+ZlkG4fPK7HiZ8jb4G3xPv67UpMMGAqvcgUYr5G3gA6Uwewm8voqNSZzlH+MSzvl1+i58/XpK8/j2/aiJ/XujMWSHGowINXu7DJ9i/SMksDzUaosrrFZ5uGYmHBMhc9aLsv2LrIxe2kFbWK7Q2RDdNMKAZCUGLDRMKq0anKM/+smr7WfVdhOyj9u6W+qHNB8HPp5uizLC9dqMWqQDe0dwu+lAvL/FQCoPf+DdAswruCzycAuwB7A+sB3Uv/LAQcBdcCzQJeCtjOB3YGtgI7AL1L/mwDsCfwA+BVQVdB2MXAaMBxYBlyR+s75wKXAg6FvhdQEvBSe2QT8Bege7rkLUA28DKyZ0RagJ9AeaAHOAr4UnnUI8C3g98Cfw3erCjo+AngRUHjvS0KbO4E/AkcXeSbAa8D3gKXh+X8DDgzv8CywbYm2zwKHA3PC3+uE37cBJoa/i9EU4O7w/JeBGXisjwZuBdZKfbdddRUn7zGWTYf15oTb3+Ht6UvY74oXOPvwTZk8uj+XheceAEwChpV4bpouAa4ElgBHAW8DG1fQbgZwIfAPYAWwP3Ad5q3OZdo+hHn+cWAhnuc9MJ9uhecgi6qAy4DXgTeATzF/bQ5sgedsC2BtWvP1++G5k4D9ws/peC31BUaFduuHd1k7XIOB8eG7U4EdgYF4vh4CFmH+XgzUp57XFfNzR6Bb6Gdcp1XAJsBOeN0/nPGuU/H66x7adwJ+EsZmL+ArwN5Av4J2Ap4GRmL+aQifd8t4RiHNxDJlNF6rbaH3Q7tOFXy3PYkMWI55b0gF7b4drkgzgUFAuxJt1gTeBWZjmRqvB5taeOGB97nttRkA7DR2AJcdugm9u3YEPG4XAG+F6xIsD34G9AA6FHneUmBDvKYn47l6FuiFeaRPRpt2mA/aA43A9XgNnhD+3xSurgXtuuLxeBiYBZwOfBmvp0iRhwrbXY1l8lsUlxV1Bc/sgNf40cBvwv8OI19OgeVBZ5I1WAX8MrTfG/PWscC6Gc+sJ19+HIx55Ci8ltYM9yikFsz7UXaMAR4AdgXuA44Azizynk0k89kRuAvLoQPCfR8t0u5fQf+TAOjLBX9Px8y5HVbG1eQLpGrgG+E7vQvaTgufrwf8HTNU+jsj8ML+Ia2VxCy8YHsAz4d7pZl0O6yotsl4h8UYlE3GIOiZcC/w4j8COI7WixHMgCfjRfkXDFois44GLicRfMpofzvw/fC8F0L7TsCWWGCtl9Em0jQs3OJYXIGVy0fAGZRWHALmYqEFsEF4jy4YtBWObyH1w/P7Qfh7C+AaSgOQXdZdgwd/8mW+e/ObfDS7lhOufZUle4yldse1uay6ip+WeWbs903Ae1h4dsQ8MgrYqIL24IU6HwPirfAYrEl58AMGHz3xXO9Max4uRh0w6FgPOBuP1xhKK8BIHwOP4HfcFQPeCHLKPf8mvDb6AmtgJTY6/Owbfhb+3gmDyYPx2CwKP/vh9VWDBfN9RZ65ACvTXMb/7gTuxeO9OQZp8dmdMM/X4Tkainl0BJYLu4W+j6I1b98e2vbCAO1LeIy3CO2L8bPw2luEQd3uWE6MK9Em0mMYuG4PHIplyBpl2kT6JvAZnstvYzCURdV4HIYCOwBPLarjG7e8RcdZNVRVwYm7jeFHO4+mujrp7TrkGy9NWCacjOXbRcDXMt5vv3Atw7LoaWwonIx59RgM9HsWtNsfA/oHgHuw7Fkfj+VVwJ+AG4CtC9ptCPwauBF4AgOStzFPN+O5+0roQxq0zcfy/JPUZy0p4foIlqn3YV6INAfzJpjHTsRGUJoOwaDqcpK1uQIb38Kg4lRa8/6H4X3vDf0mfH8BnsPlwLmY1wrH/XSsN28mARGNoR8fAH8ATqK1s2AJXkPXYt4l9O/LeN2D5z0LrN2c8dkXpn+aL+k/gLJcaLPk2Jevqrhrt1mOLync8/1M3ir6usqfuFuYrv6xvL+7tyqPaUg/d115S64wjqkczZG3fIYriVUp9fw/hC2w0+56T8uUHJgYY3YqLSWfkzPResjbGzPlLcFK6SPlZ3WNVeUp6S3yFtNweb66yG7hSt27KyT9rrFZa/393ZXu632ue03zaivL62qWt53SsSz3VvhsyWMcU6jjdaIqiwlokbPfbpPj1G6VM4vaEoz8v0RNcqzfs3JM2FHy9tuVcvLCSfJ251dlt/2Gcm2cWBy08GqX+n1NuZBjTHe/Sd6iuDM8a+1wL5QkUpwpB7fPUP581csZM6fJMSaEtsfI81sqW/IDOcZqXXlrcBc5nqhcHMZSeQ1vKm/7HqTk9Phi9OjEOdrovEc1/NTxGnX+o+r68Tx9Ta5HVgktlceqm1wjqVgsYxY9L2/HDZbHqlQ/l8hz0SJvrZ4gv+PpKr4dP0PeSjsvde+XZRmztbILjs5tSLbA/tCQbIE1ymnnXUJfC+lNOb6wSq3jG98J7/hV5Qd1t8gxYjE+9OmCdjlZjvRQ/nlcTXL5gP6h3QMZ/flMjvf7hpIYo2Y5NipuSf4xo53kmNMeSgLXc3LcUcyGPL5Iu0mrY4C+GBUCoM9lIbCXspm8Qd6/Hq3W5b0/khngMBUHTgvkGJ7vqXWl0f6yICy1nz5fDjxM9+2F0PZQlY91qS/4zktyoOFuqryWTjyU8Lt3vaexcnByW87Lkry/v4ccK3KdkrGodN/9THm//hAloKfS7K4nZIHdW86yWaHWFVeL0TIZbK0pF/i6UtLmr03T2iGGYcNzH9HNr0xVS0v23RbKwGe4vLhHycKxsFZHMWqUY4Xi0SHIcT/3VdheMg/8UPlKeR9VPn5T5Vitb8vC8hw59qF8TuB/Nq0KOKyX57aznADwHTmO4h05GeB+OW7tR7LhM1bJvMZYunZyTNYfZMW6nxyXSPi5b/h8vCx7YjG+eTLIPVZOj0fm+5/LayDGYT2vZA3l5Hk8QwZf7WTQ9Te1juFIG385OXHjW0pOj/+t8mXK7CV1+t6NSZbX/lc8rxmLlmuirDTbyXLoKVU21nMlHSeDkq+qdGB+mhrldd9NlkGVnuElGTCMkEHu2yW+l1P+OyyUk1qy1uryFAB6rqGp1bv/VeaJM5UdZP2RHABfGD00TQ603lqtgWyTLHcPzLhnTl7TXdW6xMViGfBvrew5+ljWJ8cU3HeWrJ9GKbtOXU6O7xuo/PmYIcum7sou5bI6CPoLUnoAF8iMvYtaA4k6WUnGqpYbKX8i35eF0VHKjrD/WF6sMVguXRr98fDZScpm8JwMco6UF8KNqf/dIgeJnlWkbWz/qqz0Dg79y8lovKMc6FsuK+BzGfgtUAKABtz9nr6vyo9gaArPvUZG+3urbUUEJSuMEXKl3Errz0R6Vwa2HeXg6oWlv55HNbLV31/OUPirEm/L53IWy76XP5cXIP3+rGRRvqOk6vU4OeC3Vgaz5Tx2Odk6/nF4fk9ZkZ6l4lZlIS2Q+eYgmdd6yIGNveQyCpUonHqZDy9Ukp2DDPpvrfAekq3HdeR19k1ZsP9ZlQPwthz58e9Ac9Q2XmuWlcAAGQSNlJXASUqUfE5eO/fI47enkvPUImj6gZKqvTEF/g8yYOomy6I9ZZnQQ5ZvaTkQvbk/kwF7Bxl83SSvh0OUDZoXybWP1pVl01HNLTrruUla7+yH7fU5/UFd+NAHrWreTAp97ijz9f1KZFqp7KqPZUXeTg7QrjRNfHpo10n2flV6nEetXKKgg5zpWGnh2ZwcjN9BnssoP+oamlfKjeUN2Xd7XgYH+6tthVMXyV7JdZQcCZKmehV/70vkscnyTH+s4sHlH4a+flet5+1hFff0tcjlHEYofw5zsoy6MaPNagD0BSkO4LSaGm0ubwVlbf8slAVFFDBp9+C7srD6trKBxFS5FkZse2Xqf3fIC/5iZSuQyUrc2chba9G6OC+0vb7Iu82RlVUsKT5AZqw6GaF3lzN0itFsWVHvLLvFo0W31eM+mfmwu0sXom+Utw1OlQX4GzIA6anKswmaZVfvE/Li7ywLnbYcxTBDft92Moic0oa2i2Th2Fu2zm9QcYHX1Nyia5+fnCfovzn+fW1X37SyMNzjqhwoTJO9heuGvu8n80sE51NV2lv4sfKPRxgmexoeC/c4SKUB6HI5w+tcmQc6ywJxR9ly7ihvB5TLoJovz9/v5AyWTZTvfdpLbatRcrosJPeTt3tulgFmpdWs/xO2+ebK71Rp9qJkfuklr+vRcibhUcpWfA1yttQZSrxJyKUrsko25OStnBNkwNtJnv8+Ki5DcpKunb5Y4y5LDIPN/viiBs+pKTnfs+UMp+6yQXqLvG1zU4k2kr3Z28uei7NkoPCeymcfxVIZaytJ0a9TeT55WB6LLVW590lyZu1wua7PFOUDoGX1xeHUNNmDt56y57QY1ctgdaAq32aMdJUM2G5tY7uJsrF2nNq23hplw3gDtZ63LFm3GgB9QYoDuGVNjbZScXQdgcq2stUa6U05lfE4FbdS3pL3Y+OedfxeZK6/lejfYjn1HJmB58mI/cjw3GdKtK2TU5GjcHtYVpqbyy7q94s31TTlK6rDZPfvEEkbBAB0RhEANFt2d/ZSEt9yngx89lLprZYmeZFeIluqPWXrpUv4u1RKZKScLFiuly3JjrK3odLYJMnjfJpsGW8gp4BWWjtj4pIV2ummN1YKtXUvfEI3TqzstK8aee97J9n630K22iupdt0sA/OfKdnj30LeX39H+YKo0EUfn/2Q/N7byrzZTS7A+Cs5rTxai+PVusZKk8xTt8qgdy8l8Svdwz2Pk709o2XezIrfaJL59FnZ6vul7PHaXeaFWJcrprJ/XfkVh0vRLHlsDpVjE95W5fP67061art3bKqscPaWt9kOlbexSm3JtsjzmAaxxyofCC+pa9SZ97ynEad5DWx43qM66tVp6teSW1naoJjhFmmhXP+nr5KSCL8p0yYnbzGNkw2+/WWAsrhMu8JiqdcquwpyIS2SQWYn2UCcpdaVjIu1O0A2rO5srAwASZ7fQ2Xg+Xj4rNK4v5NlcFisfEoxul6WBVe3sd278tz9RG0DQctlWbGtyvPz6jT4fxLV41TJwswAcAbAiSQZMzHL5lWccvwt4HdkZ1uMx1kBx+II93XD984DLsbR+/sX6dOHOA2wF86y2Dd8vhswD3iF4iney3CW2Ss4k2EfnIGwOc72uCHctxi9hVNcY3roCJwdcCrQR87UKkZdcTZKDX7XcXh8fo/HqlRWynKc6v9g+Lsznpvb8DiVa3sczlJaGD4biDMasrIW0tSCM7JewpkHb+DMrB/gdNNKUpLfxONye6/OjPrG5uz00ed8et/7zFq8grNvepMnxgzgpN3HsPFavfPaNeN09BtDXwfgDMM/0ro0QyEtxVk89+MxW4YzrE7EmTDFUpur8Bg9DzwXrrdxdtSXcXbN74FNyU433ganNo/H4/YuTsNuwNlNG+MMpu+F30eQjGEd5r1+mMcfwZmA8ZqJ56NLaDc8XDuHn0txptRhoZ89cCbJreHnEsx76Z/p3+fjjLQ7Qn++Gt51ZJGxijQNr6l9cFZPpWUO/q+oxyq0GY7XS1tIWBbthDOLVuA5fQj4SlMLt782nauensSCZS4A8PVNh3DGvuOY3b0TEzHvLcDZWG/h9ZXFY32Bc3Cm1J7hs1NwRt3FZK/JKiwn9sGlJU4Mn++J10kxmdcFZ4Z9A89xzHgdhGVWMeqD1+3XcMbWnzB/vQqMLdPubiwvvkGSPbeY0lmvXbEs/DV+x0twqY/LyM7ujVSNx3mt0Ner8PjuSvkMzKNDn47EMvYb4Wc5/t8IZ8Xtguf3UqwXCstGFFJXLFd2wBmJ9+F5/b8CJv+TAOg+WteHEAYql+C6BF8p+N+PsYK8iGzleiVO+/sNrh+i8L03cXriY7ROv490P2a0r+O6O3WYYb+PQcnLFGekiTj1tz1W5HNx2vK40J/TKa7Ql+LaF7eE91qEQchVuBbDLlhZQOs6QLHfPwT649TsOaHfE2ldq6KQanFdpMfCMxvC+15AZTVU5mMBEsHPV/G8VZKiXY2BT3y3DjgluRg4LaTDw/e7YeU9Hbh03TXYZVR/Ln/qU65+bjLPfjKfZz+Zzy7rDuSE3dZho6G9AfPABAxsL8TjtAynVpeidzDI6IXBztUYpJYShJF+hvlyABY038RpqBtQerwaMOieEd51QwxwvhN+bkC2EQEW3CdhfgQL3uEkIGcTErAzHPNQZLGDMP/VhCsX3vdqLDB7hfvFn/H37hjUtgtXrAVTFe7fH9enOTSjv7PxemiH11I7rLgfAn4U+v1lrCDGpJ7XTAKQhoefT2DAcDit04DTdDdeQxtjBbJx6GMl9BOsSHfA5Sc6VthuIpYx++MaS+XqCLUjMcYux+N/ZFMLD782nR2fmcS8pQY+owZ041cHbMC2a/sN+mPAA56Dn2FwM4/SNYjWwmUHPsLA9X4MuO+j+Fi2w2t6awzsX8MgaFfgu3jusmgdXHPsyfD3d3FJgGG49tXRZMvOr+F5PxTL+a9iENQLl9XYLeOZVXjONsAGMlh2RoW/mKS8SHVBu9Px2jsC82gnLKMjPYjLSxSmjv8Uj/U38Do9BOupSM24LMi3yZcDB+F5PhAbaYOwwZGmd7GeSpdo2RQbd7thufguHttC1XFLuHd0LvTB6307DJQH4fT7QpA/n38+VUnKKvXyX0m1tbX06tWLmpoaevZMRHcLFnK347oQ22e1xROyCCvaI7AAbCGpqXM7+cAp0hIS5N2Ma1x0wYL9V+H6behDmlmWYcFWTLhdBxwf+hKFU6QFlBamL+JiVz0wQ24Q+gZWOhFw/e7xT7j8yU/5xtbD+NUBGwLwOV7M92FGPQV7BNbAtVJKeV+E6zn8PDzj8tCXvbAgL0cLMEj6I1YyizEQuKCCtuC6Sb/Gxc+qsTB5kOw5z6K5GLhEr9hwzDMbpr4zdcFyrnjqM+55eya5sLp2XXcgJ+w2hpeG9uJ4zDdgr9VtZBe6TFMT5rsZoW1j+KwZC41SFugH+F3HUr5OTCE9GNqNom3F+iZhj08EOMWAUhY9gN+vN61BTrGCeGC+vDf1dyOuJzSC8u/9Ph7bOhIvxzt4jXYhKZqXLr5YjddPFVYgOTwny0nqZ/XAinZ9krEYEX5Ow3P6XriW4TW0KQZD8RpDvqUq7MF4CiveKqyIdgjX1rQu4hfpXSxvHgnt9iTxopSz1n/d1MKfX59ByzOf0a7WwGdQr878aJfRHLz5WnRsn80h07Hx+AgGJT/GoKoSY+VaLCt641o9sUBfMWrEBsZzoe0nGAicQXZRxByJon4Cg7afY3myPpYzhbW6hGXWPeGagsfvXgwynsAGx/dozXdXN7VwwdmPADD9vD24vHMHfoS99/tiI+d6LBfSFIsL1oW/I9AAA6mbsaf/awXt3sJj9kHoyyvYWCX0ezu8U3Ab+cbUIizjbwl/v0h+gdqLsff+H+Hd03RzeCZ4TL6a+l8tlvMjwv/SoPZTXI+oFjsiflZw3+tqazk2Q39/Ifqnbab9B1DWHmK9vA88SK3P74qUk2NijpD3f68Iny+V9JXQttT5T7nw/xPk0+cb5T38A+Tgsacr6PtiOQB0sRy4fbS8x5sVLV+qHw1yMGR7OUW2XIDxbx9zDNBZ90xYGaHfRw62LXVScBa9Je/19pIzR2KgWyVn6iyT40N6yLEuT4TP367w2R/I+/ft5KDeZ+U4gErTuV+T03c7yMGJ28vvUipeZ/L8ZTrxjrc1MsRGDD91vEZc/5o6zlwi5DGsNIsl8lA6I2uoktiAchRjyXaXefbg8D73VNj+v+FIiLbQdLk+T2G0QYMcM/apXM7icTkw+Bo5LuRsOcg2ztFgSV+SA1P3l4/j6J36/5rh/wfLMRTVcqmJHVL36SQnR3xLTqN/Skmm2T1yEPF58tx2k3l0Wzm+6+GMd5C8nh6Rs0XXCs/dQY67KUwVr29q1g0vTdGXLnhiJR+PvfAJ9X95qgY0NesnYSzKxX58Ih/W2VMObL9UlWXMLQ3fXUMO7r9KlWdxPSbHN/aR362cvKuXY9s+l2Vse7n8Q7Gz5GIpgfPkMgQ5OYC7j5zmX5i1Wd+UxAB9d0Vjnu6YIc/Bmspe19PkLMCB8pwtSfXhSnnez1Dr7L4H5WQG5LFIRx7NkHlyE+XHa8ZyIVHebKnWcvqy8My0DqpXklaPzMuFcXez5eDunZWfhHR5uF+MgS1MClgdBP0FqXAAa+SA2XVUPFtolvKzuvaUmWqWrAg3Un6ae5rmyjUb1lNSw2WqLAjWC+1LpTUvlIOm95YZ41I54n6czFjlshFyMuj4paz8XpIF6TCVDqhOUwRA37tngvaQhdef1bZTuRfIKa/t5ADKSoJ8IzXKKfxrysG0d6ptQXZvywC3Wq4fks6MKBcQ2yAH+W4t9/0QOZA3J2dMlROmy2Vh+OV5S9X/9rc1PAWEtvjzS7rnnVklD1ltkefsFFkZVisJeD5KlZ3w3iwrpwuVf0bTEPk8t0rH8mIZfI6SM1r2lYOlK8nQmynz+X9LAHIpinWr7pGBUjGKWUsPyMrrJOUXTayS5/hTmeeuktOxt1YSJDxEBk/I6fN/k5XGK3JiwX6ysVEtJ0OcKKc5Lwj3/oeSAPm35SDkzcP91pV0/MLl+tHDH2rTXzy2km+3vPAJ3fjyVNU3NatOThjZN/R9XZnPppUZo9rwPuPkhIfvqrjxmaZYniQenPo7VVZEtkVW0mvJwOsWVS6/nlPlxRTTNEse/x5yGY3YLg2Aalc0qkH5794sz0N7GcBmGR4NMtgqTKh5QZaTeyobWL4iJxFcVvD50tDXwWqdPFIng+41lG1s3yzrpt8WfD5LzpSuLtLucznr78vKB5cfhf6j1ifTrwZAX5DSAzhXBgObq7RCXiQjeWQLbZacNTFUBialTpmul7NjolC7V8686SUXlysV9T5ZCXBCzgb4mywwji3T9lM5kyZm5fSU04k7y4JvSfGmkizArgvfHRoOBB147wTtr8pr+dTIh3YeIAO/LZUctloJtcgCZ7S8qP+ktnkhXlZyQvuhalvhvrlyNtUgud7KGaq8cGBOzs76tiz81pQ9be9L+mzeUv30trc06vQHVwrBzX/5mC5++EPNWOQZbZIt/OPl+esglxW4Rlao41W6nIFk3vmLDPz6ysJ0e9n6rlZpizbSAplXz5P5PF13pp+siCrJSJFcOLNT6Mdo2QP3E1U2potkJVSOZ//TKQLd62UlVGp9t8hr/B9KLPt4jVY+sG2Wwc0f5Do48cDReIDyLrJRFam5JafbP5irXf72ah5gH3PhE/rRS1PUr6k5sw7U5+EZm8vgbWdZXtXIZQ+ey3iPnOzp2F/myx3DO0UPRTEerZf5e0R4n4tUWb2cFTIw7CXL/icraCPlF1PcXZV7vnNyKY3eMs9PUz4AqllRXKI9JwO2rVVZNmykWbL3b6SKe8ezvM7N8g5FV2V7hZcr8XAV0sOh3akZ/58gy7IsWbFAnoetlW/M5WRdub3yDazVAOgLUhzAd2tqVqbmllIE78oW79aycPqHrBS6y67jUkmM6W2qDWWBf5Gs0H6j8pbEg0pqdqwnb1d0lRdUOVqqxGtVLTNZX9l7Uo4+ltPmo0BdIwCgw++dULbPH8pVrzdMte8pK+9KLK5a2YqJRQDby2nelR4VErcqdw1tD1flJ7RL9pR8U06P3USJRV0JTZM9baND+4NlXsnikTlLVuh3j32srS54PNkaO228Nr/uNQ388HN1acnp67KlWoniXyjz5veVbJuMk3nuASU8/pmS8vNpapCV1OWyp3B0uEcU3GeH+6whW6VZfYrF+h4P9zlOVmiFR3h0VmXgJycLxfdS7zRK3kI+X5VtfdaF/rT1qJn/FGqUZcof5fl5W1YqpdZpTgbRsfI0svfm+0vrdelTn2rbi55cyZPDTx2vw655RedNmKNvNresPBoB2bApVuzhfZlPhsoG25dlOfQrFZcDk2UZ21tW/BfKnoqTVNxz2CgDxjGykXWeDJhfUmlDbUG4b0cZ3EcPzFKVHrsZSqqyn6XKZcNM2YjpIekvTS0VASDJ6/oAWYZmHY9RjBpk0NFF5espFVIs11KJjkrTK7KOOVbZMq/YvC+WPcqbq7XXqq7gs38FAPqfDIIeWFPDTj17ciPFsyBuw9HxR+O0wwYc3HUCDtD6KcUDKyfgYLj2OP12Go62fxIHSu9Roo/LcVDxtTjQ8SMcgNYRH7Za6qBRcADed3Fw2WIcULY9Dpgul2lUj4PbLsTBhFXAdo99zIynPuPobYZz/lc3KNl+Ls6U+Sz8vQd+/95lngsOmN0ZB7KCg2afwgF65egTPCfjcZZJV5xl9CCl0/8hCS6+HGeP7IEDsr+KA1VLUR0Ogrwez+0WOCD5MJwNV4qWAw+25Lj2g8+Z+Oo0Ony2cOX/1ujZmX03HMR+Gw9i07V6U1WQgteAMwMfD9ebOMNrNxwQvhvFM22EA8FfTV1v42DQmM4er3XIT2dfiHloCp6vwqsWz9s4kkzEeB2Hg3tPwsH583AK/KwSP2PAZ0eSA3D3xIH/+9A6iLYZZ8nUpq7jQt82JwkS3o7sgNg0xUMoN6DtgeP/7vQunst29U1MeP9zXnxvNq9/uoDmELHfq0sHDt58KEduPZyR/Z2TWY8DbJ/DPCTM45fjjJ4syuFDmr+BxxPMnzdR/ADWOhx4ewWWo+C5vo3igfQtWDb+CgdcbwZMxRmmY4q0AfPxmTjr7GgcHDw93KfUnD+KE1Za8PtvgHm2VCKFcJDyCc05ep/1MADvnrsH9V06lDyMVjjd/iQcWHwZzsiMWcal6AYcfP49ipcfyKJHsP46HGeNVdruQyw/N8N6rlQGZJpq8Rwvw/JsQLHvFUli+iL0PwmAvlNTw5979szMQmjC9W/+GK5jMbOdjGsD3Up+VHuahIHLj/Gi/wMWNPthYXAvTlcsRq+Fdh0w2PoQg5mDcdpjqfTwJRg43YgXy3Ss2H+LFUa5xfJQ6Hc9ViyLMWia9tjHXFEGANXh2j+/xEqoCjgLlxWohN7DC+7j8PdILGiHVtD2ETxf8eRjcLbEdZTOFqnHQuEKPEftMbAAZ4FcSPEslQ9wCv0dGEDvgTMkeuJ52BdnTWXRnVg4PILn8wBc/mDk/GX8/dXp/P2NGdTWN6/8/pDeXdhvo0Fsv9FgXhvSkyeqqlYqoR2xQtmd0or6tfC8V8PvC3AWRhrsbEprgdWEAV4a5HyMx2kN8gFOBDyDQj+m4ZT0meGaikHPLJxy3oLHdxCe5yHhGorBYfswtu2wQqzCyqyafJCT/n1FQf/j/EfwNIjk5PRC3pqJeaJruNrjNOcBeP1+hey0ceFssSEY2FVjQLoh5VPT5+MxjmPWFpoW3qGSTKo0LWho5tEPP+fpd+fw3CfzaWzJrfzfxmv15qith7PfRoPo3KH1nRfgTLG29PUDnCE7D49vDeb73wKjS7R7GK+NOHfr4ezAYusKLGNvxkaI8Hw8ihVyKXoDZxw9E/4+E2e3llL89djouhBni03Gp9GvTZLenUVTW3LsdKYB0I/O3YPbunTgecxzDRQ3yCeQpN3fgUsonIP5rZHivPYmli/DseyZjrOw4hw2FXnPCZjvx2Bwmc54BK/fKlpnhs7A62sALmHQm9ZgLa79NC3D2YjzsBG/ZkafVgOgL0hxAJfU1NArYwA/x0w2GYOHdFr2b7EA3KKgzTKsWLbA1uYDGCgdEf6/CKcLXkDxmi3N4f8XYLByIVZGd2ChfkyZ97o/PHtNDMA2xGDmx5QvrjcNe7UeBk7DCuIuDGD6Ar959GOufPozjtl2BOftv35e2yhwzsQLdxMM1rqSXQ6gkBbiglmX4/e9MPT/AYpbiGmagcfmeVy7YxIWZL+mfMp2Di/wbljwLQjvcA0GoaXoceCvGOicihct4V5XY8upGH0Hj8+m2CqOKe2NoU/fbmph+ifzGf/eHJ748HPqGltWtm3XryvrbjiIA8YN5IihvenWrrLE9POxcI5gZysqG98cFu4jyQc74yjv4boZezALwU365xpkK/CdsXXeEwvd7liQxr97pq7039NwHRVIBO6K8HuHIs8i9b3mEv+vxgp1Q5yiHJ/dEdfQUrh/LD2xGNdl2RF7nNYK7zyYROFchNOzo9dsEFbWm5IUJC3W5yEYTGxBMqdfIttoWLisgec/XcCj78/liY/m0dScgJ7BA7tz4EaD+OpGgxk9sHRVqd2xR/pr2OuzfYn+pekTzEf74fUaC7WWogYMln+OeXercI8zKF0E8lZsaE7EgL0DlilHlWgDNlZPJDGi+mID+GBKy5LHscc4h8e+J57vC8j2ZDS15FgnAKB55+zBiq4dOASnsn8Te3sK08oj1WFZfSOWGxfg8Tkc8+HlZHu8F2Cv9IfhvU7FMm4aLiXyR2DvjHZzsbG/FMvzjUn02i9xiv2NtJ6PhVg21mE58DLJulyOyzScj4FZ4fsdgEHak5hvdk79/6baWr65GgCtOpVCkK/iRT0WW+jF3HBgxfUArs3wDFa4l2NBfQel3a7gRfYZtk7mY+t8Ft5K2a14s1Y0HS+AezFDnUzllS0bMaj7JV4El5NtkRUDQM+E500BzsbArdJibEuwx+iy8Mxf4AVTRX7NpGL0Pra+bsWel1NxHZSbcO2KcvQ69qjdji22r+Kxv5ekRkYpmhaedQPJdt8G2FIqLEaWRTnsHTmApJDjmHDP9PNXNLbwzMfzGP/eHJ786HPqmxLFVd25Pd3XGUDPMQPoO2YAa/TqzJkUL/oWqRLX+X8LCYOaSl34LdigqcVg+hiSIoVDMUgq3GJbink2VkNfioV8LnXfuCajd3QgCQjsjUFEY3jmaxiIr8CehLG0Bp/rhO+/geXWE9hin4cB1lYtOYbPWELLJ/OZ/Ml8PphVQ1rKD+7fjSEbDWLhRoN4dY0eUFXFDiRbqBuSzSNL8DbzXVhm9cBr50Bcx6rY+hdec9fjrawOuNLwt2hdY6eQakK7K7CBegzefipV9yrSC1g2PYuL+51V4nk5vJZfxSEH40m2QH9Ncbn8ENYFT+I6NqMwyPgMy9YfkC+Tm1tyjA4AaNE5e7C0q7nzXMwHvwp9vYxsHfQEBjwLwvefxl65IzHovhFv8xZSLZaV72OQ9h4G5b/B43Jy6G+h/qjDIPAhDO4/CP2ahoFwA5abhacULA/v8Szm509S7/NnLKcvDM9N81p9aPdReMd3SUIRptbWMnI1AFp1KgaArsaL6ifYKisFIu7DDBjd7V/DzPFtDChKuT8fw1sKj2LgMAQz7VcwCi9nVS/Bi/ppzHTzsNflGioTCJAUIjwbL/o/YEVcTCle+uhHXPX0pJUA6GMMuh7GYxY9RZXQ0vC832IFcH54dqUF9l7AMUoPYXfpqdiaqITqsQv4Smy5fA2Dth2xYG2hdIXaZVjw34DB35Y4bmAAVgZXULz4HOH+L+LCYXfjuRuNrbLjMaAr1X55QzOPfjSPW9+fy7ufLqBpRVPe/0eu0YPdxw5gu9H92XRYb3p2zlb7L2N+60JSYHA0Fryl3h+8jSWsZMtVEP5Ppwas0FcFLB6BvZMx5mhbbBwtpHTc0wy8RiJtgr06XUi2IKdjxbc2CSDqJHHxguVsM2UR7T+dz5RPF9CU2kYF6D6oJxuNHcAhGw5iv8E9aV9VxetYjuWwYn0cg6r+5MeTZXmVlmO+vwuDhWrMV1/HcVrFeLkey9DrsTzcGIOaIyhduDWHZc7loZ97Ynm9J+Xlx9tY2d4d+ngmlRVdnY0BwlVYTvya0ttpM3DcYj3mndOwV/4KElCSBkCvnrM7b3ftyP0YRP0Bz+d3MGC4DI9LmgcbsP64BXv++4b3641DDi7FIRC/IH+NfojH7hbMYzuEvrbDculQ7Om9nXw5MAMD3NfD30eQFEeswyEaD2Jgm/YiLcPzelf4+9tYT0V6FAOrI7BMjjo3h71gP8UyM/281VtgX5AKB7ABbxPdgoOUs0rkp6kZM9h52AIbjgHMtRi1lqPnsaXUjJmzE57swylfPfkc7PKMk9URe1GOo7QAaMIo/FWsuJ/Hi+h4DCbKHTsRAdDXth3BtP3X5z4sDP5K6T38NC3HQuQSLOTOwzE/lQCfHBawF+NF+A28zVVuay/SVGxxXIsX+/fCVUl8UQ6P3Q0YuPTCrvSjU89fTvExjGP/Dwx8a7C7/CC8HfAMVm57FmkvbFU+ipXNM5hPds6JpTOX8NnH8xn1yXxmzFySZ+FXVcHYNXqw5Yi+bD6iD2uO6MunvbvwIgaR74fvtccg9hzKBwWDBeUOYVwG4DHcCluOpTymsW09BupD+O/1Qgm/Z6UBoGk6ESulTcIVK0GnKzQvAyY2t/DkrFremLaIyVMXUzNtMSxvzLtX9y4d2HGd/owaMwCNGcAHPTvzKlaE3fDW2VBsDB2MDb+1sTx7miTAfhL2asZYsx2xl2oSVn7VWJ48gQHGfRhU7Y3B0H4kwctLMRCMcz8rPP86HHawH/YK7UVpr92HWGnegMH4j/GaLKcSPwzveSuuSH0m2d6SQpqGPTQ347X7KyqTfTXYyLsitLsUGJQTa5/hE9neOWd3ene130w4vm4sSeDzaTip5M9kn8W1FBvC8zHvVOH1fRSWVbfgbcM0Lce7FFdjI/Dn4fMFod0b2BO9V6qNsOz5PZbFD5AcjyKsh07HoOtUkvmtwYb970MfXybfYJ0Q7rMeNk7j/E3COuKWcP/XMGBdDYC+IKUHsLZnTw7Erut7sKuzFH2AEe1MHGx8FlaCf6d0YB4YyV4Z2gzASnkLrBizGLuQPseL4frw9ygsKMtlKYEZ6FS8+MAeqgcpf/QChIDeRz5i1jOTqN1uBIu/sj6HYrRfToEJj9WlWFBVY0a/lsq2iRrDcy7BVu/3sVWwVgVto0V7JX7XbTHg+zqVbdN9hl3JN+Kx/xqe+10pH/PQgN3hd2HhVI8X+UF4b790lIWF2lMY8ERP4cYYJO0V3qUTVk5bYOCyeHkjz3+2gOc+mc+rUxYxY1Fd6xv36syA4X3YcEgvJg/uRefBPbmsW8fMuYjbAe/iAN93wu+zUt8ZgIXeDyit7Bsxvz+M4xfAYzAGB0ueSfkxuQWP++ZYSbflSI7/JMoKSG3JiSkLlvH+7Fren13LO9OX8O7MJTSk4ngAaF9Nr6G9GDW6P1uNGcCOQ3uzdXVVq7GqxYbEq1jpvBs+74DjUM4i3xMzhcQ79GRoPwbLw62xct449f1mnMBwd7gWYi/SgdgrdBdW7ulnKPTneuyB6IQNnWPwdtxkLLcKs1iXYPB0JVaw38KAPm7HFNvunYwNquvCO5yFwV05mTYBxyA9go2os8kO1i2kD7C36hXgjJz4awBAb5+9O326FZdI07GB+xwGbj+kMt6vxWvtVuy1+kmRdh+Tn+mZw/L2HGxknk/r3ZBPsVw7gXxefRw7EHbHzoS0UViHAdfTtD6vcQ72yjVicJXWh++HvizAAGzpagD0xSgCoAdrajimZ0++hNFu7xJtmvGWzbnYa7EuZozvYuRbTqG+gxfLFAyyXsbWyp8oz8xN2HNyNmaaBhzr8kQFbcHK+3vYVVqNleXrlD8JGyw8/gBc8MhHdAsA6PivrM8vKC8oGrCA+QXJmVf9seAol9a+DI/13/CiGInHeDQes1LnFS3BQvSPWFl/g8Tb04fSc1WDFcIN2FuxHRbAB1M+lX4FBit34bEGL+oDKb0dABY675B4eV4Kz9sjtN2D5PToLFqKBesLod+vAI219aw7bTEDpi6mcdoiZs+upSXXepkP7tWZsYN70XdwTxjckwVr9uSTPl2YUF218gToTUi8EZtg9/zu2OqOwKUOK5XPwjUp9fv08I4DsbHRjOMwfo7XUyuFj5XZXMy/czG/3xz+3wvz0NcxKC61XZ3Da2cMjnOrxGD4/0nLGpqZNG8ZH8yp5f3ZNbw/u5aP5ixlRVNLq+/27daRzYf3YYvhfdhiRF82GNKTTu0rzwlrxHPYiMFs//BzNMUPbc7h7ZbvYJ4Fy6UTsMVeCGRzGNjcFa6p4fM18XbIvrSmFdiLdB1WqpvhtXg7ieemkFrwtvjlGKTtjZX+KKxUTyBbZkUD7a9YNp+F160wDxYDNy9go/JdvN10CuW9T8KA8KScqKoQAMV2t2Hjbx08buVKoUS6G8u/TbBcrMTrDd4lOBwbG7dRvnxKpMkk4RT30lrPNOC5KpSHy3EM06t4vgp1xBt4Lnr+rwOg5557jksvvZQ333yTOXPmcM8993DAAQdU3D4CoPY1NZzZs+fKNMJi9CFWgtMxCLoDM8f1lD85fDkWCpdhy30CFt43k39wZjF6CguoGZhx9sOAYl3KeyGWY5D2e8xwh2HgtA+l0/Aj/QNbG/OBUY98RMszk9hwu5E88JXSS68JA4hzMBhpwEJwFFbwpdzG87Cr+CosSOeRpKUfjTPrisWdvBva3RLadsdjtIjkYL2f0loItmDlegP2Ag7Ee84HYGWwNPR/k4y2y7DQvQt7mTqRBITuVqKv8V0fx4DnMWzhbEPi5dmM4nM8E1ZuZb0Y3r0b9gxthzNztqLAAmts5p0ZS3h2+hJen13DZ7NrqV2Y4SUC2rWvZlD/bowb0J11B3Rj7QHdWXtAd/oP6MbsTu2ZgGMj0iBndmg7BM9xvNYOP0dhMPNtrGCGkoCbeMW/55MEEPfHgq87BnZVYXyOCO+4As/D8vAz63oSB3yCBfJOGBiX84BOw3y8H56XtojbUoHmuZyYW1vPpPnLmDx/OZPmL/M1bzlza+sz23Tp0I5xg3qw/uBebDikF5uP6MOo/t1a1Yf6v6BFWP7FLfzO4efalI6PWYw9lpNTn30Xy9ViWV0zsYF6GV4zVViunUlxuf0BliM3YmNpRnjOlRQ3gD7HsvIqzCOnYeD8GMXlpbCxc0bo21nYG3ot9toUm5llObFBAEDjzt6dK7p1ZDTlD69egIHc3/H7n1bifdI0B6+7l7FhWCpDNU3zcVbam1hn7VFhu2XYE/cUNiizAGsWtWCvU6lSM//zW2APP/wwL774IpttthkHHnjgKgOgO2pqOKTEALZg787Z2APwB6zYGjAiLmdJPoIXQSe8QL6N92h/Sfng0ek4Mv4+bHVPx4x7YJl2sd/Xh37Pw5bvHRhwVZL9MxMz7xNYSf0FmPDIR/zpmUkcu91IzikDgLbCyqYRW2Fn4kVbLq39A4z6h+Ogvlex92EqduH+vETfzwzf2Q8Dl3fxfIEBzZ04bqGQYjzKQrw9dSQWgPelvrMBHr/Ct/4H3i/vibfHdiHxErVgL0dLuH9h2wOxZbYWCeDZlfKZbx9gADsNz832qWsDSoPii0j24ftivlq/vokBs2upnl3Lwtm1fDi7hskLltNYuLWSopZuHWnXpwvd+3RhQJ+uDOvThTG9u7BJn65s2bszAzq1X6mU78MxaxHgxJDtnhjUxGuNgr/XxGtvCvYsLcNztDzco1BYdSEBve3DO7YP49E+tK/BnqZB2JrtS2t+moJBe7tU+2nhme3wPG6L52B46pkdseIbFPo+oCXHc8samb+kji0Wr6D/4hXMWbyCmYvrmLV4BTOXrCg5xv26d2Tcmj1Zf3BP1hvck/UH92Jk/260q87v8ZmY5zYJ18Cid8ynj7GS3i5cpZRuIV2Dx39PKtu6j1SP5eC2OGygGY9rIx6zUiEE12BvcjOenxqsjG8u0/e54VlLwt874XVbyoO8CIOn32HDaQ1suG1cok0LBlvnYL6Zi7eCriNbZkli5OkGQBucvTuPd+vIKTgxYyMcX1Qq/ulh7PnshcdmBkmNrGKGtfBW5clYRl6Fx7MH1mdHkg2mcnjsz8Uer3PDOwpnaS3BhlvW834dvn8xrT1w9+A5zIqdvArryiyjdXptLcP/yQCo0qzpfwvae++92XvvrIoFbaO9SvzvIwwCpmDlF5Ho37DiKcWcn2PgMx4v+NMx4NmS8kG7sTDfhdgF/R5m8k6Uz7ISBl0/x4j/XCxsNiNhoFLgZy5Wkn/BVtqNJHUz3gsap5ixKWxl/xpbCwdj4bxh6n+l6nY0hnbDsVdhC5LK2/NpXSuikA7Fwv8+DDS/HK4mLPCKZTZ1xgJkazzWt2KPSqTjsHWaFd+yDR7v7UmKRqat23Z4/rNc/D/EQHgcnpOH8ft2wEKoQ+jbYeSDouF4jrajbcoHDAA3wIpyaHgunTvAqH6+ArXkxKzFKxKvxPzlvDB/GUvmL2PpskbaLW+E5Y0sm1nDMrxGnk09p3OHagb06MSA7p3o3KMzQ3t2YovunRjaoxNrde3IsK4dWKNrB3p36Ujvrh0yi+2BPWgxYLY7FpTdM65u5AO/mVjxpOlFrPTWoTRI7B7aN6auFoCc6FjfzKwVjfyjronbVzTRVOexaLe0YeXVvrae6mUNVC9vpCqsmQ+KPKuquore/brSbUB3lg/oTuOAbiwc2J35/bszrWsHJmPDZyoGLGmPWlQaTdjzeAFW1gPxet+EZLsy653rcBzHddirMJYESG8XnlNMVizABtb3MP9GAL8DpePA5pN4ZgbhNX0QllHltvKrMPhdGtp8I7xfOS/4Agx2l2CQNR8r+j9TvFREXyxPrgx/f47lwz0U1xntsL44BI/hVOxRfg0bfqU87jdIvI4V/ScYbN2Jt/L2I3se9saxMWeG5w3BvPB5uM95tJa3VVie7YLl+kZ4LOdjT/LvMCguLAFSjXXYdthz9DyWmbdj3XRS+P/Z5OvFqvD5xthb+xbeZpwQnn0u9pjdSesg7eOxF+5Q7F2+DOvG7tiL9c+m/ygPUJqqqqpW2QOUhSBbsJV8Nl6gl1PaWgAr+Fdw3MYdWJFX4a2Ychll6XvchVFyA95PLuXxKKS3sevwxXCP0ygfsxJpPkbaV2Fm/SX2RqSf/euHP+LPz07i29uP5Oz9En9GDu/z/hoDiGND38sFhEf6HAujP+Ox/wFepKXiXdL0Pg6suwkLoaNxbMJYDLq+TGkX8Qd4nm7F8UL74sUas+3KAa/FGOjegwVXDi/UdTGArDTN9i4suOIi3AQLi3LtW/AW6XQ83/HaBAvjUvzThC2ftmyg1KxosgdjcR2zlqxgZvjdP1dQU5CWXwl1al9N764d6NG5A107tqNrx3Z069ierp3a07VDO7p28mcd27WjQ/sqOrarpkO42rfz39XVVUXfQzjtuKklR2OLaGr27/HvhuYW6hpaWN7YTF1DC3VNLdQ1NLO8sYXaxmYWrmiiYUUTbZaQ1VU09+qMenehd5+urNGnC4P6dKFvn67U9+lCTa/OzGtXvXLbb0loFq3rFqx8RmCP2UJs6YOVeRoQRVB0I1Y0gzBfTcWgZEPyQdGGWEEKA6EHsbJ+CyvhgSRbqdvhooyF62gqSczak5ifdiQBROuSzVuL8bbRXXh7qQ/2oB6EQVQxa7yZZKv63jAGMRuz3Jb+pzh28DqsRL+Pt8RKeaRjEsCVWD4sC23OprinbRrWAW9gWTwbj8G3Q7u00TLitAcBePOs3Wjq3on9sO4g9LEJg8Pf4vHPomYMRCPg3xUbv0tCu0PJnoMmbJz9Jvx9BZ73mHr+C7JjFufhMX8By7mnMJ8eg8fyZrJLsXyCvU5dQv8ewbz7Ezy2V2IAWdjXdzAI3AgD2Z8Cw/8FW2D/UR6gtlJDQwMNDQ0r/66trc383id4Iidhl+ABFd6/CqPiU8PfnfBC3b6CtjVYYT+CFxjh759RmWL6BLs0H8LW/WGhbSXgZxFeJH/AwuouLLgyXbZBNcf/NWHgcDEGDj/EQq2SbAiwoP0DtiLWw16NwyhdPylSOoXzVRyM+xccj5UW0sX2nWfi+b0Fg7YdsTA4iCQNfBuKBwvOxJ6me3BWwmDMK+OxhfocBpHFrOEVmF8ewwpkIrZ2hmEw+gu80Estyjr87i9gxRUFZ9fwLvtT2Vbn9njMBoVrCJ7LYhl6vbp0oFeXDjQM7sno0Od0P1c0trBgWQPzltYzf2kD85Y2+GdtA/OXNbCkrpElK5qoqWtiyYomWnKioTnH57UNfF7bUOSp/z7UtWM7enfpQK+uHendpQN9u3W0t6tHJwb26MTAnp0Z0L0TA3t24tmuHRlZXVWRpwKsUD7HMYf7Y/CzEd4W3gLHTfXCHrd07FWMR5xKkmwQswb/ghXNRLwtfG34vTF8vkn43ki8fo/HiuhjzFt/x8ZUe+wZiF6ibTAw+z7egroF8+Aj4feT8PbuXhgQpbd3+2DQcjReLw9iL+1+GMR9Fa/FwqKK7cP99sIK/u/hvX8Z+nQ0xZMV1sEejl9hhXsVXmcHh3fehtbrpRpvKV2OjeK7sLwbjg29k2lt6A0nSSkHg9YbQ1/XwQDqDPIDioXl5uvYIHs2XJNxDOKW2OP1K1rLpAaSitEPYyB6Jh7j72JPzZW0Xs/C+qZTuMfJWG4dgvXPvaHtTgXtBmDP7OPhHkdgvnoPZ95tikFVYfzTGDx+22CddxSWW9fgKs/fx2DqT+R7rjYhkfEPY+/RI/zz6b/aA3Teeedx/vnnt/o8IsgWrIzPxIrsCirfE1+A4zmeIzmz6FEqAz/LMGj6E4nlfwJeqOWUVw1euLekPhtF6YC9SIsxw9+OmW1dLBCPonjg3kUPf8hfnp3MNBJ6TgABAABJREFU0duPpN9+6/EbLLBPwAutE+UDRJsxaLgce8u+hhX99kWemSZhAXsNFmA9sRA6lvJVj8Hv/A88Xs+RuGUPo7KU+g9D3+/Fgmq90P+vkb/FmJXCLCzYHg3Xc+E7u+A98D2wMroEC6Cs91lAEvT8PB6Ljtg1vxkWOt/Anrhi231LMPB8K7SP1n6kfbHXq1SsA3jer8CCvj0W+mtjQXYipePblmElvB6woUS3hmaW1DWxpK6JZQ3N1DXa87KisZnlDS3UNTZT19hCXWMLjS254MkRjS25lCdHmdltaerQvpqO7aqC16iaDu0ST1Kn9tV07dSebsH71LVje7p1akeXjv6sV5cO9Opq4NeWDKtVpc/w+t6AthWabMQelHewwhkbrj3Ir3PThAHOOySlDd4mqUbeHc/jSRi01GGej/z3Et5u2xB7h54lqQMTt4gKA/wXYl6NgGhzvPWxVrgH4TmP4HU6HgOQ/TEY2oPEOCpcY5+SlKuYh722R1O6XIXCe1wVnrc+lqdHUDpbM73V/wwGUKdiRV2OnsFeoDewnL07eIDeOGs3+ndvPdPCxt5nWF6/HH7+nOxwghyey4cwiOwTvn93+HkWreNtakkA6AQsW3rhIPPfYM/VJeTL9mXhnjdi0LIP3uarwobpD/Bc/418T/6zGIzdi3XBadjwBfPjISSFatMy6FWsY2P5jV/X1nLaP9kDxD/tXPn/YwJ0zz33lPxOfX29ampqVl4zZswQoJqaGn0saTtJAyTd1YbnNko6UVI7SR0knStpvKRnK2ibk/RHSd0kVUnaQNIYSaeH/5WiBkl/kNQnXNWSkLSxpNll2i6VdGFoNzC0Q1J7SdeWaXvOgx9o+KnjNWj8++oe+ryJpDUkbSVpRom2CyX9WtJaknpLOkXSBEmTJL0mj2UxWiLpqvCsdpL2l/SApKYy/ZWkOkl3SjpAUkdJIySdIen9Ctq2SHpF0qmSxsrjtI2kiyV9XEH7+ZJuk/QtSUPked5C0pmSnlPpd85JmizpRknflTQuPL+/pK9J+q2kV1P3mCLppYznPyrpIkkHSRoV7tFN0vaSfirpBkmHhL+fz+jHQkkvSrpGnrP9JK2thOfitY6kv8m8mUVNkqZLekHSrZLWT7UdIGnP8Jxy9KCk4yRdL+lDeY4qoZwq45f/dFoh803zKrQ9RdIwmccPlnSCLBOyxq1F0nuS/iTpCJm343zuI89N4fffkmXPjrK86SfLLCR9X9LijHd5QNLRsszoLulQSX+X9Kakw2T+LHzOk5K+KamrvO5OlfRB6juTMt5nrqRfhu/3luX6pxnfK6Q35LGqlrRHeHY5+Z2T1+VWkoafOl7DTx2vj2vryz4rJ4/HurLM/asqn+fHZRk2TNLdJfq4VPnj86Y8R0PltZdF02UZ81DqsxmSdpXnOEunzpb0K0kjZZkQqU7SDyR1knkr3c8GWR5uIqlrTc1K/f3Pov9qAFRINWEAL6qpUWdZCcyrsG1Onohe8qDtIakm9b9y9KwMBJAZ8sHQ7qkKnvv30KaLLHT2kpXBl9VagKRpuaTfyMpmqKyIqyT1kNRT0mMl2s6W9DNJAwMA2nf8+xqjROAdLjNuFk2U9L3Q33Gy8h4oA0bkMbyvyLs+Lwu/LjJwOVleyC9Ielgei/cy2jaH9zkmvF9/ST+UFWwl4PIxWckODv3cU16M5cBlozy3ZyoZ38EyALpNBiTFqFnSO5KulIX8EHl8RsljcLWkj0r0f47MR7+Uwd6w0L6npJ3ksbsl3KNQaE6UleZDkn4nz9eXZV5BFkYbyoL+HBnAvCXpM1kY3S7z3sRwjz/JQP7IcJ/hMnCN91pHFnxI6ivpNFmISh7/WZLelZXJHTL4PV/SjyQdqHzg1VsGckuKjEuajpQB3O/ksa4UPM2Tx/e/nSodj0K6W9Lusgz9nqSfS7pU0qISbWok3SuvzTiXa8prOovHG2XQ8F2ZLzuGNoNVXHbVSrpO5n9kwHGVDL6vKfKcJllh76xEvj4gr5m7lcj5QvpUBnGdJG0p6R9K1lkx4J2TNOI0A6CetfU6W6VleKRG2XgeIBuhj1TQRpLqZQDaRdLeqgzgxef9Sh7zI1VajqWpRdJl8pgcreyxa1a2MXqHLLsPUeu1nZM0/l8AgP6jtsCWLVvGZ599BsCmm27K7373O3beeWf69u3LsGHlc2NiEHTfmhr+0rNnRcdXgAOdj8HuusF4X3fbCttOx+7S17Br8jK85VRJnM8reI/0A7zHvx+OoN8c76G3JzvepAkHF1+I3aM9cJzAEdi9/QDe8stKm5yG3ZPXYfduj4c+5LPnJlO7wyi23mccj+DtktMy3uEh7A6P7tHj8T7ztdi1DY5tuIv8mkA14TvXYLfv1/F+9CbYhf9h+F5VeO75JK7w90Jfb8du3QNwtkcddos3pa4+2LXbAbti7w3X+PD3PqH9PpROS58d2j2Kq5vGINBYvHC9jLGJ9HJok95S2BgHbcc4i6zCY8vwuKa3sWbjzJXNME/EnyPJz66ZhN3vH4XrQ7wFtiK0HxeudcM1jqTUw2uYJ6aHawqOIZpOErw7AMcEDQvthuHxa8Zj3YS3Qh7A7v2eeGtyQbjSkXm9SE53j9leXTBvtSOJXekb+l+XupaG+9aH/9WHe6crHg3FGSo7F4zv/NDPLnjLpRnHPKyLY3C+Ep5bOK/CAcr9SbZQngz92yTj+2mK770qzvyFZKfzl6NYm6tU1lYxipl5q1J9qA6Pz4d4O7pDwbUP2YdI1+PtwLjGXkn978d4S6rY1tXHJMVNJ4XPvonLimSlYINl7ZU4uaI/5uMmHCdVLMFjLt7e/yNeCz/HCTQzyT6ceeTpDyLB+Wfuym96dGYm3qo6HvPCZxQ/27EGv/PvcZzOpVjelNugnYa3Nx/CW3enYR5oKdP2AywzJ+FxORjPfy78LMYL7+Ot+cV4LL+c+l+O4tl/k3AA92K8rbZF6n//83WAnnnmGXbeuVB0wdFHH831119ftn0cwM9qali7ggH8FAeu3YP3ig/GwrOSaIDleJ/5IrxHH9PiK6ngDFaO38UC4wAcuLdBhW1r8V7s/PDsH2BhEQPpSjHg0xhkrYX38Ds+9CEdnpvMYTuM4uR9xvEyxYtAHosF5L5YWd+ABdgRmLHXxHFPhQJrNo4ROAYLqHoMaG4hqTgbMw12K2h7IY5ROBLvf3cjOen+jNT3voqzq2IWRw4H7m2J43l2xYrvY5wJVoXnuTp8fgqJULoLg7AIeLancoWyHwYz22OhsDWVBa5/HL6/OflgZxjlFdKJOHg7gps00CkV85YLfVuDfHCTBjtDyVZAV2PhH6sMp69in/XF8U2b4riEbuHqgAX1IAzmuxa55mPg/6+iPjigtXfqme1xTAShn93CZwtCX8fhIOL1aP3+1+L4jN4kYzobv/8uOCZsGH7vQpkzDCuJseEZY8Iz1g19LJYBOR7Lk3Hk89HGlD+SZB+8HiNY/zI2osrJw6mhn9uRVDffmMpk4c+xwbk3frcxmBdiHaERtE7fJvxvGF7fizFwioHi64V7FqtqFuv6jMZgFsyb/6A1cE5TNGbm4rXTiBNTfk3+u446/UFygtfO3JX+PTpzJwYkM7AcfD08t1hdHzCgOQODhNHY6BmH9U2p+LGHsS7I4eDqs7Hc/hnFeaYFg58z8NxdhYHlwySJNFnUiHXJbzDAOx+Pw/YY5PyE7ISPBjzvf8YA78dYxt1XW8sB/8sA6ItSpQgyZuT8GSvzi6j88M16rGgvxMLwPAwAKgFNwsDhAhyUdjReGKNLNUrRHMyof8KWxAkYvZeqw5N+9pOYue/Hivl44LMHP+Bvz0/h+zuM4vR9io/CcixUrsWAZMfw7K9jRfEeXtDFlPViDCxuwUFzMVh5Q+w1u4HSqat1JMdRjMcLvD225C/HY5llvVelfv8YW0gXY+8RWLheSz74TLeLlAvPeIx8pfx9PA5VJdp+gkFR33D1KNJXMj6vhLKe+a9uWwpkl6NmVi09NSqdNL1IZcq9HvNwHfYezcWgej0MSMbhNVxXcC3HvLsEK8ClGPzMTd27GwY91bT2eHXH892ZpJBe9O7GlPj2GGimgWev8L7Lwz3fx0GjDaGfo2gNeNcNfZlIvifx3TBuY8kHRZuQD87nkB+Q/07o/7YkgGhLWhsDzVipx+zHVzEA3B0Dot0pnkU6n6TcxGNhrPbHRstuFM8eVXjOrdiYqgvt9sFzmgvvmMXbNaHdRRiU9MXgdhkODP5hkWeCx/Qs8jOWDsGgKgKTlQDojF0Z2NNvsBQr+pvxnHcJ771LiWeBPbQ/xHPYjL3HD2NPezGqxzIu6rWP8Tz+CcvrYut9Mk69fyO84xPhOhEDqWIa9Xls2PYK7/c+zhwbhnXl5kXa3YszE3fCgdU1tbWMXB0EvepUU2YPcbmkC+R9yK1UWWBzpAZJf5ZjbdaSg9VKBbymKQa6bS3vnR4vaVobnj1BjjnpKO9F367Kgz+XyMHVY+V94m/LsR6RfjX+fQ0/dbwufPCDVm1zkl6W9B05WHGwHGxc6T7zCnn/v1Sw8lIVj1OokWNcDpSDH/tJOlYOSq+XgxqnlHh+nRy/8iMlwcKbyzEAXeW4kXIBh5Pl2IIj5HiGGNuwvqRnyrSN9KzyA4zbSTpK5ePTauT4nCvlWIVX5LiaSvluNRWnWhUP7i5HF8nr8SZJMzP+3yDHlr0nxwDeKcd3nK8kThBZluwf7vN3OQj+p3JM3WbKj6XpqyTmak05Ru9kORB+fSXxM2vIAck/kGM1HpED/MfKMXPHS9pW5n8kjZbj0y6WY/HSAci14fOz5JibLnL83LZyTNADah2wLDnm5R9y7NBwJckcP5f0hLx2s2hpaHekHEfYLbzfLSodR9Mkxw9+I7RZQ9JP5ISCcvGBb8pj1UPSIEknqbx8my7L4H3kcewoy5XPwv9Hnf6ghp86Xp/XrMhr95Y8V+ng8sOUzUNpqpe0Q6pNlSyPyvVzkizrYpvO8tyVSkzIybGJPeWYvp5yfN+acoxssfGskeMzO8l8vH74u70sp5cWaTdF0pdkPnlidRD0F6NiAKhZznwYLGe73KnKApslL67r5QnqK2ci/FIWJAeqNDO1yIJtE3lhnqIk6DZXpg85WSDtJTPv/rIirbTf78kBfN3kd/6tsgMYf/lAAEAPJQBonhImbi8L5PGqDHQ1h34fIy+etgQrSw7Gu0YWLh1loXS8HDxb+Pys+02WAcM+8oLvKQf6Xqck6PUJZWeNSA7WvVkGWiPkBTRGFpI3hvv9RsVBSKOk12XQeZiSwOUIgNaThXUpapYzXG6RAyLTAcI7qnVmWBZdICutY+Vgx1tlAFVO6c+RNFWrHjy7morTYjmY/m6Zzyqh5XKQ+5VKeGCYpH3leY2KpUlWiPdLukSe923kgPI0/6wry7MVsiFyk5wZtoMMApD5/kCZh7aWg+XvlxXxy3Iw9P6yPETm0R/I/BoNu1lyBmGznF15uRys3k1JwO5lMp8XruOc8hMXBsnAaw85GL/U2C2XkxP2k2XXaNmIKJfhuUyWEdvK8nZ3WU+UWy8N8hhuEfp4pKSRAQDNLQBA6T6+IhtmQ0K770j6pMgz5ssy6XgZaLWTdVm1PM9TirSrkwFknPuOkr4ij8uBKg2g/pZqN1YG/b3k8XmzRLu75DlG1hvPyokyw2TAnEUNMphvvxoAfTEqBEA5OYtmA1kRX67Krb4WGeWPlT0PF8lpxZEp+shKOYuaZGW5rsw0+8jWyVdkz9MIOXI/S8nEtMCNZQX+fVkANskL4RNJC4o8t1GOtN9BXhz7ycq2lDKLAOiChz7QQ/LC6BD6fqmcSlqOcrLSP0G2FLrKFsqDqsxbMVMW8DuHfo+UweJLZfouebyelBdQTCvfQLY2n6ng+Qtkq/OH8jtHBZNl4S9Sa2ttvqwcTpPHvYssYLaQrdDbZaVwiOwFKARxDbJleI0s4LZRYp2PlD0BhPs9puJZLh9Jukfmq6NkpZVWfLtKerpI+0g5mb96yEJsCznT42IZWJainKzQbpOVTVsAVKWg/n+ZXpEzJSvJjEtTTgYbXWSDZn/ZIs9Kf26R5+42OUN0FyWZncjK75mC778v6S8yz0WDYZgM/qtkhZ1Oia6XvWKnSdo0fH8t2TN9p+xR+pMMpiJfpEtXxEzVrZVduiKtOheEe0W5vYXs9S2X+TlRHqN+st44WV5fpSgnG3mHSBoWANBfalaUlT85GSTsJcu+Q5Tvoc+i5XLJjTtloNZBBqDFSpbMleXQ9+T5uFvmgw6SfqzWGWA5eZ5PUSJTd5Nl37dlAPZ9ZeuhW5QPui+U5/wXsnfoYGWP/9uSRq0GQF+M0gDoDXkBd5a3XSoVHDk5lXNDGbycI6dZbiozTLUMirLQer0sDEbJi+cCmWnOVcIQ3WUGLKTF8oIeLKdCnicj5rVlr0Ns/xO1BnGzwjMGyVbZCbKyfF1Weg/IQu2VjOeeHADQWg99qG4yg7+kypTSJ6GfY+RFsY+8AJZV0HaSDLC2UeIZOUteCOWePUsGDF+XlXVXGVz+SeW3Fmvk8ThRSb2SNeQthatDv4o9v1n2rP1ZBgbrKKnjs78Mkp+VBVQh1cnj8qIM9o5VPk+tJ4Pk38pztji0u0W2qnLhHu/Ic3m2Wm9/DJJ5/keyl6pK9hSkPUa1cjr6vZJ+L/PTV2TQGC23tKv9q8r2PNbLnqJXZOD1R1lIxrY9ZEB4e0bbQnpFdoOfKIPRtqSnP6/i7vXVZANgllYNZL4saSNZyX5TBiCXqXRtsBlKPDBpXjpcSVmENH0ueze+KRtP1bIMRPb4fJbR5gNZsW6pRHacKcu7LyvbwzpFXp8bhGfsJns5ol74RK3lVn14l13ktfBl2TgtVh4kUtwC679khYbIeqCSNPO3ZABULQOiSj3+z8me4U7yei63fuJ6eUYew55yPbdi7zVJdh7E2j+vhnZ95XVfGEbQIG+9flvWZTGl/2PZK91LltVpI6le0s3/62nwX5RiEPTBNTXc3bMn38TBzsWOPkiTcBDeWTgz61s4OPEmHCB3HA4Q+xFO5+6dalsXPrsEB9/9DPgSDoy7BWeXdMHBZ/eQH3A9FUfaX4Mr/Z6E0wsn4nLwN4T798DBugen+vs8Doq+Bwc0Hk9yRsyuONMs0o9wxH1nHCR3d7jf2+M/oOcLU9h2x7X5y97rchsOhmxMXeviYN9qHMR5R3iv13GA5JGhXwNKDTBOubwbBzK/g4MxD8SBecUyDcDBf6/iAOaHQtvROIB9H5xKXyxYsi6Mw1PhegMH8+0crl1IDi4tpJrw3JfC9SoOZtwAv/c24WfWAZOLcRXet1I/P8a8tGF4903DtRH5mVY1mAfj9UH4OSX8P2aEjMMBnzEQtjcOkp0W+vpRGLspqStWBR4c7pO+RuA5/B4OSI9Vhuekrrnh56Lwv/Ykp7xXYZ7oggNSv4IznJaQBBIX+/kxXjuRjsXZNQPCO9STn/4er0txMOU2OGh2VxyoW+pQY8IYXRH6uB1tC8peSmWJB/+rJHyMxTwcGNs7/ByM12ux4HnhdbInCZ92xhlbJ5OdxVR4fE3MBPsuzhTNmqf3cBD0raGPX8FZsQ9j2ZYVYDwJy8vrMN99A5fy2Dh8fgxJIsw6Zz5EU4t45vRdeaJXZ/6AU9+PxJlR8f7FEgk+xXx9A04TP43ih6dGigk2Z2P5eDzOtConk3M44+t0PHYXhH6WS3DIYf10GtZbV5B9SkITzvjcNPRf4b1OxjLrLyQJKP/zafBflOIA7lZTw+969iyZZlhIR+E0yP1x5sXDGMT8GCvpuPgKM1im4UyiLjgrqxOOaH8LM+338YK+GaenprMuLsPp19uHn5tiYHE9XgT7YeZ6HmdgxToazaFvE/GRD8eHPkzHGRG34qwBcIbDdSSp7Y9hkNQRR+43PfAB9744heN2Wptj91qXX2JmBjPsKViYdcKK8VrMuEfiE4RHhu/+Ay+eNG2JQeFiLPg+xoDhQJzlMQILukWhP/HqgAVfx9CXc/Gc7BTusw9OBS5FzTil88Vwnx0w2NkFC6BSWXuPYyD6PhagW4d+b4vHuVRa+wlYIE/FmReb4HmNgGc9spXzJMwrH+JU6Q54vscVXGNpnYXzF8xfU0Jb4XkvBDjxGo7HtwXzTxrcxJo63TF4WZPkPLH079PCe9aRAJl5GKCkBU5UgH1SPydhJRLrjOSwgmiHxzvWhYmAp4VsSrcHC+2hYdyGkq8wPsG81i51vY8BflesyL6E57o/Sb2gdjjNty+u/dIfr7vHcUrzgZifetGap57C621Q6noXr8VyVc1+jfk2DU57l2kDlhs3kwDjMVR2Dh9Y9izHfLphG9o1hP5ui8ewLarrGbxWdsFj8inOQutYcI2j9VEyV4a+fgnL5LPIl0EjsOzbqaBdfMZ+eL3dit89nqH1W5x5lQU4bsOg61msIzbHmWQbhP/1JwFAL5++C4N6dUE4a+x0DAZ2wEcF5bDs+06RsZmF6wH9EfPO+Xi9tg//yzoaJz7rnPBuu+As2RFFnhGpAWcI/yp896fh5w5FxiHSEpwJfRXWK5fgTLltKX3Y+HwsY+/ADoOzgEW1tQxdDYBWnVYVQS7HSv4+rEQOxx6TYul7aRIuDvgxBh+9MUMfS3nP0wdYcczGoOcRvJC+hQHGgHDfYbRWevdiy7UKg49bMVDaDKeX74xR9s3kL5S5uFjffljJnvrAB9zx4hR677Q2E/ZalxF4UfbCSH3HVNtHsWcgXTBuMRYED2BmFhYi54fnx1T1a7HgT58hA1aaG+HDIiPtjlM21w59XYAXcrq4WR0e9w4kBfW6Y0su1g25Go/nFpT3CKTpEyyYtyVJj66Ubg3f3xR7hipNFV+MyzJEoDOKyvv8IO5zGuRUyv3nYEGVVtJrUj6t/FVcTiENbAp/9iR77H6D57Qz5usmLEg3wGCkc+rqkvp9PjYu2pPUcHohtF0HC+xiNVI+wLzfHK4WrLhiOYXuqbYNJB6mtlBP8t+/HgPLJgzkloXfCc8ciOd5MK1B5nUYGMzEyk4YCAzD4GQUrb13XbDyicpvKl6nwzEgWp98MF3II7/CsuT98Lz1SID7ZnjdZ/HVLCzvXqFyD2mka3HK9qd4vUcjZWdKl8VowvLkKSwX9sQG13YkRTpb8PwW1jJ6GHv0Z4bnbIll1xI8R43YWL0WA980fQvL1BHYAz0Zyz7w3NwFHHHmwzS25FYCIDDw2R/zwyhsrFaF550cxqCYnPk5BmVVmK/OwvzxR4oX7FXo53fC+2yNU9IXkBQazaJFGERejsdvY5xOv0e4Z7E+TsTerdfDvReF9zqR0gbj47iOXTVwdG0tZ68GQKtObQVAUzByvRYLwB9ihinnNgSDptux9f0mXgzfx1ZhOYWp0OY6bDW0w4DnGCo7fG8ZBmu3YgtzJAY9h5MU86vHCjSrL9NJtqLef+B9er44lfV3Wptf7bUum+AFdirFlegneNE/gBXQGhhQfYyVx98oXVdpBknNkCew8geP+2XhPUpZHSuwsD0nPD/St3F9poFZjVL0cwwa+mKB0heDpB9QeivkXSzg45ZPOZCwmv71VE/lnoo0TcN8+hWs3LOAqsgHQ9EjdRv2eGyNFe4WWPkto/Q23yK8LRn5HQx+diLZXo7euLjF2AHzc18sr5ZhBT8cr+0ZGBiCeTINigaH7yzACnYtDAwmh59DyAdE0WvUAwPGt/D6/BB76FZgoJn2aG5KIi9bQruXSbaNP8VekTQg2oLWxTVn4CKtT+F6ZTMxYIuAaEe8VgtpeWjzEF7TM7FHKHqKN6X43L5FIgc/CX37OpZl/cPYZSnvhdgjf1N4x77h++0JoPnMh2lpyfHSabswuHdiuubCO16LgWYzibf0K1ieF5Mpc7CuugLLoGho3knxwrWEZ5yJvWV12Njpi+VmKTk5BYOX+/H4rYvl/KMUl5HC43IyiWGxFIPG80u8Wx12QFxaW0vLagC06lQJABJe1FfgBbM9Rq5fpbI4gHdJthx6kXh71qqg7dzQ7nosCPfFzLEPxat0RmrEHqJbMVP2xu7QIyhe8CtNk/BCvwsX19oQn8a88IH3ue/Fqfxwp7X5+V7ZkTjNeCspgp5PsACMRwhsFp7/LB7PQtBVF/73KAY+H2JBGqvGfhTueTHZlkkEPM+E6xU8VxtiT8QWeIF/qci7K9w/CuXnMVgDg7yz8FZnKUXajAuXfS31WTc8B5cU6XekaRh0DSG/4vLIMu1asLIaQds8WKvpX0sT8Ny1FQA34DU3BAOn7cJ9stZuA/aKRkA0E29HN2DeXx8r7DOwLJhKfqxX+lqaum9nHL9yAJYpMb7sQ7wO68g/PqUPjkfZDxtpzSRxbW/jeLWh5IOizcJnd2FgM5Iklu517L3ZlAQQbUu+/BSO03mVJHZvAUkF7V1wUcbC8Rf2XsVYwRcwMNkby9rdKe6NWNX4xKkkVe0/CH2bfNbDtDS3BkBpeg17qB/GOwBrYs/ZrZSu3j4bb0tNSn32E7xVVsrb3IK3nC4Pf3fFgOqbZdq9jrfDXgv36BPuEbfismg59hr9BvPpB1h+nY89b8Xk7Mu1tWy7uhDiqlOpQoi1cvbNunJK6HfkbJhKaJlcR2grJenllZ5cXi/XAtpXzpTaUE7FrCS9vFlOGf2OnHbfO/z+lCo7MfgDuWbRJkrSQC9SfgbbufdN1PBTx+uSR/LPel4sZ0AcEZ7dWX7vv6h84a6cnK10iZx+3VGO/P+6nEFVmFJdOFsr5Eyoc5VkN3SVs0IulLOaGuQslazTk5eF9hfI4x7rlYyV6xP9SeaBHyq7GGGTzBt/C9/5kvz+VUoyrjaVsxuKZWkslbObrpYzM/opyYiJ2RrlasE0y9ll7eR6JnvJaav3l3hupFvl1NO7lJRRqIRqVD7LZTX939NEmW9fk9dHpZSTyzlUydmp+8klIm5Q62zFFjmz7yE5G/E7al2Hag856yjee5Is386Q+XNg+F4/OYMMOVvytnD/dJ2sQ5XUyRoip0j/Xs4yOkfJ+szJxWD/IGcl9pJLTWwrZ44+VTAmr4c2i+VU8WPkTM/2sjy5ONyv2BoqzFAdF57zVok2kjNET5U07MyHNPzU8frK4jrdo+KFHyO9Gd61V+jnzyR9WOL7OXlcbpCzqjrI4/cbZRemjG2ulMdvqJIsz1GyTC+15l9Xa/m1tqwTS5WV+UxJAcdqOVt2iJw5ltWuXCHjVaH/eQ/Qp9g7cD22bI7HHptSlnek90i8PT2wt+fblPf2RPfq9RjRV5G/xVUumv8tkhLvi7GL83C8vVbqHBhh6/Qf2JL5AFtZB2FLZkRGm/Puf5/rX5rK8Tuvzdf2XHell+d57NreD3t5dqX4oYTgWJ7HsZfn8fD3ltjLsyeOyylmMdTT2sPTDlvIO4VrC7K9ZMIelrTb/V08TluRuN5jcCt4TOdgl38zHqc3w/VGaN+ALb/NU9emeB6+gbPeqkP7T/G4p6/J2OpZF3uqpuB5/R7OnBiceoeF2CP1ScHPz0I/Iq0X2h5Ga4/Q8jAOU8P1Oua/SF2wB+F0Sp9rNh9bbWuSWPObEQ7OLdEObIX2xeO9DpUfsbE43HtVjsdYTeVpOvmHuVZKwtsZk3HcSvoaQ/GtpTnYO/QL7DmItBH2Ju1R0GYmyfp9Ga+TGCsVPbQ/IZF9LeH+0Tv0fPhsO+yBeZbkfKu4FZ8LbaJ36FUsx+NWWYwx/BPWD/FZs3C85d1YNg3HsvRA7HGOYyASfh971sM0NOfY8bRdGN+7Czksg4/AW3nFPC4rcDbbtXirbFusbw6mtLexBmcc/5HkUOzj8bot1eZFvGX1GB7v43EYSGEIyDIsG18N18s4XusTPE6n4jErlCvzsc57AnsbO+MwgztCu3Nw8lFc96uzwL4gxQFcXFPDSz17cgVWyLviLY59KR+fsxzvq/4FK5G9cWzP3pQX0HNJsrg+xAvrmPDcUsAFrPBuw8BnMhYSR+CtuVKKJ8YTRdAzGbuHD8LbNVmZApGagePuf5/HX5pK+51HM2nPsWxK/tZWscXaiBdQ3NZ6GwuUuK21K8VBZj1eSM+E62UqBzwNWEBGYfkSFrgjyHepb0Tr+WrG8/IGCeB5N/QnnpO0Bck5SelxFxbU74R7RKDzYRiL4RjopK8xqXf4W/jOEloDnZgFNzr0Y0zq59sYgJ+Igcl0EpCTvmIcyBokh2z+Awulb2H+7x3Gana45hT8nI23XZpT770WFlrfDvduwoAtfS0IPx/HCgk891tjsHgYpcHQh3jut8IKYkeKz38h/Q5vt+xK6ayTQloS7t9WULCaKqM6DEAGYLAfA737UR4Yz8fBt3PC310wP/yR7AOjGzHQSgOiGINyEk4NLwQQ87HsegiHFtRhuRMzP6+hdYDxAhx+cBfm9f5Yxh4Y+nc83h7aOgCgF07dmYF9uq4MXbgvvP/hWLZvEsZiCQZ6aVk7GceIXofBymEYZGxN8fGLqfBXhWdthZN5DqK0/mnEOu83WB4djeXN2BJtZpLEIF2M5cLJWFYUjnUMYXgWy8/zQj8vwltq5+MMsmWrAdAXowiARtXU8HnPnhyNGaBUQG6kCRj03IQnMHp7YrrqAqxIlmBGE0a0Z2EL9nq8mMaRZHGtQXJQYDuS7JV2WPh2w2j4VqyMt8cL4yBKB2ILK/8Y0zMTWzAH4b39UsFttXjBPxD6W33/+3R7aSrb7jyaS/YcWzJz7dPQ9lEMXISFxh4Y+Iwle3E2hv4+QwJ4qsP77kRpwDMP7+VHwPNG+HxzEu/ONuR7VAh9m0hrz04a7ETAswn5YGdZ+G6hV2cJVuwR4GyQ+hmX6wwcS1Ho0ZkW+rQWCbhJA51B2Es0teD6DM9vBDgDMcBJX/0wb1VhMDUbg4p3MY/OI8mAqgr3iFlHPcPVBY9/NQbx7cO9O5MPdmpT49QFx1T0xGumLrx7rHW0HgZdy3AcSryWhJ/LsMHRRD51wiDo4PD8BsxDdeH5TeGzJgyko5dh09BuN2ydp3lxOVaKnUL/ajDfbIXBfiw5UUgKbbul7ndnaH8ApddpjNdJG13TKZ8CH9uWM5qyKM5xWzIX021XxQsnPLar8syWjHbzMc/GJIViMSNZbR/HsrsLyYHF65KfHJEjKaEAfu/XsOz/c/isCgOaC8mXDTm8RmpwDOndOI6nC9YDg4CuZz9MY5MB0NA+htjCPH8vlveP47V/JF5nN5F9IHQLlrd/w+BrHQyEjgrv8xbZxt50rM+uDn9/F4OTUrsXEUD9NjxzPwxqvkxp0NoY+n9RGIMTSAyuYs+pwuNxBfYKDgVOq63lG6sB0KpTBEAX1dRwXM+eJdPvCukorDy+jz03kaGEt0jux1bB5PD5tpgp+5EEFB9DEhBMqv23MHNH2iDc62m8zXUERviFgvEPGDV3xsKwM3Y9/ggz/RhsfexPvvU7BSuLbiTp4Z1Cvx7EwC5ubb1630RufXkaP95lNCfvUQrz+/szSLa1tqMyIT0dC6G0h2dLKrPwz8BW0Lapa7MKnitsoQ2k9TZWua2c2/CcrUdrr84gSguDHTBYygI561Dc4/A+5ossgBOv4UXa/whbfQNJLO3BRX5fg2T7LBd+z2Fh1Y+kBs5a4fd+qSv99z1YyIHnsUcYl45YmPUOn8Wre+r3SzAfFVI7PK+RXzsW/KwnqW/1r6AeGAR1Sz2zmsSr1R6PVzUGReCxGIn5eyD57/wMXt/d8Xj0JQGiG2Jrfjitx7kfNqQWkczbQLyud8R8PCj1v3R5iEdI6gyNCNdAEu/iiNAmy7P7VQwE0jwbf5YqyzAby6VxtH29nEVS8C+9TstlckZjYjiJXNiG4qfOp+lOvB28U7h2xuPyF/z+1SRlFkbiIOAob/bA4DTKwE0xX34r3BdgrbMfpropx+M/35l1+nrFfoi9lFHuboCN0FsxiAevzZsxgE/TiSQFIutJstZi9tdCzGeF774Cy7BR2LP7YWjzI2ww/wXrgqx5PR/LlMVY1/wc65r2ZANPMF/fgbf5m7BO/TXls6qXYE/ub2prWbEaAK06fZE9xPSkNmGvw/3hmoKF1SZYGV+I96TbZbQFW6lPkLhXZ5PU8Ygp5h0z2kVagFNB78EMBV6MP8H76j0oba29gr0rLanPvoGZrC8WSFEAnnvfRG4IAOhre4zlZ9ii701S02Q3vJCayF4sK/BWzQAszHvTWug1UhngKaTG8MxK40nStKop0o14fFbFGl6OQUpb+9uC+9ut3BczaBmJZ6OttADPV1vfdTnubw/aPq/zSMBSR2wJVlM6+wWSzKg0/RX3f3ey06QjRe9VY7hqsLEzCoPxTcLzo7cp/lwRnrkcj3MdyVYo2AM2DCuffuF7aU9XTWhXrKZQTzzny2ntXesRfsZyFlNJPEMK/Yv3iCC3PwlIaw73nYe90GA+64CBw4iCq0N4v/nY2/sxBuYLw/NH0RoYjcXj/gYG/hNpm8d0FvbuRi/tm6HdWuRvSW9OviLNYTkXPcMv4nkaST4g2pDWvL0Ay+dnwvUxnsOdUtcIstfwGyRe8JfDu+8S3nMsBrsXn/0ITU0tnP/znTk6AKBlOIv0AewxWoHl6vZ4q3BmuH8V1g+/IFnPH2I9cBce3y9hnp2PQZcw0Pw7NjIjNYZn3hp+9sbA8pMwTovxtvqdtN4+no53Na7B+qtdaH8qBnJ/w/qkUH8J673zMc9Vh/H5IzYAZ9PaWx/pzdpatlgNgFadvggAWoIZ+37MoA0Y7e+PY3jWwAuliqQic6S43fJQaPsiXhh74dihbXC64V/I3o6rx4Drcbww38YCdffw2dDQdtMifa/B+97PhOttkuq46+EFtnORtufcN5EbX57GPruMps8eY7maZLtlLby/Wy6Gox57zZ4Of7fHwvJ3eOxK0blYmQxKXUPx2JdSym9hC3lY6GepwN7VtJoKaSEWzqVAUzG6HgOcPbAsqATs5jC42B3z7Y6pK247N4b/ZcVXLcQW+Yrw3RF4a+JbJIHHhbFd8YptIm0R2vYjP6ZsGpZ7HUk8SP2w8u1HAgxmYiX6CQZYPWjt7RyDAcKf8DZjM5XFzHXABucNGBxNJQFFw8jfut6cBDQrfDcmQryMvYVdMGBIJ0MUxibOwZ72Z2gNiHZOvXch1WCZ9xgGRJMxuKs7+xFamlryPEBpSpcVuQ9vc6+PwdAWWAauQ2s9Q+hbDH14C4PhdniO2+HtpJ/SmidrsEF9G9YpPUgA99qhH+tnPC+HdcvVGGC1hHs3Y914K8WNtpk46eJOPOfrhXfaEAOkwj6uDoL+grQqhRAfwKDnWWxhxADgXSmtVGuxlyZ6eWbhhbZ3uDYn8bI0YmUe/87hxfl4uF7AzLsTFpDR4wLeWz2SfKSdBXj6YGG6U7guxYDpR+R7BmLW1IvhuU/cN5Gml6dRv8toNt9jLI1YgJyK3cSFyzeHrcNXU9e74fMYePhDHHiYZdHH578VrmdCXyIdhItilaq9UYuB5mGpz/rhgMSLKZ3hN5NkyzCd1bIZFgTFKIetmAEkAr5Sb8380KdViZH4Z1NLSwtNTYVRN6vp/4Q6dGBxu3atqqFXQh/hTJ+tsZwpjBUpRsJxJ4di5Ryz+jYNV9pDmsNelKmp6wUs4yL1wN6JH2F+nk3roP6PsWzNpdpthDMYvxb+VxhfF7Mmx8LKI4xux2v8bAzK3iy4lmCgUrh9dhcGdsdhWZUGRYuxEZpOmBhLIpsnhHdMxyx+ggHbTuR7iAppEgZCvznnEXKNLcz/+c5s37fryu2y9cgGy5+QXVi2nB6aTFK76BUsM3fFxvaWRZ4F3n7+IZbd88P9O+GQi28WaQP2Yl2DdUP0Pg7HADALrEVqxgHWv8WAHqyr7iO/LtNqAPQFqdwA5rBb7n7MbBPwwtw/XGnQUkjpIlsPY0btTeLl2YPSLvzpJIDnSWzpbUUCeLam+FZCTXje0ySApzcJ4NkZo/d035dhd2wzTuePgOdFDNZGYnfp8nsn8tYr0/jxrutw8u5jeAALxmiVLiAf7LyGBc9oLIjjNR1biheF/4HHezIGOm+SgJ4Y27A5FnYXhnG4EAuzSC0kKebvpa6pJDFN9Xj74nwsMNKLPocX+wfkHy76NsmZV4Pw/vZ3yQY0dViwfYq3Wx5N/W9tXDb+EEp7Ae7BmR/r4nmK166UTm+dE/q2QXjHTahc8T2K53g05gtJzJ07lyVLlpRsl07nXU3/fOrduzdrrrkmVVX/d6M8G8umVdmCvoKkNML65Gc2lqJGHF9yM+bZdTAv7kX2elmG5WvcQnsYAwPCdw/HadMxSlFYtqSTHN7EsrIPBjp9cAzh8VjJ58gviPoSlge9SQDRHKzQL8UxUVV4/NIeojQgih6i4di7MhI49pxHqGts4bc/25m3+3XlsdC/wVhP7IFlflpf1GFjc3F49/EkOxG7kQTqFwPPM7Cc+QeW8+vgmJ2DSA4izaLJJIUcY5zS4TjVv3fG9+fi+XkVG/5vYxm8PwZVu5Bt6AlXpL4o9Vl77MH8IZZtqwHQF6SsAazDgCOCnoWYYffHTDWixP2Wknh5HsbAYSsSL88WFAdMS/BiiaDnU8yUEfDsTPEo+Qh4ngnXW+QDnp2wUsx69jJsDUTA8woeg00x4Nk+/Iz7sGffO5GbXpnGT3Zdh+N3H8Pb5AOeydh7sRUJ2NmK1nvGy7B3JQ103g7vEl3Xm5EEIseAvehO3xCDmzTYeR8vruEYqG4Yfm6Ehen+OOBuH2xVRoATAU9WZdtxOKh1IrZIj8GCcRJ2RX+auj7Dcw4GhP2wt6sXti5/ggVSA8lWQlYm15zUOFVjK/hELHCrsHBYQnLuU/rnPSQnY4N54Cqy3dUxRubz8J0bQl+3AI6aM4eNlixhrYED6da1a1EFvAIL03QWTWfKgyJhRdmBJIi4UorW5Koo6P8UwCaJuro65s2bR+/evRk0aFX8QP85JLyGR9K2w1HBfPw9vFaGkV85vZSXVngdH0R+sPz62Hu7Q0abxeTHEr1MYhzthL0WhfV0ZpEPiD4l2S58Exh1ziO0NLbw3M92Zlg/+9BjXOejGGDNxrJwTwyInsMy9BwSr3sT+RX4P8VrOe5SbIJ5/w1cNiB6+udir98/Qv/WIgFDW1G8ftMEvKV1W7jHvjhBZ1+Ke6FyYSyuD8/ri71IR5PtFVpGElv2EJbVE7HH6qjaWn68GgCtOkUA9ElNDc/17Mn9GHx0wpO4P2a4YtlhMeMr7eXpFdpEL0+xiPZGDBgi4HkNWyC7kYCe4cX6Tb6H563w3LSHpxjgmU2+d+cdzKzbkACeL5FdNv4z4Mx7J/DaK9Ppuus6fLa7WXYT8r07o8lXMs0YXBSCneVYQEU3ewQ7aUungaSOTtqrMzf0sRDobEACFFfgxfMB+SDnUywsBpOcZxSv9fCc1ZN4ch4L34+gJwYgDiWxVNdJ/T4UK/cbw/OGY1AzNVyzQ/s+tA4sXYtw0B+Ou9givEch0IlxGv3D84aEny+Ed90eW2dr4KDWeSRgJ1414R7VWOksCX+v19LCnz75hBEDB9KjX7+8A0GbodXf6Q2yKizU1gy/t5AcMtlScC0lyY7qiOezH8l6E0nKdLyEeeKz0KYn3oLoSWVB3VPDfXqG51QaCN6AlV8vKgN4aVpBkiHWFhKwcOFC5s+bx5gxY2jX7t9hU/S/i2JczprhWoPK4wPnYhnfSHJGYH+c7bhFiXYREJ2C5cJa5zxCdWML3/7ZTpzer1urWMaoZ2Ls0LOYH4VB3p+wzimkj0nA0Ivh/fbDBtIknKCzcUGbWLvoHzi+dCD27hyE9cP1WMekgWUOA8LbcPxOAzbajsAyKL5PDMiPtDQ853oM6LbDBuYhlAbBM3BQ9V9ra5m9GgCtOkUARE0Na/fsuXJrazvKC8ZLSKLxtyTfy1NKTC3Eyu0ZrDy+jAHP7pgZSwnJu3DMypvkA56dMAgotR33XezJmIIV//apKyvzIdIbeE/9NbwVNeLeCeiV6Wy96zqcsPsYNqF45tQleM/5Xcz8Y0iAzmYYOGUFlc7FBcnewwBCGFykgc5GGFgUvvPfSQpLTsWKaiT5hzeOw9tLaWAr7PqOAKkYyIk/R5FYXq/igmZTyQc4vUmAzUhap6j3wnvdr5AAmzkk2X6DSYBN4c92WIAtIB/UREDRAQvz9DUw/Jwa3rERW69Lw7NrsTAbVl/Pn6dMYY0RI+jQpUteTap6Ei9UHLf4WRX5cRyR2pEPGOLvERTF77RLfR6vSqg6vG/0CKWBUxqcxc/SAi56oAp5uD60jX2twtao8FikvV3V5NeJWRQ+i1c9VrRdSVLe2xd8pxrPxTKStOp2wJwVK1g4dSo1I0eySefO9Ar9LeT7K8K79Q1XC153h2PeKyaTJuM1k+aRFrxWSm23gpXXfPL5sn9G3wppRejviNQ1gMpA5fN4jUaDY3CF7cA1e9bE639tKs9k/BSDjo2wd6gtmZd3Y77cjPxspkk4UaU7cNO5j9LU0MxJP9uJPft1Yyxek7dig3KDgr5Ox7piSeqzw3Fl9TXwGC3BHuPoeV+EjfQHsLenIdzzDLzVFNfOdViHrY/lwQNY7zyC5VUMhP89rp8Ux/4jLHO3xzrj1vCcLhjQHIH5bFtcrytN94W+vIKNxvkYdB2Dt8iqw70LE4Im19ay9j8ZALU1u/W/gl6ldBBYFo3CMSh7Utlp8JH6YC/HCRhotSUbaQAOcL6a0oCnkKow+Ng5PHM4lb9rLzw2P8Lu0Mvk/d+tqxyHVIr644V5KZUdjRCpBxbEJ2Ghsx6VV+DtQtjCIckiqCS1vQpbHXthC64Q5JSi9qG/W5EPcHpX2Od1MIhNK5KBlAbSc0OfNyDx9ESAswbZpQUi3YyVez8Shdkb81dfEm/QqKqqVmM3laRwXgQ2wmPcLnVVp35WYWEaM6nSCr8dVijtCv5Xlfp9HknBvmqSLcDOJGnfVRlXc/heehyaSJIMOqbaNhS8ZyOtwVMETjFdfAX5RxvEq4V8kBVpebjmZvyvkFaCzKoqluP1Ny31v+4kRSl7YKu4kcQjV48B0TmhTTfMH/3In/d6rDBXYKUbQTDYWh+Mt5MKwfQaWCm+TuJdFJ7HnthQGEU2gK/CnoypWJk243nsh5XcaFobDv1Du4/x9tSnYSy7hO+PxEZN2hObBkfCivZdbGR0DN9Le37HYXlRKJOnYAPnQzy3a5NviG0Unp8ljx/FIGgBBl9pb/ePsMf3Tjxn+ysJsZgd3vOHmM83JwkrGIG9Vh0LrgjMXsSG1cLwXulQhrVIklDA8Twf4IDm3ngrvDBJ5pd4e/xubEi34C3H+7EuWhPvJPyY/FjVu0lS73cKz7ws3OMyEtl6Dd5FGYT16TAMqPbH8/5N7DDYBuvc6JyYmjHeX5T+Jz1A/0wE+Z8SY7CqdOY9E7jl1emcsNs6nLBbqVj+1fSfSvX19UyZMoWRI0fSufOqVEb611KOfI9LWyh6YtpaA6kBA5feGHC0ZTvrc6wA47ZbdxJvWeEWX67g85n19cyaMoVLR45kVOfObIEVvTBYiaCltuDvJdh6j4quLzYMdidJn1+ElWT694XkH20CBi3rY9Azn8TbOC/13bh92YK9idUYKAwJn0UPZyNJdfEhGKT0xkr+eeyRWjuM1XwMkFrwnI0g28BYgWNvumIANo2kvtZoWm9RDwzj8xEGAw+Ffk0P98vyGI/DwOgjku34N3FsylwMPjYgAUQxVb8vybE46eSON0O7/kCPcx8l19DMaafsxB79uzGShLeXkX+u1qthLNckP+xgS1ofxfMxSajDC3jbeE0SQLQ9+bFAkZbQOmu4L+a7LnjOemDQ1gunrvchP1v5iXCPdhj8DMTepUjjMPjaKPy9MLR7OFyLw3utib1l74TvbR/aDeFfo7//Jz1A/0yaiVFsN4y218KWz95kn0sTSXiraQVJ0bHhVOZJeBVbgKPCVe77kZZjxhtK5QI9ouOq/2qYt5r+namtsTRp6gXssMMO/OAHP+CII46oqM28efNYf/31eeedd+g1ZEibn9mf7Gy8chE9OQy8qnBF9rZA0dexUtohXKOoDDAKewN+RXJszLYYPBVuieWwokoDor9iGRi9QWvhLZD9wmcLyQ7enx7aN2GQAd7+uINk2zZ9PULiQYrbqIRnHoS9Bt3JT1R4JPyMGVQRGC0Inx2LvQ7LSRIkHiQ/ZjANiHbBafffxcByDgZGN2GQtALL1nSc4iFYzk/DGaE7hbHOhb+Pw/I77SnaDMcLRb5/DYOoKdjDdEHo/3rkg6L1MWj5Tmj3OQYlMV7nZ9hztDUJKNo6PD8GTkNrQPQkBrs7hveahddVNUm5hJ+H938Rg6EHwr36hnEYG+6zDon377Bw5cL7PRzG/x0Sj+gLeDfhNuxp+mfTag9QW++Bmf7d1M93SFzq6+OU66/RWnBHy2BiuMbjYLBIG+PCfweQLbya8SJ4HqeQRuqDo/h/TekDH+uxYPsMW13RSvoarQ/2i3TGPRO49dXpbLbbGObutg7rYmZeN1zl9tY/wvv/66WugUXeL03C+8rD8KLrXeb7aZqOBV7/cl8soC/iafhPpn93D9AXofHjx3PSSSfx0UcfUV3tFdnQ0MApp5zCbbfdxooVK9h111354x//yNChQ1e2O+mkk6itreWaa65Z5Wf/9a9/5dZbb+Wtt95i6dKlLF68mN69e5ds8/9jLj6nsjVZSDm8nRFj/doiURdh5TeCpITDhpTfNm/GsnPb8PxxJCn4R9L6uCBhoBKB0US8HROpGgOai0jiE5uwZyorazQdc/ctXPNmFAZlk0mSNqLXaFL47rjwdydg6HmP0lzfzNOn7ES3/t1WJopET9HUMA6b4nEdiQHRD3D8Tr/Qp7SX6H2ScIA0KJqDY49+gWXoayReopewx2kj8r1EcRV8igFmH/IB0TskgGincK1Hvr5rwWD5SQyIHscgcAOSpJ8dyY6vWogDwB/EIHYJ5o+v1NZy3uog6FWntgCgHGboNNB5l6TGzAYYsGyEGWoCPsX2EMwI80mATvqqJSn/Pgi79zbBwGd/kiDKT2i9AD/Brts1STJqvoQtjH1IUPPntD5s8+PwPml393bYnRnbghf/NCwwJgF/v3sCU1+bTvXuY5iy6zp5bX+GrYY049eTpHvH6894oUXaF++xj6I11WPv1nQMnO4Lnw8NY/ZNXLStmLBuwYt1F+w23ZhEwO5C6SKIzdhzB/lp+ZVY03fjRb4Vdk+Po7LChivw3v8W4WpLwOW7WOmMqKB/aWrAfBSVzX8zANpjjz3YeeedOf3001d+dtxxx/HAAw9w/fXX069fP04++WQWLVrEm2++uTLzasKECWy11VbMnj2bPn2yQvfL02WXXUZ9fT0Ap59++r8tAPpPo5gVOYq2Fw99DMfTjCGpTN2PytbPtfjwz7VJvO9jcNxjsdjBZVju34TXOcBa5z1KdX0zR568I+cN6N5qS2oR5IGiV0jiwbrhEhmnkJ/UsRQHI79GAopmY2/a56F/J2OZHdd9CwZO6W2z6RhEbo+B16U4fvVMEoC7GMvYmJX8Lkkl8HgtxrGHF4T/xaziCIaewl6sbUkAUUwo+hTr2GFYD79JCOiureWN1QBo1akYAFqKAUwEORHBLyNRohuFnxtjr0n0etTg7IgmDFIi0JlHsk9ceK2BF9xTeHL7k0TVf4BBg7BiG5dxdcdu373xIviUpMLqJ+F9upB9aGEMgjsytI2p3hHwTMULox8h9fHuCXz+2nS22X0Md+y6Dl/BIKQv+SAnXrGmTX+8gEaGd5yCPU3HhvefHq5pqd+nk5zl1AtbLNMwwPoqdhePwgs7y60+K/wv7SKvwu744zE4+Tz0cW74Oafg7xhPEGlXDBJ3weB1XpFrBglYA8/9D3FQatxKqCf7CIMrsSBqh0HeNjioexvySVjwL8EC5imSWkPbpa5NKB3z0oJd31V4u2SX+nqGT5nC2hUo3Rg7ElPRu1D5Vsus8P2eZfpXSMvx+upBvsK78cYbOfHEE5k9ezadOiUJtwceeCDdunXjd7/7HQMHDuTdCRPYcH1XRqqpqWHAgAHcdNNNHHrooQDMnj2btdZai4ceeog993SCcQsweuRIzj77bI499tg29LY1PfPMM+y8886rAdB/OC1n1c7iA8vdJqzUjz/vUZbVN/PUyTsyakDp3LuYrfoS+ccBbYANwVLbwzMxULoj9dkaOFv3KLLX7QwMhl7EoGNSqt0FOFOrEHQuIt9DFA2zGqwnLsTbcul2zVgvxLIwL+Ox3QXrqcvxTspPSWTF6kKIX5DiAN5cU8OnPXuu9OxMxnuj65OAnI2xMorbKCvIBzjxmhHajqM10BmGmWw+rasNf4gVQnsMqAoD8MaG+06ltTfnk9C2GoOkQpAzBjPgFPIBTnQDz8YLa02SoMHRGPCsjRXN4tD+xrvf46PXZtBj9zEs2XWdlWnb3UkATryGYgUnrOCnhes5jOTnkGTSDAnjMwzHDaxBklnUROI+nRE+n0dSJr0LSYbJYOyi7U6yUFaQZCv0wAt0Lkktne4kJ5/3Dn93CXPxRpirtUkOr4wgJxbk64QzqPqE+8cg20fCnI0J/WohH+zEAmqxDzHFeUm4f3SVjwrvvCSMQ/y5mPxMpY6pPlWTv8W4nCRQtib1cyn53jiA4fX1XDtlCqOC0s0BLRJ1TS0ra/jEbKcW8jOoqkkOx4XWQb25VPtlqbadwrj1JDm8M16dOrSDqqqV92nG/F4VxiumlmvFCoYPGsQfr76aAw8+2MUWFyxg9JAh3PvII9TW1HDsN77Bc7W19K6uphfw5lNPsdeuu7Jo0aI8z87GG2/MAQccwPnnnw9hnL9y6KH06NqVv153HT2Biy+8kAsvvJBS9PDDDzP2y19mBUkA9XMVAiAB0+vrWTRlCmNGjqRbGwDQh1jObEfbvSKfYH5va7sWPL9tDTD/X6eNznuU2vpmnjx5R9YuA4C+CLVgz3QPkoOoB1BZpmsTBkkzMR/HaxdsyJYyeuL25uOpzzbDhl6hURdpGdYTj+PirtHjtRHeQdiG1UHQ/zQ6Ge+vbow9KRuTHLRXjL6F6xqsg8HNVtibsQEGD8UGcjFWtF1xzMw47CL8IUl9imLPvRC7HgeQgJu9sNU/JrTtVKTtWlhprEUCcPbGqYsxZTVr6T0Y3q0jDsiOKaLj8FhFsJPlNt4XZ1h0J6nOOgyP07DUNbjgnaeTFIHsSwJu1sGp/PHvmFrbO/Xs03HsE3icBmEAsH/4brSY1kz9jO/dCwOD6tB2IB7Pr6buk77idx7AHrSY/dIXC5nReF5i+nF/kjTk+Pex2D29DIOU3oRaPGFc+4fP+mDe6hP+rsE8k6Z2YRz7hDHtS3KSec/wrj3xnHxEa6rGgCKG+dZhwVcNNDS1sO85j2a0+tfTLb/Yk04dW6+oCKKWETyNXbqw2xFHcNV11zHmYFcbue2WWxgwdCj9d9qJx//wB/qssQaqrl4JIF+fO5cOHTsyqWBbq8saazBh7lzeSH3Wb8gQPn777ZVW8DY/+AG3HXJIXuo9FADCIUOYQVL5Gmx0gIFGr1TbRgzK0/fLhXYHkwTVDiGpXRSv6zD/dApXR8yPnUKbmFrePbSN1xSc+tyNpE7RMuwZHYWNwHVCP3uSePp6Yg/AW5jf+mB+exvLt80w+I78mv5ZT1KjJq6Darzuv0RSDDX9/36hf7/Ehf/S63ApXotbk5SDiFe31LyMxHI5LQPqQru1SGRCP/I9KXfhlPV0Kv+A8HNU6rMs+bkvNjSHkcjAtUgSXIZCZpX1T3CNuEKjMl7DKK4nTsXe52jEpg3ar1K8gnqUO8NobUSPxl6rYnQDDuYuNNxj9txxeLst8l93kq23XTFvFzoM9sEe6U/xeHfCvH4hno9/hT/0fxIAfULby69fjgvutXUS+mA025bMq0jHhWtVIhBexAKhrf3dCXtdBuP+niYvhB2qHN9Uiv6KhVZv2haTMgQz/RDafmr7iXhxDKTtlugbJIK8LXOzL+ah/iTZEJXSrSSnjLclvboeC4eojLpjsFLJ/H4DK7moBLtgRTiO5Ly0KVjQxvvVtb7N/xnF9Ftw/1ZgL1ovkqKC8X8//+532XbLLRkwaxaDhgzh2Ouu41vHHMO4qip6rVhBl86d8woSxro04wqe2VmiZ1XVSiCeAzp16UJDXR198Lh16tuXqr5982oECQOg6K0SHs8IrLuQCP7eeO5WerpIzqCKHrM47i0kBRj7hXvU43lcgL3Ty8P368NF6MskkpPex2KgFWsS1WLeW0GydRspeqa7kdTEKky3B1v4kNRoivGOXcK9O4TvLyG/uGUTBuczw7vNwlu/nUjOJaxNjW0nPOddwjvEzLMlGDzdHL4Ti1gSvhvB0Jokp6HPD8/7AMvxDiQe4fYklaEHhWfujPmkKTzrXRxfE4Er4XtpkDQUG9Pj8Dwsw8bO9WGcY/xl3Bk4QZ6fYVjhnxn69Dk2WB7GcqYujPVQWgOjEdgoXh/vZEzCMuYzzCfVGHilgVEER8NwEHvcXXgKg80ZoX/Dyd5dWAt7gtqT8Mz9WIY3h35GMBQB0iCS+nnn4EDqiTi7a2IYqwEkYGj/8HN9klinqfzz6X8SAK0KDfwCbQszEyqlVQu9/GLPjEpyVajtCcOmdiQHpLaVvsi8rFP+K5nUi+LHpZSjrMDvSqgzrc/3qnTLYmjGZ+uVadOlQzs++MWeFT7hn0tdOrTLA9BdKB68vtWmm7Lxxhtz6403sueee/L+hAk8+MADdAcG9+/P8sWL8951+Jpr0tjYSOPixXlbYIvnzWPHbbddKaSbgPaLFjF8wICVxwBcWOEW2IZf/jKDSbwRMa5tIKWzGXPYWMrhwNesVPpi9ChOZ98tXBtQGbgW9iw+i5X+zjg7Z0DGd3MkICoCnANJqhDvENpuhflVqe8tIX87dxL2IIAB3nbYA3IUVqJZsXLx77cxKGkM11hsCO2EgU6xOL1FGCw1k4CR7XEWWC9axwPG63Na10raDJc/WTv8fxYGSTEecR4JyB2Uar8u0Fxl/hoavv8ynvcYmtCVxDPTBwcbD8JzMzr06RUMHqaGd4oe+5EYhB2AvfnvYQ/bmNCn+zE4mh36M4QEHO0SxmIIPr1geOjvIlyx+WMMYDtj2RlB0Vext2cUBrQnh7YLcAbaRxjY9SPfY3QQBkODw5jdiY3ShRiIfYiB5FqYn1dVXpei1QBoNZWkGCH2f3k69Wr6/09VVVV0zdiG+nek73znO/z+979n1qxZ7Lbbbqy11loAbLrppsydO5fFKbCz+eab06FDBx5//HEOOcQ+zTlz5jBx4kQuueSSlffsAHw4cSI77bTTys9+8IMfrGxTjIYMGdJmL2akaqzo6mk7wN6D7POhylEVBiKlymdEqibxpIEV490YDGR5X6tIPJaFBtmzWLluR3al+lIlLM7F2yVb4y20dN/HlmhXi8dpMEm25haUH+scrrMU+7o5SZboVkXaN2KgMguP0W/D5w0k7/pjlAfOm8L308khMbFiFt52GgX8DntI4pbp57RORnkUe1mWkhzPcSQGFuthr9Jk8hNgnsJe/OkkB0A/HZ71exyHM5/8eNT3cczOZ6H//TFfvB2+fz4OvZhJfkbz38PPxdj7ty6el/sxiDsdH6eRLhvzdsY4f1H6z5Bwq2k1rabVVISOPPJITjnlFK6++mpuvPHGlZ9vuummDBgwgBdffJH99tsPgF69evHtb3+bk08+mX79+tG3b19OOeUUNtxwQ3bbbbeVbevq6njzzTfzPD59+/alb99ShRTyae7cucydO5fPPvsMcGp9jx49GDZsWJvuUwl9EfOkEvCTRX0xAFkV2nEV24GV6qpQd+w5aStVYy/EfCr3ykePzHAMQvbHAb29sUdmMa1jczqQVL4Gb4OuwGn2G4ar0CsYQfOg/8fed4dJVSxvv7ssGZacw4IkSYqgJEURBQRRUcyYveYc8V6vYs6KOQcMmDEgJkyYEEGSknOOCxtg8+683x9v9/aZmTMzZxbv97tet57nPLM7c/p0nw5Vb1VXVSM8l9s2yI+sFQR4uptPa82sBbfdFEm/Q8CwJQQoMyAwtQ+0TdgUspx5qRQCbe9B4AUQYPkXZNW5ybzXCE8ZQlYpC4os2FsDHb1xB5Ra5lzI0piLilveY1ElAKogFUIhhj2hydAVwf05voFCAAdBmkQsJ7VIImTm7gpN9kRJw7y0CArtPwxaLEGJZkd+B5I/9mMrpBlYp+pkaAGSO1/LUj60+NsnWQ6mXGMkHw1DaGugIvEcJah4FE2y4/G/Sunp6RgzZgw+/fRTjB49uvz7KlWq4LzzzsOkSZPKARAATJgwAWlpaTj55JPLEyFOnDgx7PT1jz/+GG3btsWgQYMq3K5nn322PKoMUEZqAHjllVdwzjnnVPi5lVQxStYH00st96JsLMtcovjrKnDbhMlSM4Qn2U2GWkJblUGixSylQeBqAGRJ6giBr3h9ngJ3ztxgaHvN5h+yeZZsypj/FFUCoAgiJERzoEkQ6zMbSqr1lCnXEBq8ayGAkgMXeuz9OxcyjdqkWDUhLeoIyOE5BeHn/Xj/zoUiFGZAE6s3tO8+CppAeeZ+G+q823NlmraVQnuph5nrKEjoF8NF2OR5/l5v2jkBMp8O9lz7wiVfzIdzyvQ6XJ4MmX0PhvMx6INwoW81nXzP9TGk6fWB9qaHmGf4+SeFTPkCU+9IU+cR5hqC+L5CNO//K7T3PQTyozjC9FWiBZgC+S7shJJ6DYU0qCCLaykUMnqkKTcYwYHUjXBHsVjTfhDaDr3nYGj8OwcsB2geFcBFCAUVKiHT1tpIPg+Qnc/1If8Dv/HYsmULxo4dG5YPCADGXn01DuveHWvWrUP7DLk416hRA0888QSeeOKJmHU+MmECrrn11goB1BxTZvxtt+G2224LXC4EvWsCuehLS+GcvJOlPyALQbIAYRf0nskoYt6yFbGBWWfniigNZUheubH0Zyob/+3uBPG2HxNRRS17KXCWo/+f9LfMA3RpTg4K0tNjghuvw1s1iPGmQYsgDY5R7IQYc1VzXwlchACgQa1rPqtGlLVOaDU8ZQsQTtXgTrG2ZfPh8rjU9pTNQzTjrGbqrWKuHIjJ2r38auZd9yA8v4xte1UA9d9bgJpzNiLrqC7IHdwRVeFyt9h6/SKGUkybSz3tqgn1pY3qsGWLfMpHUjpcvh8LlizgiXRQjGxHIzhtpNBzZZt3iFU+DfJdaGXuKzKXBaOl5nubD8VLdeEiGIrM+xZB4KMAzhGzFC6Cx7Z3H8hcbaNQis37bvKU8YJGSw0gi2QbT9tKIcCdZcqUmrZuhxvzfQsL8eSaNWjbvj2q1qgRFuFU4Pkbpqyd4ynQHLLhqt77SszlfVYxXJLKqp5yXqBo6/T2pzc6qoopY8O/s3ftwg/TpuHysWPxzeLFaNkl3AukCMC0jz9GvYYNMWDQoPIT5SOFvXWOBYCd27dj8sSJOPmGG4CUFFQzZWy+J0sW/O/2/A84ZSLNU84CN6/oKzb1pnjKZxUWYuuaNXiifXu0qlEDfaA1U8W02a7lb0zZqubaCecj0hdSqjLg1n+aubZDTre2/6tCR/KsMuUGQk60Ni+WfX4aFFm6HW7cyqDQ+H3hTh9vAscPvXzxA1Omlnn2j5CFYhAExLvA8UIb1l8NsgQvhtZ9LfPbbebdDoezhNs2Vff8/brp05rm/2VQ0tojIIWhNcJTC9j7VkP5aGp6rpchfnsUpJTVivi9mqnrA0hJqGUum5NsmLkaAxh951fIzivGF9ccin2bCT5mAZiE8JQFP8Jtn+3r+T5SCfjevFsduJxmr0NgZAhc1Gg1RIO4Z+AiFetAcmkVgBNMH1s5EUmLoMzR6Z7rR7jT6OvFKAfI2TkfLtVCFSi9wmhIiYsV2boyNxed/u6JEJ9++mk8+OCD2LJlC7p3745HH300sJnaAqCTc3LQOD29PLlTvYhP7992MB6ELC82Aigd2uPsAWXere/53t5TG2JyoxE+UQqgSXYYZCqMzLdh//8I8r6v67nmmroOgbay7Pd1Iu67DBLSdlEAWigHQs5/DT2/ea8V5l3rmvavem8BNs7ZiFpHdcGhgzuih+e3yOtZOE20DsSIpkCm0QPNZy2fqxjAv+HyRdSBO2iwJ2TpaoFwhmOvb817WYZUG8pGWg3utOaG8Gd090HC1X5fbMp2gDtYsDaimesqyEJV3XMtgxhfB8gC2N5TxsvUJ0Nbg15wOsP0WQdIELSAEwBWiOyG9tetIKtq6lsLMdV9oLnUEE5gWeH1m2mfFYRVIAfGIphTpgsLcc2aNWjVvj3SatQIE9RZCGeaFsggon0WUNh7SyAm5y1rwZcF1/ZKiSibh2hAacFaqufd0gAc3q4dcrKycNktt+Dc66+PUiJsMkZvWdsHXipGNBAu8/ztLWvbaRmnF8Da771M1Zat4vndPj+yThYWInPNGlzcvj3W16iB2hCArwKXVNIm2CxDOMD09lkqXA6WEBxoLvK0NxbjrwIXwWZBdEmc+71k57RVDIKSnXOR4/5nkHc+B3m+dy7bct6+jlWmJtz4WHBMRI9x6zu/QpW8Ymy+5lBUaVYXtaA1lG1+t+Xss/zqqgXHd/PhLId2jkQqtIDmoJfX14b4vS1nxzmyj6yVz3sVQLzHWy6yzmoIl2lWri2CUyCtYujt26pwMtQrU4tyc/HF/3UixHPOOQfnnXde+X72/0965513cPXVV+Ppp5/GwQcfjOeeew4jRozA4sWL0bZt8MDvF5B8HqAbkrzfUg0oQ3BF6CRzVYRerWC5DGg7xtL1kNZ0BVJwSYKyj0b8XwppGEEMvj9F/L8HwbaCjoj4PwSZ14OYcY+O+H8zZEUJEsVzW8T/8yCwlcjEfmHE/xshZpAoLB1QUjgvfQ2BNL8w93iUDSVHPBpiLDYPUCtEa19tIv7PgZhVOpLbMiEEatMRnqwuCNnt3HqIPnpj49q1cctugphcfcROGupHRdDYWCaczJbLVrhILqvhBqEQBFSLoPwshyB4Hq9PIYfTkeYagGDMPQRtwW6CHFSPghQOv7ENwQm6UlNmIGRtOspcNreU9/5in8/nITeAIdAWrg0pL4MTisURf1sL7GnQPBwKWVWOgHxFCj33+P39O+QG0MKUtdvqdg0UQoK9MOIqgMK5v4P44xHQ2BwEARFrjY68rLX+RtP+zqbcL+a39yiLWb7PlQdFnk02fdnN9PNBZnwK4VwN/K534XI8dYcU0CMhC8ueONdOUxZw2eX7Q24WpfB3r7Df/QEpVoDmXhfIktTN/G4t5/si3LUjB1LS7E4AoXl0KrTu7D3b8edT0gBo9+7dGDZsGNq0aYNzzz0XZ599Nlq1qmgGmOTokUcewfnnn49//OMfAHTY4JdffolnnnkG99577/+XNlRScNobB7OKOBQDWrQV3cPeG0fHAypYLlnw4qUjE9/iS/WhENOKUEWjMFJQ8f71WjGTpYpypupwETPJUkUdN1PgIoCsBTEoHQFtF1WkzucQLLopFc7iCQisbEbsvGGR93vpHMjBNxJYVoGz7vrRbkhAH4BoYJmovxpA1gcvSAtC1kLyIpLP47UMssoOgZuLB6YI5OyL+GH7r0PnfQ2Gf16mWLQb6vuDIR/RoJFrgBSjdqbOgxHcUEAoF9Mp0M7GAAR3ol4F7VjY9vaF//jnQnP1z6SkZdTkyZOxc+dOvPHGG5g4cSLGjx+PI488Eueffz6OO+44VK1a0ZiW+FRcXIw5c+bgpptuCvt+2LBhmDFjhm+ZoqIiFBU5D5Pc3Nz/SNv+DvRf7rdXSZX0X0MVXSqRPkLJUEWPCUhBxROuVjR8HojOxB2U6kLWjIpQ7wqWS4GsThWhLogNcphgU/HMCtZZFzrwtCJkLYjJUgqidwCCUgdUfJdkb6lCkYGNGjXCVVddhXnz5mHWrFno2LEjzjzzTLRs2RLXXHMNVqxY8We3E5mZmSgrK0OzZuGZEJo1a4atW7f6lrn33ntRr1698ssmSKuk4PTX8hCrpEqqpEr6b6f/PW0y0u8tGSrei7J7S3uTGgFbtmzBtGnTMG3aNFSpUgUjR47EokWL0K1bN0yYMOHPamMYRYYQkowZVvjPf/4TOTk55deGDRt876ukSqqk/02qKGPdG4acjPOvl6wDa0VoI8IjUIMSIf+1itS7HtpSqkhffYuKne20G9oa8ld549N3kE9NVpLlCFlUPoOLwA1KiyHfLBu1lww9DiUD/AnJje1uKP3IfVBqj3hRspH0MXS0xQQkPy/OgnxWn4T8gYI6tG+DrGSnQ4E0i/H/DxAlvQVWUlKCKVOm4JVXXsG0adOw33774ZprrsHYsWNRt65C+t5++21ccskluOaaa/60hjZu3BhVqlSJsvZs3749yipkqXr16lF5Qf7qZMPYk6VihEfcBCVrpq2IzlJg6q2I34h1yk02gWIISjJ5IJJv81JoQVTkXLKPIYfQZPbqAYXczoMcUJNJPAbo0MNm0J57Mgs5G2JwxyF536Vd0Jg2QHJOxYQEZi3IBynZPEA74CItk8nlYvNY1UdyeYtKoCSeNgKlDoLPpx2QkLWRpJGO20A4g/dGcq2GHFF/gMK8O8EBI28UWOT/v0J+NUdAzshD4c6gKov4jPx7PBTiPhTyKxts2u5NpeD9tH/vAnA8NOePhPP9qInYzs82ncQUOJ+awyDn4N7QPI7lBG0dku+AhG1XyG+kH9w5ebGcoO3RD4+bsehhyvWGnJPL4O8EbSOsvoDWaRUo2KG3uTLg7wSdD/ms7IEA273QnO8JlzbhM6rfIx2grYPwSsgRejy01nrApTiwKUC8l9fReB4UNQozHj0gR+ZGiHZ8tvXZPHULzfgAWq+HQj5MxYjOM5cL8ZNcCMjkQkEzgHwxj4MCKbxt8zo/Z8OdF7cCOt8Mpo9tgIu9dxf+fEo6DL5x48YIhUI47bTTcMEFF6BXr15R92RlZaF3795Ys2bNn9VOAEC/fv3Qp08fPP300+XfdevWDccdd1wgJ2gbBr9/Tg4aBgyDt5+3Q+ereEPzlkFMpg+UaC8yDN4mfDvc8386xLhWQIPcE+5k8MiQwSkAXkJ4COFKiEnsBxdCHxkCXxfAxdCksc+tDi2mfUzZVogdBn8vXEh68bvzkTd3E4pH7It2h3VAd2hixwqDXwgX3l4bcsysb9raxbTFLwz+Frjw9JoQ41oNOQl3hJxCI3Nv1IRC4L+HgJINO98AdyrxPpDzrX22Nwz+EXOfDeVOgYBXXbiTlxsiOgx+LaQN2lDsanAJLxuY+trC5SfxhsF/BjEKb26WLabuhlBYum2vN8w8z5T15oKxDCnNlG1mxqY6wsPgF5n3SvVcuyGmXw1Az8JC3L9mDVq0b48qJgwepk25iBbeIc/vNrw7FeE+LKUIz+8UGeKc4nmP1IjvCxGtATLiHm+d3nsSacopcH3gJb9cTn5l/UBQEE03MnQ+JnnC4NfVqKhnz38XpSL58HabBsICEyBx39l1ZtfrVgQPX/fyhWIowi0Up2waHP+yvKgWxLNyENtykgagxd1fI3V3EapdNQh1WqSjlqlnVpz22tQEDRDNd1dCjsR+lp5UTzkL5L1h8O+b9/Ubn5oQX2mEaPmyAUoZ4hduX83U1wzhcs/KsHchi2Vknanm/uYQH4sMg9+Rm4uX/q/D4CdMmICTTjoJNeIszgYNGvzp4AcArr32Wpx55pk48MADMWDAADz//PNYv349Lr744qSecx7EnC0CzYQmkf0/Gw4Ne6k6wgWTRcvfwE2SEBxi9S6CTXBCNA3SEtcA+BzSoOpCEzgXEk6R+UysIAyZ3xZDE7ipKRuJzv1yOZRAeYTmwk3QdIjBeLUBb92NqMWSl6LwzZmmnM1B5NVAckzZyEWRZ97/ZzhAkwKXCNGalbOgcfEu5LXmqglpeRlwmlmBKZNm/s4x5W39K8zVDC4qwavd2fBXm7jOCuzd0Nk0KyALyf6mPtu+bNMOq516kylmwZ16fTA0L7wJFFtDgNBqt7atIWgehky/9jTvZTXnFCgctcRzbTdtteGpLSBg2wUuF0gpNO/aI1x7/828U5mpLw0u5xHg9vSreP62OU3yzD020V9NhFuD7H0lCPcN2GPexUb62ASBqRFlixAufMog7S/FU64WopmXzXPjfdYeAGMPPRQnX3wxTjr9dN9EckD4vMvcvh2Hd++ON+bPR/NWrcqVgVrwB102SaM3j1GWud8Km0jrq82xU4RwYGXD9o+H8ov1gMut4wW/s837Wr6wEkqTYLX1Q+DG1YLUNGiNLIJTGKpB2zs7ICvOcEhjj8wllQbxulw4MJ8NRe8MhhxnDzTP9CZCtHzHKim27FumHUebOht6fvP21QrIimd5ZwqAcZAlZDQ01225SFD7HVzizJqQZfgb07eHe/onkrZC/NWraD0LRUedACkosayQv0G8yM7R3ZCl9lQohL2K+dwB4CO69Bd5EG/1ApsfzLsdh/jW4aXmed5EiO+Z92wXpxygc7Zqw+Vu22Tacnicd4S5bxXCwc1v0Lg0TFDnSdC6seAmFYomPADxrawbIIPAn0l/yUSIDzzwALZs2YIePXpgwoQJgXMSWQtQUARZBmeey0H0URjPQ4u4KjSpD4EObesLl9HWWga8JsaV0OFwgBjcIHONgksrXwJnYvTmTJgAZSnNgJidvbzHGdi6vXkaNkKLt66p6zBz9UL0RA/BAZN/vzMfX8/bhNyR+6LnoR0wGGJ4/RE7VLXMlN9h+qIl3DEYhyLxAgkBeAJKyDjEXIebd05EJRDYaQZ3FEZPBNv6+BDaNz/SXAMQLLqG0P51Olx+kUTvaGkuFA48zJRNJvT6bqivh8Ex1yC0HRKWQ6F+rVpYiDVr1qB9+/ZxFRtAQKQMzqoYlEKm3roQM09mezIPGte6SP4og7enTsUt116LZUuXIjVVs6CoqAjXX3893nrrrfKzwJ5++mm0bu2SElx17bXIzs3FxBdfTHorNR9A3q5duGP8eEybNg0bNmxA48aNMXr0aNx5552oV89/UzgEYHdhITYHHAsvbYPAdkVST2Qj+TP3AIE3v+zCQaiiW/msYH3/TdT37q+xfXcRPrtyELq1/HMsGX8HSlZ+B6G9SdXyf0KXXnopLr300v8vdVWB2xKLJGs56AsJn0gwkAKnBbSI+G0mtL11MGILyqrmN+/vFti8gPhgwFu39Y6qByH0IGDAZpG1W2sAcBdSELTXq8BZtJYgeb+YVAhQXImK+Cy5VP/J0jGQ1lQReivxLb7UG0qfXxG6uYLlmkIA01IyzplBgV0kpUKm7YpQrDwzQejlxx/HeeeeWw5+AODqq6/GJ598grfffhuNGjXCddddh1GjRmHOnDnlB6L+49xz0bdvXzz64INo0CC5QPFaAFZv3ozNmzfjoYceQrdu3bBu3TpcfPHF2Lx5M95//33fcjZvTkXI3wsyGNWvYLm98a6saPTNXx38eClRGPzeUBH8M54HoRWQ8tsZya+9DyALWkfIf61twDYQSrq7BeGHoe4DWST3KlorDv3lANB/C9WABqwi1L+C5VIgK05FKNkEXpFUEUBR0fwiQPKgyVKyTtNequhi+F9iyn8leu2113DNNddg8+bNYcEOY8aMQe3atfHII4/g66+/DotIzcnJwUsvvYTXX38dRx6pVJJvvPEG2rRpg6+//hrDhw8HAPTs2RPNmzfHhx9+iPPOOy/ptvXo0QOTJ08u/79Dhw64++67ccYZZ6C0tBRpaZWs9/835UNKWUVsB0shC/5+CJYp3kuTIEDRC1JAg+ZUKwNwEQQgepiyPREs/1IBpJjXgbbZ7GUdt+OVWw850pdC4GNf6L2vh78SUwK5cyyHzgN71POblZP/Qni/EbIIL4G2G5dA0W7zPfccBh2RFPyMh+SpchVWUlyyO6SViRD/ZkQCJfmJ7/tPUNVagSbcSSedhCuvvBJTpkzBSSfp0JjMzExMnToVX3zxBX766SfUqlULXbu6tHtz5sxBSUkJhg0bVv5dy5Yt0aNHD8yYMaMcAAFA37598eOPP5YDoHvuuQf33HNP3DZ9/vnnMc8mtKb7/wT4yUPFLWVzIP+6ZF2uM6GDVA+FtPZkWMTnkE/gwdBWc/0kyl4BWRn6m6sPgrU9FeF+OAdBFvz9EduatdvUtQTAidA7WiDRB8p83NRzP6EtxU2Q28EmyJfnNU8bbDa6Eo8BaDcEPOy1znz+CrlMWOoC4H7ogNQyyC9mTYzLxkvPh3wPr4S2vHMh/52Vnk97bTJlrNUm17znFeb/7yGgs8zzuRoCS00hq5E9L+9MANdBFtHpCAc7SyA/udoQwOoKuZDMh3zCbjJtXght9S9ExTKdJ6JKAFRJlVRJ0VSSD9yzN4eD7AX9azNQzYnzWP4iNWvWxOmnn45XXnmlHABNmjQJrVu3xuDBg/HYY4+habNmSPFsf23duhXVqlWL2taKTKhaDKBxq1ZYPG9e+XcXX3wxTj755LhNb9WqFTLN3+lwFsmdO3fizjvvxEUXXRSzbAgSfDlQHpXeCL6FMRcKDbf+a0MQ24pajPDghScAvAMBEeur1xcu6CIP4X6IXr/EmyEH1tZw/oiHQ4AmGy4gwPt3FrTV8bppTwoEwI4AcAa0JbvTXJmev+3/6yDBbzcSG0HO2AdAfofbY1w2yACQAP7AtLU/NL+2mGur52/r8G9TGZRBgr85tO04AQ7o2E+rNjSGghLs0TxVoBD2nUhBIXS+5A4I6GSZe5pAFo+2EFDqDgGT/eD8NR8DcLXpgzLIytPecx1k6nzWtMcCxA8BPGT6ItXU0RHyOxxl/rapE86HHKjToTMHn4bGuyYEcrpAwPFk8397078/mj5uBoXiH2T6oyEEHLtCQLKr+b+V6eeFUJT10ab/R0LWqJaQ9cv6yl6OP5f+lgAoG8mbQf8wn12Q3DYLIaflLkh+L9Oi+M5IPu38D9AWVAckl19mB4TC20MLJJld6tmQOTQDYhBBmXcxNPlbwzGMoP20GGLALUydDRFcE/0M8lVqaq76ActuhBZ3Y2hcGkF9HaTN30MMoYGpz6ZASDRGuQCmITyctAjqs0aI39dzIaFho0tqQf5gQ8w7VMRP4D9JWXCnxgOaU9vg/NJsNFAKgNMvuACDDzoIyzdtQrNWrfD8K69gzDnnYGtKCrYXFCC1Rg3Mh0vLYHOw7Iyos5DEnpSU8uR8BFBQsyZ25OdjEUwKhYYNUbthw/Lf7VXg+Xu9aa/1q6oKoDg3FxccfTTad+uGs8ePxxpzr43I8z6rBOJPF0Nrvxm0hqsjPE/Ndjg/RPsce17Vi6bultDc8B6cuQexQ7S/M5ftYxuIEZmCwEZqpcEBhI0QoJiM8Ei8KnC5m6qZTwskLNkIs4WQcK8Jt65sFJlNo+DtWxtevxMKXmgace2COxuwtvlcBZd5eA+AGZAFo4W52kP9vd68x244wLbR1Gt9G3dD/Ko1BFBaQ/4z2+CsQOuhQBnbF9s8/dkFig5ra/r8O1NmjXn+5+Zdq0LjvtW0bzjCAc/vUGLJldA20qum/jTI9cECib4QyOkIgZsUKGnhcogXLjf1p5rfU+ECWDqbq5X5fj4EQD+Ei5gtNb93g2TdMAjodIWAnV3PLwP4CAr+WAiXPqQnBPiOhgBPd4T7HC7Cn09/SwCUYa79oYm7v7k6ILYQexKK+kqDJkKPiGsf+AuSbGiS27DYfeGQsL06wN/H5lPIhFgMMQOLvL2fHeFv/r0GEnyAJnEHuMnv/TsyHuV3KEwxB+qL1tDEfQtaHN6F1xLh/fWUua8Y6qfW0OLOgNNq7P9t4A643AHtdW+FmEM18+yW5j4LjFp5/m5p+mwqxPysBlUNYn6NoEVsGVvziL+bQeG0axAe1p1ufm+NaIbaxHz+DuBWiMFaZp8CjUNzczVCOECy/z8JmXJzER7unwYxgSZwwMj7WQoJtiKIoUXm/Khp7rPgyBueugQyVdvQ9Mg0BRmQtlhg2pEKILVqLVT51+bylAiM+IxF3jDxyFQMQcF0qKo/HNwFlwwtxdRV64AD0Gn//fH4a6+h//DhWPrHH7j/k0+wCUBK48bIycoqj+bcDYDNm6O4uBhLs7JQz2MF2rp9O/YdODAMGOXu2oUGTZqUg45X77kHL/lsgXnf68nPP0dvzxbY7t27cflRR6F2nTp47sMPUa1q1fK222SEFsx5+64xNAe7QXPVm8eqBjSP8s33tSHe8yO0NnpA1qNmiM4ZswpKBlgXLsBjFSTg+0BWoJaInkN1oa2IBXBzsh4UVt4N8tdoi+i5WxsCKEcjfC2UmTqHQfzIu168viLPQnljvOswG+J/3eHWZDqilZejzLO86z8FshRZHuC39fU1gHtMX3Yyny3geFEzxFYaLoP4ZFtoDLx8rxk0xgNS9O4XQ2MFCCh9CfHVfpDMiMVnI+l3CBx0gCJ0LW9vE6edgObtZ6Ztw6Etss5w8sibniGSNph6u0LbcV0h2ZYO8ZEnITmwCuLrdaA+7wMFAZVBEdPjTR80N3XtgSyYC+HyOTWBtv2SNQIEob9cGPzekA2jm52Tg1Xp6fgdWtALIHRfC0Kh+3uunnDWoj2QMFkYcW2GBqobooGRDay1Dl/ey1ovqkILzZoFLTCy1qZ1iN53XQ5NwhRIgEUCoy7QhFmH8D3e+ZAWshYSUI3hD44aQ0L6rrfmYd6CzWg3qhv2HNIeeaZsoWlbBsJBUQacxpcNLezXIAZqHeyskGmIcFDUytxnweA3kFWpLbRgrInZ5sVpCgeImptxsqbqhyHGsQ/EPLZBTGcbnHWhsSnXBI5ZL4asI53NGNRGtFndaq+1PGXrQtoXTdn94Jh1pBnfWiEA57dhQVgHKJ9KB0jAZSN6+yAb0TmqALcN0Q8u71BkGgV7bYDLv5RRWIiX1qxBl/btUadGjfKkgPby/l9q6rdUy7y71dRs/p6Qz987zTulwSVUqwPNI/pctnwxpKVXh0uK5g2Jf+aZZzBhwgQMGzYMK1aswBdffgkAmP3bb+jfty9+3rkTbRs0UHbjnBw0bdIEb7zxRvl21pYtW9C6dWt89tln5T5ARQAOHjQIgwYPxj133okaALJ27cKuXRaC+VOrVq2QV7MmygCk5ubi2OHDUb16dXz22WeoVSu+nY8AthQWYteaNeiYZBj8OtM/FYm0y0XFHIMrqWI04N5vsCWnEJ9cfgh6tvZPiWDJ+hTVR/LBFmWQQ3IqxKcaez7bJnheKRQVOwsOKDeAFFXrC+VHJZBP2T8hvx9Lp0FpTVr5lCG0w/KVuX6Ay0U3xrxDa1SGwf9p1BkSMqd4vtsFhAGilyFwUwQJdguI9oOEzNlwqHwSNEHWmzLWKrELYiyRoOhEaCJ+D02SQyEGtgTaWnkTKDeTt0e4tehMCGmPhPaBDzb1WlD0mvk7BwIDneAAUX8IuOyAEPqhkCC04Og3yBdgNSR00uHCa+uY9naFfAaOhMCb1+nuS/MZuTe9HZrg3aGka8fB7X1bZ7/15h67v18KZ+JeDQHDcZCPQAGi9903mvGz/+fBJULsBOBS6KiAuqZu7z6/d99/u3nf5ebqYvrqSPN9CGJIkf4FyyANHKa91rnvfjhLl6VihAOiq+G2HftB43Q4nHboR6VQsrN/mDKHQHOhPxIfPVIEzR8LmA6G5lpjJHYmzTb3WPASdPvM5m+xW3DJMPNCSBGJ5ag6duxYXH/99XjhhRfw2muvlT+7zwEHoEmTJtj5888YMGqUvqxXD+effz6uu+46NGrUCA0bNsT111+Pnj17lkeFAUBpfj4Wz5mDCffcU26RaNiwIRo2TJwIoCZk+Rk6bBjy8/PxxhtvIDc3F7m5gq1NmjQpD7f3UgoEJHMSd0kUBcmRFYsqwU8wWgatrWZIHow8BWcZslt4dnsx3rNSIGvzCwi3Yg8HcAFiW4ayIeVxOiSPLB0IARG/+bIbss78BDmoz4T46C7IcnMbxGe8ZAHPdHP9BPE3y7u6Q/xzcES5jZCl7SvzmWnaNhSSDw+Yckd7ysTaut0b+lsCID9qCA3SYM93pZAQtMBoFrQNsQli/vuZayXkrX8NZCauD03srQi3FL0BmSrzIOtAe1OuEbTV9W+4vDuFpm6v5/wX5rtiaOL/Ai3G6yEhagUtISHvtRYthPboV0KT9lJoIV0LoXpbL+CsLasgp7nFEDiAaccFpuz1UHRA5PZdKVx0wmpTB8y7Xwdt7T0Imb/9qAyy1FwH4G1o4bcy7/ENpJk0hpwC/WgGlM/HgtZe5rIC225TRZYvgTKjNoQWfG8I8HkXSSpcfqZ9Pd9/AVltbFRJvFDZanCMrAA6ZqUfksvlkgaBl2wkn6KgGtSPlgqhsQpC9VGxvDHWYlcRSgTK0tPTMWbMGHz66acYPXp0+fdVqlTBeeedh0mTJmGUBUBQNvu0tDScfPLJ5YkQJ06cGAZKpnz8Mdq2bRszoisRzZkzB7/++isAoGPHjmG/rVmzBu3atavQc/9XqATRx6AEpeVQWHp3iIcm84ypEA+3SqG1mHt9VPyIkIJzAQTg20PW5X4Q3/ez7RVAvPMPSHl8z3zfClq/X4E4COHrNx+SNXPgsvYvgnjqOqjPLocsKva9S0wdv3qupRBP38/c0w7a1jvFU24jBHQs4FkAKSgDoC3Nk6EtqnshB/tUuNMEpkM+Sxbw9Idk543m7z8g+XQZ3KkJ0+FAz1KIXw4F8Ayk8NkN6c2QgaEWpFx+AflDfenTx3tLf8stsL01oWVCoMgCoylwvgn1IWBwJcJBhaUQnKXoRegQTUuNIeR7DmIvxlJoAo00/zeHFuJB0Hla8fZJ8yAEH4KsIh3N50FwCyWSrnhrHj5ZsBmHjuqGqoe0RxdI8Hcx9SYSvssh512bhyKo9kQIyHSBi6IIStY3Ilkt7e9KhUlkgv5vpaFDh6Jr1654/PHHw77ftm0bunfvjjlz5iAjI7idpG/fvrj66qtx+umn/9lNjUsVHYtEloR4NBfO5y0ZCkHgvQWkve+H4AEiu6HDg+vDKSi9ED8c326hL4UAQAG0zrtCCktkzpgQJORXQIrfCogffeK5pwEEKK4xf5dCil+kq8JSuG1qmHe+EQ4QrYPkwR9wsmE5NCbWX+k9qJ8b3PctcrML8PblB6O4df1yoDMH7kDm/eAOXG0O+QvdCh3jtBXhYGcOBEx6QoDMXvtCluXvAFxi+sALeNaZ9hwCZ0HuCWfV3WTebTnCLTxF5vmDzTUA0QCwBDIYWAvPTMh6dgTcobvtEU1lpo6PIbmxCJqXBwA4KzcXYyu3wP7vqTHcEQ0boAnZBM5Jrg0EkvwAkPWwz4B8aUbBOWW3RWJt13r2LzLPSSbCqzq00JJhlBYfH54i60iyZKMHkqUUaEFWhJLpk0r6a9OuXbswbdo0fPvtt3jyySejfm/WrBleeuklrF+/PjAA2r59O8aceCJOO+20CrWpAFpryVo3QgiP7koGiv4GKV2Hwm1r1k9QVy60BfsJtL3RARJmAyBwYoUhIcCyLeLaDmnms80zq0Eg5mZoi2YTorepvd9thhN4taHs78dBPG6tz2WTFDSEE9J1ICE80LTFAp0VEJApgviwVfj2gywTNSAQ1RWyfl4IgZ3lkPBuAeePeZ75bANgBHQGWRsIrAyHQE8upNztZ/ptpPm7q6lrvvm9JYBXTNsHU3NkfwjoXGc+u8EByVwIRFwEWUJuN33fBgIhoyELTW+E54HKh3xpLOC50zxrP2hu3Gs+vYAREACcBQd4fkQ44Lke/oCH0G6DBTxfQ3PY+oaeCfX/tYi2jm+HrDvWypON8ACKplB0YAv8+VRpAaqkuHT5m3Mx9fctGH9MN5x7sB9mr6S/Ov23W4BK4A4CjaR27dohKysLt9xyC66//vqo3zMhAVQbyQH/IkhDToeAhO0V66Dt/Tvy2gUX+WJ9pdLg7xge6Wy+05wFdmX79qhXowa6Q0K0Hvyd2nPgHOVXe9oGSGs+CAJkO+Gi6Ozf9t4Uz99VIMWqKdxW9DY4v5XqcCkjapnnrICEWitIcNucOzDf20CFFhF9Mc3c18i0cZsp09C0wV5t4Q6azoOUzkmmrTtN27wgx/vZDHIHWAoBnD8gJXCHqcvrY2kBz76mnSsRbtVZAOds3h0O7NhPu4WdCYRZdebC+QUeACDzvm9RkF2ARy47GMe2qV9uhSiFdga81p0lptxBCLfuRIKB7Qi37syBrPP9IXDo5x+YauqcB1mJppvyhXBnOFp3jzII0HSBdikaQOP1DRzo2QiBuSOhMb7fU9dRUHi+nVezIcDzOQTe25j2FUOWf+uLeS7kC1QLlU7QfxpNgZBzpHNqPHoMGpQR0EAF7bhiSLM5DDL9dUFwRvwBxCQGm/LJIOALocl2MJLLtDoXcuC2C82GWwdp820Q47em23iOq17KhsI+9/Nc+yKYOf1lSDPyMrDOCKY9Hw/1Syc4ptkR/pY7L30LMYF2EVd7qM/j9dUVEAP3hvR7P2vHKLcOcgBvFuNqaj795vTDkN9VIzj/peoQ07FhyfWguVoN4ZaLJQg/hTwFmhO14M4a8v5ur1xovdjw7lS4k89rwoXZpvpc2xAeHg5Io60Kd9K4beP0tWsBc99qhEfHpcBFsKV42uZnmSlBtJMlzfM2+twfhCxI8ZJ9Rws6bJ2RWmgxZDVYBVks6iM8NP1ruDQMXm051dzbFhJgBdD4doLGfRvkc1EFbm3XMM+wOVxsqHfkdQeU92WDuRpCY3mAudoiej7Xh4RoX7ioIC/AGQ2tG/t/BsKdsu+DsgIXQnPbrtVzoXVu123kuqP5fjU0Z2xU50GQP0s3852fr94HAMaaOjPgAM7p5u9OiM3/R0JCPR0uW/Tx5u9OUL8fbPpkH89zFkL81jr894MsQn1NmQXQvE+DwNhS87zW0Pbdo9AYHQL5+TwBWeN+heTO3Z42joYSG9aD5kgenIXnWki+rYO27D6A5miKac+d0Hx5DtqWa22eb/nhNCgVykpopyQHGsOr4dZdH2hb8VDIn3M4xMPfg8DTBCj1wbGQ9c3Szz79vbf0twRAV0OZLo+AOnkUXLh6LGoM5Ux4GFo0wyAwdBTih57mQwv8JchE3Roa5KGm/niOr1YzuhFiOF3g9l3jASJC5uwfIPScC3nle/d6Y4VB1jZt/ADOKbsWFB0GaKF0gb8Q6QItnKegLboUU691KO4D/7N0QpCW8juUIGsltOj3RTgo6gkxVm+7O5h3+Q3KLLvW/N4e0fmWusIxV0J9uAJizC9A/gUhaDwjNclOpq66ENM4xNT1tflcDwnRGogGRt5rEKRRboJLfLYBLjS+HvyBUR0IyBZD4zkLEmbLIKZpc/vUQrTgKoIEURkEUNdDZv91nvsfMc8GNLYW3FhrhRccFECMLc3cawW5X5SGBTlegW9D4auaz0iLiAUtkaDA5jCyvh+1Pc+1lwXcXkuN1+pS3fRl5Bws9LTfzi9rJagFZ82p5rnHXtkIB4K5cMlW65t2piIc0AEuqaG37GbTzlmI75PzGdR3FtCWQGM7CPG33rZB/jpe4EwEO0bjEkggtYbWQNCt5qaQwGyHaICTiEZDa60TEisXXkqB8ra1RjBfRS8NhKwaPRCuOOZB4xWvDbdD4CPSOXsVFNJdE8BO84BnIYWoO8RnPod4pHcsCIGfS+DST1SHthkHmv8vhpyNO8AljJxt2vIJnPWuESQPTvG8w2eQ1aYWBLgnQz5Ry6F+7w8pAK9C/NLSseb/uhBYeQTiwQebdzrJvN8oiPd76UWIZ74LJUNsC/m9TobbkhuGaN/PNvjz6W+5BbYrJwdL0tMxBbIGLYEG6Vhz9ULsSZ4HCS5rvltjyo6A0H8/xA4N3gZZD2y+g42QYB9qrkHwZyo09UyH877fCAGEwXCAyA+IhSC0bU2jP0GTrzU0WS0g2s+n3SUAzpo0F7/8sQUdj+2OjQPblYeCRppkI5l1AZy52ZqB/zDtsU6LFhTtj3DLRZ5p8+8R1y7I9OoFRPtBjMoyjXwIFCyCGMca86wVcJlKvYDIgqQmEABYA4HVupBAsQ6U66Bx8IIjL0BqDzGJL6GxKEa4/8I6U39NRIOilpBg6QtpRM0gQRjpO2G3CKrDAaP15vkdIcZ2MJTfZzuifTbslY9w6lxYiBfXrEGXdu1Qt2ZNlJq2lpnPyL93R5RvZNpitzbKPJ9lnv8zTdlUOEBht4hiEU17l3vKpCO4k/tGU189JBd+X2zq9eYbCkqlqLhmWVBQgLVr1/7Xbkf+1SkHEsxN4aJBbS6wRGOWC1m6VkPzyVqyHoBApR/lQxa86RAI3AGg1f3fIi2rAP+8dCAuatsgqkwWtLU0DeIn6yEwkAlFSz2LaL/KPEimfAJZe3dBfGgUxP+yIPDj5dOEgPZkc62DZMkYyGrVHO6sNy9ozTL3v2neqwdkHTvV9If3+d71thjAREhRzYOizM6FgFysdUlI3j0PYHJuLkr/5C2wvyUAiuzAFdDEmQIBhBZwYGgwYm/jEC6N+OdQqGNthFuHYll4bFkLhr6DSb4GB4gOgD/ztYDI7ttaS0IQQARzr3e/eL5pd384QNQPEjiXTZqLT//YgtuP7Y6zB7ZDFqRdePepM6GJ3xcOEPVGuJa9BWIaSxEOihbA7S17QVEvc/9aaEH/A9rvt2DI7ssvgQROB4SDov0gM/ZxkEZSAy66w6YVWGLakw8xMwuKlkLazIXQeT2tobFZA+dg6XW2XG/GpD6clnYclLdogPm/DAI1a32uNQgPQ+8OWSnHRvRhMVxKfguMHoADRg2g8bvXPCMW7TFtewnq54FlZThl+XK0bdoUzRs1igsS8sx71IHLLhwEIBAav5pIPg/Q3oRM/9Vo586d2L59Ozp37uybK+h/hQhZe1tBCkQ0DIhNRZBlKAvhmeZ7QUpkLNoC8Z1/wR1tBIjfPQBnUfHWMw/ySZkBAZnN5rdUiD/cjnBQ4QU80yH+WN20KwWSEfs88C1ydxXgw0sH4oC2Dcodjy3gmQUBsmHmGgptKzWAtu/s2tkAAZRPIMW6DqSEH2PKWX+f9XCWlTLzLhb0bIN2JMZAPCtWxG2+qectSN61gkDPaYifryzLlJkId/zOORDAirQ65kHK6xJz79emfbsh5W5sbi6GVQKgilMQJ6pdEJiZYj4J7VEeC02ueCHZedBEtNahtZAwH2GueNYhuwi8YYPp0ISxgCiWCzIhrWQ6/AHR4RAg8oIx76LYDS1UC4h+gcymvQBUmzQHm//YiuuO644rBrTDRIhh2QgtC8a8gGgetND2gwNEBZDvwQNQf1oqgSa8FxTNhxZcRwgEvmfe/Q5owXn7sBhaNN7w09/hTjUGZKG4ATITR1obQhAj8YKiD+GyVVeFtJRxkCndj4qg/r/ZlAVkru0CAbeTEV/gvwblW+oecXl9BPxoC7R118tcbRLU46UlEGi0WzpbtmxBdnY2mjZtilq1aiElwGnslfTnEUnk5+dj+/btqF+/Plq0+E/EvPjTAkhIWx+VZOguU947bzsh/pZTEaRA3A6XG8f6KV0BrfHIrUKbT2eh+ZwDt0brQ/4pV8JZKizYmQMJ0znmu8aQYrgQEtz3Qsn2UiCL7y9wgGcOxN/6wEXG/Q7xabteCxANeKpCgGewuXqb7740dZ76wLfYsKsAZ186EIvaNsA3EL87BOKNwyFFzgv4rZ/XHAiIfALxya4Q4DnGtNFv/Eoh4DUZcm3IhpTzMaZcfZ8ygHjz15DD+UeQEnm6ufrBn9csg2TfdEhR3mLKXQVt1cWKwyTkQ3qH57vGkBvGWRD4+084QVcCoDhUDE0cu1W2ERL81joUL7ybkCXBgqEfIOHrtQ5ZzSEPmuBe59tcU7cFREsggWjB0BBo4t4GOa55vfstIPJaiDZDi2WwuV6FUPw9iAZ1pdBC/wnAxElzsOuPrdh5XHc0GdAO6RDDOxXy8m+LaCo293hB0QrP79ZprpdPWUDgaRkEhj6CFq6lHqbNoxBf2H8H9VGaec82ECO7FeEH7EXSRogJt4H6217tEd9PIgRpYxkQI08mFD/SVPx/QSSxdetWZGdn/x+35O9LBJBdvz56NW+OWkkC0KWQZaMfZMk9EIn9eoohoT8NLp9NL7gghpPgFIYSSFFYG3EthBQeSxlQqPSFcD5qy82n/XsdtF4aQSAmBcqOfwPE0/6IuFaaZ3eGgEFPyLLwCsT7TjHPneO5NkN8rY+5DjSfbSCBXgYBmFlwgGcNpCTawJGBph+8G5HWWjsdiQGPl/aY+6cBmPLAd8CufFS/dCBGtG2AYZCC6jde+RD//wTiL5lwzsPHQEqMHxVD22jvQzy0AJoXvaHxibU7EILkzpXQnLJ+cU0gORbpz+OlJdA227NwgO0wyGIUjx9uhADSFDjH/Cshx27vKqgEQHtJe9OBhEDBFGgyzoY0/GMgMDQAYgbb4Z/heA8klO122TpoUY6ALDTnITr1t5c2wuVX+BraS+4DAZ1q0GQ5Cf6ClND2z3SEAyJAyPpuiGH5aQ+XvDEHny/ciqsMALoBLh9HDYhpjUN8ZlsKgZ4f4c6jaQoxr1jva+lRU18LhB9m2h7xrSPrzO/NY7xXJflTWVkZSkpKEt/4P07Wh6o7kt96ew0SknYrOVZUoXUIz7OfVavi8ipVMN+UO8xcvSGL7E5zZSL8KBX7/zcIPyl9MKSo2K3Tzeayf9tQ9aoId6IfAIH4PDigswkSanUQHrWVCkXI2hw7qXAJBwsgi0wXuHxgXcyz68H5zLWG1utiU6YVHNDpCSk9XSF+sxUCOFNNu34379IIDuTYyxvosQuyqtutrF9NXftDQGegee92iLY+zYTjnTNNfx0CB3j6IBrwhCALjd3W+tn03ZEAlj/wHbJ35WPyJQPRJyN6828T3NbWNxB/7236ogPET0dA/oteKjD1TYbkVJG5rIBvAJ1GMDKinJVtb5lrK6QkWj4/yDyzSVRLBUTfgUDPArhM+ZmQbLgP/uuHUOTXzRCAToPkaDvzrmN9ylQCoL2kvenAndAEsoO5GZqkUyBAUgfygfkc0qYegjPHbke089lSODD0AxwDOg0S+k3hzl2KdIUkpBlNhEIGLQ2HIrA6mPa1gD8g+g4CJFVNu+tAWsVD5u88OKuQBUB3HtcdBw9ohxfgTnu2V2do4m6CFklk+HqxeWb9GO2xFqt9Yvwej7ZC5vtkfAgsLYWYeSwfr1iUBc2HfZC8cLRO5M2Q/HlYi6D2Nkiy7GpIwLasQNkZ0Lg1ghhb0Giazabeugh3dq4RoP5fIcZdzVy5EODvC41Vdc9vaZ7nZUMavZdegYDGIGiexqp7FbROSyABUwht2daAtpI7QQI1BM3nIvNZAAnvQvN3EVzSQJj66kP9VwdShHabK9IZ3d5vGbKNDPPC0brQ2qwCjUWqaVMJBAhKPfdWhVMaWpqrNtSXNpowE9oOt1vGkQDHe22ESxZorTo7oDHoiHCQYz+bmnd9B+FbWJlw5yRGgh2vhfY3iE/arSwLdiItO5FRrWUQf7SAZwk0961lZyAUyOHngL8cshJNR3DAY+ldSCZ8BfGI/pAlOhMun87nD36H/J35uOySgbjBAKCtEIj4BLJ87wsp14OhY4vWmefXhkLYz/LU+RXkz/epadfRpo9mmXcHBCreR7gbRR4ka96EeGE3aB6vgsDIAkhOPIlonv4bFBH9ATT+BVCf/hsa989NuyOJ0LbjBE+fXAJtfdUwbYqlTL+Tm4tTK/MA7T1dBe0Zx3PeiqTzocV7AeTE1RKymlwI54F/i7n3BQjdvgAt6rbQRD4HwAmQlmUdbq+B0O7bpuxbkMbwKKRJPWbKnAa3pZMC5+j7L2jiVDefP5u22XDKMZB5+UA4BtEfYtR+lpEPzf0DoAWYY7lxSgr2gSZvLDoPYjhDICvYcIgxWmEVi9aY+1rBMZnDEQwQPQKdK9YV4ZpcF8QHJyE436SeCGeoPRAfFH0B7YPXgiwEPSOueOHLF0KANx3+AqMT/JnySggA2K3SdnGuSJDzBDSfYN7LKxD9/m5hnkFoq9Yb9ZUOlyqhkbkae/62//8EzZWiiPewEWD1EA2O7N9TIDBiI8jiUQo0t6qbv3d7vgdc+Pt7pm4LoCIZ3x64NAC2bJn5bhYklFpCa64+3JyuB2n69rk14RSWmpAg2x+aJ/Uj3vdLaN03grOKzjTlDoUsSE3h+rch3DoaDAkrO16NISBzDLSWWpgykWvgB8gXrp25DoPWXUdovcUDyC9CgrIzxJPsnG2H+IKkGMDj0NoYCll+LV9MtL5nQHPpQEjo94G22RKVS4VAzD7Qls9A0948iO/VQGz+sBYah6MgC8aBELB4yLQ91XMNhk4+t/ziG2hsn4V4WH0IKN4IzWvAnQV2uCfRQwk0NmdAMmC7af9Z0NwE5A/5NqJdLxZA6/Ju8/e70Lw8B+rnEMQDIhXp6qa9rSHAvhWSbxdBffy56YPIvi6DwNQ35u+TIXnay3OPH/jJhOTZ/dA8ewbykfTOHT/wsxg6k+x9n9/2lv6WFqBhOTn4Kj0dh0F7jccgMRLMhibkcxATGA1NlMOhhZAJDVIJwnOQnAMxrolw4X+nmO8HQpNzN7Qobe4VG/FSCgGrtyBgUtuUjeeEZmkHdJ6KnagtITA0BgIIsRY/IaBnHe1WvT4HtRZtxf6je+DK/hkYhNhgphBiVl9CptjfIQZkoxmGIPZJ5dugvefp5loCLczBnssPEIUgBuON1IjU9gZA4CESWBSYNlonyTmQlSUVYhxek3rPiPfOhNNm7bUQYlZNEa7R9oQEYG3T3s0I942wn2vhEtJ5gZH9uxXEpNbCRY8tgDRNq8XHAkgt4bLw7jblPja/FcFtj2SZ96sOJ1ybmf6sA4G+t8x7HghplHmI3pLJ9vSVtdClwm29doK06u5wofX28lpJcs3nOoTnBRoD+WrVgbPGRH4WQ/P/U2gr1EbUHIn4ubtg+nKkuf8YCIwE1RanQf00EMlbCAuR3BEYf0faAFkJG5qrgfmsg2CA6jC4lBS1oDF+DLEVl80QGPgQmkswdd0POfZGjjGh9fUBtHW0GOJBs2EU0Qe/w+ad+Zh8yQD0yXD2roWQjHkL2qYcBSnHdU299yNaMdsByZWXID5yLKSsD4fkyAZE58+xoeVPQTzgQAgUn4T4cy8Psqg+Cq3xi6A12DpOGZh3eRgChZ2gba8TEHtrbA/0ztZR/i1I3t6Qm4v+lVtgFSfvFtiO9HQ8BWUSrgch1n8g/mGigAboVwgIvQMJJWsViqf5A1p00yAw9DFcAqizkDjJkw1DfBNajK0hq9DpiB/yDEioTYEW4zSIWZwACZFBiM/Yz3n9N0xftA1tRvfAvP4ZqAItrmMgARGvv7aY+uyVBVmfhkPC6EDE9s/ZCmlE1pF7KcIB0eGQ8PVjeHa/30Z0RO73W2DUzqd8AdxpzJGgaD+E+xhEgqIyyBqwGeHAaJn5bR9EW4s6Qv3/ENzBh5HAaDnE6KpC25tecLQeypFxNcT4dsM/1H4ttIVBSFvMgBguIWB6DTSe1l/Ez2fE/r0CzlpSDe7U6I6eviiF2yq0PiqvQUKhuuk/uz0wEvEF1xzIcnYoJLwGIfE6tfQWBEJ7JKgjkkqQXPK8vyNZRS9ZkAeIn90IKQVeK2QbxI4UAgTw/4B8YLZ4vj8CEsyRVn27vf6tub6D255sAgVjnBXxDmUQ//jMXPOhuX005PbQGRLm3gCQEMRnPjDXWmiujoGEd33TvnEAjnzwO6zdmY/3Lx6Apu0a4i2Ir/8B8bWxEH+ub54dORfLIH76EsTXO0Jr/0zEl0G50Bp8GlKeToOAT584ZQD185OQxSYdjtfE8m3LgcBeKwhkvQhZr/6N6LVOSGGdDinA6yAw+iIkJ4dD22O98R86yop/I8rJySEA5uTklH+3m+QzJLuRrEHyPJLzAj4vi+QTJHuQrEryZJLfkCwLUHYnyadIHkgyheRQkpNI5gUs+wLJw03Z/UjeR3JtgLI5JN8kOYZkTZKNSV5A8guSxT73X/jabGaMm8rXf1nLApKfk7yUZBuSqSQPIXk/ycUkQ3HqLSM5h+Q9JAdT/dWA5EkkXyS5PkG7t5B8m+TFJPclCdOGM0m+RHKVT/12HEpIzqX6eyzJ9qZ8c5InkHyQ5M8kC8z9mSQ/8jwvn+QvJJ8keQ7JniSrkKxGsg/JC0k+Z95vIMnxVD9bKiK5gOQbJG8ieTTJtqYN1Uke4HmnI01bImkXyZkkXyV5M8kTqXGvYcqBZD2S/yS5zae8bccqao7+01OuKjWHbzXvGo/Wktyfmuv3kvyS5PYEZSy9RfJX045kKMh6qqSK0yyK5xUkuM+PLiDZmeRRFF94mOSnjD1mO0l+Ta25nnRzEBQvWBJxfw7Jr0jeTnI4NcdBsqH57ELyE4av/Q0kX6PWql1nXUleRnIyxfsupdaUpe0kXyd5mnl2NZLDSD5Kcrnnvs88dZWQ/NY8tyW1jkZS/Czemhj04HfMGDeVfdfsZArJ3lS/bYxThtTa/TfJ1iTrkDyf5AzG57skuYh63zoU73uA4nGxaA/Fa8aTHET1xUEk36HeOZKWUTL0HKqfQXIAyTRKRn0To43bSfajG/+GJM8w9R1h3q2cykqZ8/uXUfJ7b+nvCYCeGEL+8jSZ7aZciBqo0XSC/R36g4JIClGDdTYlkDpSkyyWIIqkP0heT7IZyXSKqfzMxBOb1KJ5mAJSIHkwJeiDCKU9JN+nFn0dCpCcTXIKHTO84FUBoDdmhsOrEMn5JO8k2dfU3YHk1VQ/Juq3XIpxXU4xUMukrqKYzB7PvasZzVAtILqIYoKRgGg1ye9JXsNwMOIt/wHV7wMpIFKNZH9Tpiq1eOfFaH8eBYqeYDgosou5MckJJAvj9EE2yZ8o5tGU4cJgGMmFccqS6pNRFHg6xrT7afPMRHPnM5LvUcA1yBy3FGROVlLFqJjJg0NLC0heSQHkP+gvqCKpjOIfj1FzLpXiXcdSikpexL1rKQXoYZL/oHhNA7o5W8O0YQM1TzaRnEryDpLHk8ww99Wh+OsI8/8ISnkIkVxJgZeLKYCfau4/kuQtpv5dlNL1BNVn20m+a8pYXtKeAgiTSG6OeO9N5n1+o4BVP0qRbEPxkymUYuxHhRTAO49kI0qJPMHUkx2jDKm+fJvq21YGAF24ZmcU4IukfEpxssruwRR/i9W+EMXbvjbv0obqj4HUWJTGKXcnyU4M50NHk/yB8df9KqovbJkUCgj6KXJe+ooOMFWjePDBFKgkSZaVkqt/IKdeSz7YiTk31f3TAdDfcwvsprpIr24Mce0GAQecAXQ9FqimbAXrIDPhi9A+8cVwh4smoiwo1PA5aOviBGivdDASm+BLIf+ZidAWWXtoi+xMJN5nhanPmlNXQXvbp0Mm2FjmSkuFkL/RZFN3GbQHnfvab1i4eBvuPr4HxvaTcTqEaLP3Vmif+hPznKqQA90xkLm6oWnbSPj7Aa2B2yr7BtqKGgRtle2ATNLPITr009IWhPsQLYPGazvkw/Ig5GAYawyK4LK+fg5F9sHcfy50CGDLGGUtTYdM2Db8vjnkq3UH4uceWgfNNW9W2zZInMclBJmQK8P8/7voK2jO9UBy20Nl0DZfGtwxNQMQHuEYgrYUt8JtVdrreTin85qQP8jNcFnMI6915rcacOHSbaGtkZ5woelL4J8xvSu0zv8JbdscZJ47F1pL26Ctyt7QFoj97Gj65WPIRyUfzodvB7TN6w1o6IHwOZ4Dt86/hfz4WkDbYEOgNdjOp39zIP5io28zTR+PNFd3+POHPCjw4QNoCwwQXzsB4nGxctyUQrzsTVO2pikz56Hp2JGZh/cuHoCD2vlzhleg8Zxr/k+H+mIS4vPyRaZNG83/VSE3jzPilAE0VudC/QJo+2oqYudqAzQXJ0Hh7jmQDOkBpTeIly9oHeRMPgWaM7Mh94DHoC2vlMwVwLw3gAVvA3u2lpfLRF00uX1TpQ9QRakcAH39MNLXfglsmOl+rFYX6HE8cMCZQOuDgJQUFECT9wmICZwCOX0dFKAuQj4oz0Fe+W0gEHU2/PMpRNJOuBTicyEwcw4EZmoGqHueafvb5lnHQoxtBOSDkWvu9ZtGxdBe+WQAn732G9IWb0PG8T1xSb+2OBryl7odsTMjF5jyn0CLaDPcGVU7oIU9Ik77S6HIG+tMPQtabFWhPfSbkdhRdAu06L/1fHcwtJfdK0HZOyA/oIaeqy3kJBjPX2ozwh1+K+n/ntYiWNRQJK2D5trRkHBsCK2LQs9VEOP/ryB/iYaQf0V3uLxV2ZCSFPmZBfmu5SLc2bsZBAiKINCzDS7U3ebUqgfxhN8gH7Bm5v+dcAEWbUwb7NUSmqN5kOL0BiTIt0E+Jy0RfZhwN2huL4f4y1wItCwx7W6NaLDTGq7vN8IFKsww5dMgX0Av4IlUNPOh6Fbrx/ObacfhEOAZAv8UB4QAgfXl+cn02Qg4B/f68KdsiHd9AIGf2hCwOBzyJSyE5lWkYkpIoE+CfER3QQ7TVSCQ0ABA+4emY2tmHt69aAD6tncAKMuUewkCdYBLKHgd5ATtp+zQ9M/95j2tb1Yz0/ZeMd4RkA/hPyCFLxVyUm4DgZN4PPYbKHx9jWnjGGjOPBqnTAGkiN4D8dOtEFC9AcAZhblIWfQBMG8SsNGTzKJGfeTtOwoPdz8eDzbqhT2NmlQCoIqSBUCZOTlolJ4OZK8Xypz3BpC9zt3YqBPQ63Rg/9OA9BYglPJ9OmRlOBDuxNt44d2AmNXt0GR6E/Jst1ahwxAerhu5gH+EJmhXU/Z1iBGeAqH1ftBia41o68RDkDZ5oHnOm1AoMKHJOgJyQnwLipCytBICbOeYZ/7jtd/w9eJt6Hl8T8zp1xa74EJAJ0CLx7b7RYhRHAtnvSDkRPgh1Id2sp1tyjeAFsa/4E5+9i7y5aafcuBCj7tDFrqu0EJdimgNLh/KgGrzHNWGC7+2TOsG84wh8NcYY9FvEKOyDDuIdc6SDQ23QsIrIOLRVmi8vAKpA4JFJr0MWdDaR1xNAtR9MiTIWyA8EaWNDovlKPwFBHQbQEKmAdwBkvUjvm+AcGZ7GSQsa0CCPARFZfX03FvD87v9ezukcHjDlNdDQKCZuWJpz2sgi0DIcxXE6xgPpSB8HUcy1BqQJaSV533rm3ecDSkGeZ5npZq22jH26/t/QADCJjNsDs2FPpAW7h3n1nDj9AO0tteautpDDvXd4QDPvvC30l4MOdEWQILSC3QOQGzFbj20rjeYtngDEXohPg+9D8reXgPiAxbw9ER8JaPEvMtqiL+NhMBPK2h8SiGLWw3I0u3lOe9CylNT6Myq/aG1ZyMkUwDcBPH1yPl/JCQjjjLlZkGAGJDT//sAznx4OlbvCAdAcyAFrSE0R5dDfbwG4nUXxHnXkyFllZByfp+5nkXs45PyzD13m3c4B0opshLqt1hjshDqi2mmvtMRHQARSYSsfddAfVcIKd63kzhpzQ9InT8JWDwFKDUrLqUK0GkoynqNxXOdj8JNadXQH8Cxubm4ojIKrOJkAdA+OTl4ID0dJ8AwrlAIWPczMH8SsPhjoCRfBVLTgO7HA/0vwU2t+uBhCFS0hwRvKgRkLoaYEiBNyDs0G6FFtBBiWodDgvldSIOwVqGXIEDltaq8DpkKa0Dh+udC2tNEyLqyD8S0foaAzBBTrhRawO9DDOoyCDSlQlaVN0378yGmeTeUKyMV0swugzSQEQDw6m9YuGQb7j2hJ07p2xa3QAje0igI+DSDtomeghj68dDiGGrqsO/spZZQZMAeCFB+AS3+0RBIHAItznhC+h0ISM2CmKs1Zx+BxNmpr4A0yuXQmFrmejjcePrRr1BY5wxIMLdBuAbbC7GBwQSIIc5F4i0CL22ENLwl0LbEFlNHZ0Rr6Z0RbiX8CNqetFsf683714aAXyQwsldtiMl7t1msFcLm52kMfwGdb9ppk/TthoBqNiRsdsNFkgHOclbffJ9q3s+mhlhontUcmmu1ISDptcLkQXOpFNEgxFITuCy63nm1DAJKaZ7rfVPHvtAW9pHQ2NaEA15pkKCp72n/N5AF8TRofcSy2M4393n7bw0EYhJZEN9FeNLCRFZhS5shEGTnSTIh99Ohsdgf/pbjWFQKWVIGIHG0ayQthMa1D9TXiyH+Vy3iGoXo/DhfQmuqCTQf/o1w3jXIPCvSkm1TTXSEO/X8B/Nbc4gvHxmjvZ9BPPotiDecBCmgI6G1Xw3AEAOA3rmwP/rt0wh7oC2vhyAL+TkQb9oImy/In2yurc/N+4+Hi+iKlVCwALJO3geB3LGQRT1RxOMWCIi+Yt7pGqgv2sYrBK35q6A+uBmyZK0ozke3399GlZnPApnL3M2NuwAHjAX2OwW/122OCyFXjgmmnTtzc9GkEgBVnCwAujknB4+lp6MnZJI72HtT0W5g0YeyCm341X3fph+29L8U/9x3FN6okoZRkGbxIcTIToQm7bWQOdmLiAkJvbsgTfwcCDj9BGmsqyDmWQxtWQ3zlC2AFtzD0CT8BzShakOL7GZImKRCwupfCM9W/bypowQKXbwEmvhDTLstDYX2bq3gnweBsg9f/Q1Vl2xDnxN64q6+bbEGLmmcverBAaxSCFRMgtv3trmL+iM+mMmDFrPda0+F9trHmD6JtdcOiHF8CTGgL8yzBsMBok5xym6Etuysid1a3SwgOgyxw643wPkvzID6tCqkiVlANAD+2vEWOH8J+7kWEmy9EK5dd0M4k8qGmIv10bDXGvN7ezhA5AVI9aAxmgHNyXbQds8auNxCm6E52xD+wOgWSHCeDFkotiEcIHkBk7Wi1IaEpg1dPhiaj4dDYCkb0VtD9u8sCLBb0NUAWm93x+hXwGVzvtS865HmOhzBQujXmf45GvHBsB/5WXP/F6kAAq7JbvcSEqB/QPOxvvncH9Eh6V7aCW3VXAZ3EGoraFt7tM/9JZA15iNzbYOzDN4D8dHIuiLTjbSBhG86BGxfRfQWXRnEe14wZXtAFpvTobn6DaSQWTri4elYtSMPj17YHz/t0wgvmj64HFoTDWK8P6C++xwCPr9C/XUj4p9LCQjIv2DeuxoEZs5CYgvyHkhGPgSBq4cQvmMQi3IhhfgxaGweAtA2ZxMw+wVgzkSgQPa0ULW62NDzRLQ94AyktOqD/JQU3A5Zo840ddv1WhkGv5fkDYPfRoUvplERCkv9CmyaR35wEXl7I3J8uq5HunPrT4/x7PwsplIRVO+SPJ2KHLLhfN/6PY+KTBpGRQydQUX6PErnQZ9KhbT7hXRPIXmoKXsqFW45gopi6ExFHo0iuSOibBEVgTDIPH8UFcmQQ0UMrKQiuvz64JyJs5gxbioP/HUdU6hognhRCF7KpyLpjqX6Zh8qjDNR5AOpKLSpJM+l+rMWFfr9Jv2jurxUQkUg3EyyF9WvHakIsy8ZP9zXRqI8T/VxUypS4ACS11H9lhunfB41xvdS793Y1N+J5FkknyX5O6OjMTaZz51UFN2D1Jza19RfnQq5v4CK9Jpp6nqG5N1045FPjeWbVNTMiSS7083NFlSI6cWedr3M8EiwQiq09Qvz/BupEOUDGR7tAdO+5+gfPh+ixmopye+oaBkb8XEgFaXyIRNHls2k+u45KqQ3mbD4DUnc+3ekYopXrWXsCKFYNI9kXSos+yBqvl/F2H2+m4r8udXcb+dQLSpSLHIOFZP8keIZfal10JIKG0+hIs4iecEeKtT9TCpCrRYV9v4GFT02htH8p4Sa62dREWdNSF5BRXnaubmV0fNunXkXG5Z+AZVSIN58DpHs/5CiwGquyuRhVDRqor4vodJI7G/e6RoGm9vF1LppQ7IVtZ7jRRruoSJoSyhe1YyKsvWmBfFSPsUTL6V4fYhKJ9Cc4jvfkOSG38j3ziNvb1guR7Mn9OSEX55m84IczjfP+oKK3utM8QsvrSN5q08am72lvy0AsrSMYsxpJC+hJnoU5W4hv7mLvL+9A0J3teC2L2/m2D07WIXKL9ObblGnURMvFs0ieRy1kAeQvJYSNGdTOTXuYexFMZsSzlVIHkYBI7s4Q4wf1ryAEjy1KFDwCMPzYUTS+QYAvfXruvI8FK2YXB4KUoL9OdNeCygeYuLcF6QW49fUImtBCdCjKSAWL5+FpY0UWDyBYti1qLDxZ6iFFY9CFEh9ggLK9al+70/yX6ZdlnFvp5hmZPnlJCdS/d6Tev+6VO6n8dTCP5ISHjt92rCbAnRPUuG3B1CAJpViNKCA2mOMHXZfTAGRD6m5NZLhQKYtBawShWGvNXX2oYTMfdT825KgXIgKu5/H5MLuKykYfUnlBpvJYMoJqTHZSvEbmw+qk/n/I597N5jvb6XWXwuGK27nMXw9baXAyNUU4K1Czfvh5hmpFN/0CvJV1DwcTaUEqUEpjA9R4f0hCgjM8pTJJPkKBcBqUCD9XGpeRoIqy1NDVE6qKykhX5tSSD9n/BQCxeadjqLWcT+KtyTq8wKKX+1PstXD05VbbVVi7lVAAZEOFKAbz/g8r5Ti8U9TSlh76v0eo7/iV0gpbOMpBbkD1ZddKZ7yNKPXa4hSmkZRaQBA9fccKow9neSjoRBLVn1HvjTcyczx6dz68kieuPgTppaVElT6gG10BoRbYrRzE8kOlQBo78gPAFn6mbJu1KFyQ/hO6OICcs5r5FMDwoDQxq9v5/F5O5lGadwvUQJzHBPnQvidAjOpFFOZEf/2MFpLaQJ1KJQeSxP3o2xqUXSmJvE/6J/z5rxXBIDenuVYWymVR2YMNWm7UgwqaN6j9VQej/0oJnI4xUSyApQto/r0WpLtKKY6hMp9tCniXj9hXkRpJdfR5aDoQYHP6dRif5/RGoilUmqhP0hZ32pTgGwwxdSrUH0ZaYXzUjYlsG6jmHs6nSBpQOUPSgREiqjkjtbCZa+uFENLRI9RgP9BiqHPY/w8JpbyWJmYMBFVNJdPFmVRvpuao/EsjSFqjs2hQO3NDJ8H+5C8geJjJRQIn0Ktu3Mppcvm8EnzlDuWAlFrqHXwLwqwNKED2iNMfR9Qa+9EKp/UCkownkeXT6Y5ZT18jJqvFlxspdZxLsmPKeWmA916vJZaI7H42TrzzMHUmmtLKRDTGR/ALKPWaUfz3qMoQJUoAe1yikc0pfrtSop3J6KNVF81pqxXd5EcbADQjJXRUKaIsuA+SwGSmlQfPszYIGuTqWMIxY9AgcDG1PqO9W75lFJnxz6dsszVpBTdePPvDU+5gZT1qwo19rvW/ky+PNLJyDsakx9czNLN83k3nTX6KorvN6DyQi2KUVcmNU4NKgHQ3lE8AESKqXxALd7mFKDwXUyhELnsS/LZQ90g39Oaa7+9h0cVZLM6BUyCAgJS2vk51KIcQpmlgyady6ISL7aiGNVtDJ6dt4zkNMoalUpN5kl0TNwPAHlpO7U4u5m2n0CZRIOa0/+gshJnUEDieIrxWi1gO8OTInopRAmAm+m2igZSYGw1JUx+SFD/ago8jaS0x3RKSwOV4TkRKCimGPmdlFXEm9X0OQYDCz9RfV+d0qq7U9a1eCCKpm2vU8JyCbUdUJmo8M+hrQyWWd2P7qAAxs3U2FghXkQl5Vtgvn+Hmnu3U1sudsvVC2T2N7/fQQHrYdRcr0VneWlDad4WyPQgeQq1FrtT68qCkcHU9udjFMBYQwGugRQwOoIOGLWiLKW3UeBpI8OzINu1dyKdJbIzNXdfobaS/bbyZ1NA4FDT5kbm3V9hbItwiOIVd9JZ2ntSFoO5PvV4aTNl6bbr8xDK+pvI/lJA8cLBdNae8YwPDEhZlq6m5Ijdvj6CDogcGQMAzaXbMrfA9B7GT6ZK89xBnnLVqf5N1M6v6ZLIVqEDMPGs8nmU8phGjV8Tar4cRHLh+lnkq8eGA59PbyBzNnMVNceaU/JhkLnqU+4GsfjkT9QW48EkF/0HANDf0gk6kRNVCeQwdhsU5XI/FDkS5TBGAss+A767B9i2UF/VqIeVA6/Ahf0uxuzqdXEldHZKkCSKgBxRH4AckPtATs6JzkqyVAxFhzwERbWcBTlldwlY9zooouVFKNrjAgCrJs7GjKXb8cCY/XDyQbFjOAh5+r8OOXLXg5y9z4OiLL6EHFBjhVfmQ07Ak8w7lEDOz/2g3BLvQGdxRVIB5JCbAjkBT4acqOdBTsOlULj7HYg+SHAPwg9ItfmLzoM7L6glFDVxrOe+QlOf93khyAl+EeSsba/BUPSeHb8syOHRO57ZcCeJx6Iyc1/QM7C8tNO0JWikkJfWQk7AkX2XiLIhR8jGiO+87kcrzWctyHm6FoKdy5UHnVPmpWmQo3aHBGU3Qo70NqIsF3I0bQh34nl981u+57K5rfLM/7Z8qefZqdC8L/R8Z51/q8FFOpbCJQa0VAcuOaa9MqD8MjmQ0/lyKFpqC7RuO0CRa/vChbV3gZxrd5g+mQuFXs8z75oBOd33MZ+9oWg7L/0COSH/aP4ugBz0B0Fh7ofAn8/thiLqpkGO5TlQgMBwKLihN2I7Ps+HHJI/hIJFBkJOtaMRP/S6BApGmQSt6Y6QE3w/aC7XhXi6H19dCeV+e8E8Jw0au/oQHxrmU8bS21CwyyLPd7dDgQO2rqGPfI8V2/fgzQv6YWCHxgDEu86CUmwAWnMzED89h01EeA3UxyWQg/IXiJ3fCFB02nUQr+wNzYNeUIRXzzjlpkNBOFUgufI4NP9e2jwPx313D1JWTNONqVWB3mcCg64D67XGK5DD+TAoSvg5yBn7eIi3+x1MHILk7njT1jsA/JGbiz6VUWAVJwuAfs7JwcAAHbgb8kJ/GGLCh8IdnhpGoRCwZAow/V5gx1IAAGs1xvyhd+CM/U/DktRUHAdNsPoB27oZAgCzoAime6BFHyTiohBiglUhhno0NIkOhRZhAWILw8nm3sFQhNG6ibNRc+l2nDtmP1x4UBtMMr/7MY6hpn0XQEz1FShEfzDE1KtA4KZVRLkVEOM91ZTdH2KUk6D8EfkQ03oEimLz1n0dFOFxOhStsa/5/gkodYClnhA429/8XwKXa+V4OIa63NTrzSVTxdxjgeRrUHTRYDgm7peIzY8GQoz8EDjB0QuJozEWmPsyEC6k+iAxuL4YigbMgBOIXuHYOEbbS6F+t+HnfoLY/t0w4hnPQmMFaK41hsBbE/N344i/vddRcIngLKVCa9CeSO932SjC/wSlQO87EA7U1YbmxngoSigdLppzMTQnBkDAv43n/RpCwGcCTHSMeXYbKAJxGJS/qy2iwbKl3qbuyLHsgPhg9RsoAjUS7AQB1mdDQNHO2/4IVyBi0XZz/1BovQxG8DD6+6FIrqFQv9Y0nyXmczAUpRlJIThQthSKzrI0AlrDjWPU+QmkhNaAywjfBYpEjBdttRQKR18D8Rabl+r8iPuGTfgey7cJAHXv0Lh8HqRAQOEjU68fMLD0PcT7VkGgrqdp4/mIzYdKIL44HgJKD0CpAS6Fom1jUS4UafYSlC5lPMSXF+7eilum/RvV/nhPN6ZUUf68Q28AGmRgB5Tm5RtT71nmeWfDJeX1o+1QBNhciGcfZb7/KTcXg/6uAOjuu+/Gp59+ivnz56NatWrIzs5O+hkWAKXl5ODW9HTchGCa5WYo9PIjaFE8BE2aqIkWKgMWfiAgtGuVvmrTD7ePfAh3tdgPqZAwug+JjzkAxGxuhLSKNEgbGA+FledAAipSSwNkjfkG0jrmQYt2GWRBuQ4KxR8GWZYiKQ+yAD0ELZi2r8zC9mU7kHPifmh8YBushCbyc4jOIbIcCkl9BdJgroDCnSdCCwCQsH4HYlyW7OnGNoy0O1zOpOMRrtUfb9pn86fugrTLSVCujt4QGOoKMcsSz5Vi3rmq6aPF0Jh+CGlBPSAgdDyk2cZiJEWQdvalafc8SIANgxj8EMQOZd0BpT/4CdKk50L9OAAOFPVD9PwIQczOau5zzZUFAcpIUNTC0/4CqA+XmssebbDM/NYQ/sAoA7JwrIME83pTZhNkbVgPFzJfC+GgqDUkYOpA45ACgbAC8+wSKImfvXbAZScHpKHbpInppr/LICZ/OARkiXBrTF7E//mQNm9TA1QxfTsO0Qw/MnQ9E0plcKi5dziCC+35cBajSgqnJRBfSoPWYVVoflyF+OBiK7QuZ5r/a0I8KlIhslQGgYhXofVdCIHou6Dx91MkSyGQ8xRkNRoGzdPqUMqRKMXX0EwIqE2BhPVNplwh/HmsBUAj/9EPb3VsjFaQleh48/suxAZnyyGZ8Bkkk25B/GN2LP0Alz7gEUiGBFHYPoMAcyNI+e8NAGUlwKznge/uBYp360n7nQIcdiPQSLbWTyFLemcIxLQLUBcgK9PpptybCE/w+7cOg7/11lv5yCOP8Nprr2W9evUq9AzrA/R+Tg5bUXvJQRzZLM2nc5xtT+c0HBXVUlJE/vQYeVcL7YXeVp97Pr2BR+dnEZST2V3UHvOrTHxw4QLKL6iKKduecuTrQEVNxKIQtd/am/IZOJjac7W+A8/EKVtEOTS2f/lXZoybytGz17Mj3T5zP0YfMmgpm3Lk3YfyqTmMiprqSTkC1qR8lvz27bdQkUUdKZ+cM6m96h2Uv8If5tOP1rHiztXrSD5uylinyispZ+hE47OVcgo8k4q4SKV8QMZTTu3xyu+h/EFuoyLBalP7630pR9APGdufK0T5ML1P+VENp/MhaEb5Nf2b8mtbx/D+/srUvYaKfJlA+TwdSueHUp3yJzmJ8rWYRPmmNTbvtpOa+2so59PXqHl9IRUl05XOVyWFzkEzlYry+S6iTdZH5ndTz7uUj8z1dPOuGjX3bmZi/6wQleriBvOOQaOjSPVNsmHhf0Vazdg+dvFoMuWb0ZPy5TiGmq+xIkrLKH55L8NTKRzE2AcOr6dShBxCzZ92pkxfxkhbQjljj6P4TG0qqvZbigdNj1FmK+Vb1Jrij9fQnQD/M/3ngeWtNi3JGQwmS/JIHvDI98wYN5UdV+zgmzGeH0k7KD8x62e5IkAZUu92pikX62DoWPWNpdbbXfTIuDU/kU/1L/fzCT0/hNw0t7zcHiratRrFx/3ebQejAzVKKV+3NEq2RfLMPSQfrnSCJl955ZW9BkA5OTnMopz+7AAHOT3Z0pt0kTtHUyHOr/ndmL2RfPcc5xT2QAeumPcm24dCTKEWWyvKiTBI5Mg0SiDVpMCBdWxckKBciBKkPSih5nWyvIHxHXXPMgCoy+z1TKNCsI+jHAMPZ2zPfVKT+mMKvKVSTPJrU18u4/d5GcW4TqPGqAsV0RDUudvrXF2dYhpe5+p4lEmN6XF0YbXnmHdJFGUXooDyA5TjYzVqnMdQTtF+jrVeEFBMOYk+Ytpso2+6UE6wEynQa8PrX2H4+IUowfERBVqOpnNQbUw50d5EAZRWVOi03zjspJj/S9QcGUWB0lS6uVPH/BYvBD5knjWPAqYw/TGIivxJFCVJCiA+TjmXJnII/TtSPhWVuYrJg7bxdGPSgwLRE+g/JzZRjttXMjzlR1XKMTYr4v7tFGj2KgYDqTlYm3LEjmzvKmrt9KNzdL6NSkWxhBKSkW3bSQFlmyvocEqx9ALeyLaFqLlnw6/3p9ZCIjBYTAUe9KTA/ZUM5ixfQIG5ZiQzDAD6fkWiMAfN9wdI1qPAYqKgDkslVCRyPQpAxgNni8jyXDwhaoybUEprOX/P3UpOvqBclhXd144vzHmVn5c57jOT4hHdKIduL4WonE5jKafpZZ7ftlAyohklH7y0iYpEbEiy8c5dlQAoGQBUWFjInJyc8mvDhg0EwF1ZTnf8lNIW+lBCMyiVUpM/lVp0qdRi96VV35FPHOhQ80vD+e62JWFg5BgGE86l1ISo4ilbj8EWRim1yDMoBjSMYk5PM3YUxdkGAL07ez2n0VlIzqSYUlD6nRLgNShG+zwTh55ayqSYh03odyIVwRIkwqqMWngXU4uoHhXp8A2DCYs9lAXFm1jtBIoJerXdXfTvwz2UcLqKznrYmdLmplJM+irGHr8QxSxeokCYtcK1oKwoVotOlD5hs6nvdgrY1aGbP50pphekP5+kAGVXClxdSY1lImCym+qHDayMVItFv1PzajGDA5kCc39fhlvtxtAkoTNURgHmdyn+cTQFgL3KUCey3CJRRvHDZynrRnu6yLBTKEDamwqbt9aSEmqt3Uzl/UmhrCrnUzmg7Hr5guH5gpZQSugBpo4+VPSTV0iS0YrCJ+Y9q1Hr4k4mBiN5FA/sRfGS06hIo0Rzcg/1zhmUQnQbg+UgK6L4aysqWu95ksMmCAD9FAMAZVKRWG9TVq+2lGyJtT4zze/nUmP2i3m/phQQjHy3EDXXbqHW8f5Uv2yieEotit+WkmRZGTnzWfKe1uT4dJaNr8fXPrmaDfJ28mLzvGIKSKdR0W+Rcux9infbefaE57evTDuPZHQOvpkUKALJtMw97Hf/F5UAKBkANH78eMKdT1h+nfT419yW64YpixIu1aiFF9QaFDL324FNoTR0XyopIn+cQN7VXCDozqb8eNYL7BQKlZc/jMFBQR61CG1Cw4von0TPj0opRtuRQvoPM7Zl46yXBIDe+82lK5tJFzZ/LKOT/8WjTMoM3poCJOMoi0UQClGC/lzqvTOo8OCg2X6LKKZ5KmVFa0mZ7efQMYlZ/kVJaqF/TfJy0/40auE+SVlijmbsbUFL66htuZMoQFWVLuz4fAYbw82UQBnOcAEWmVQuFq2gtLsRFBi82bxDpMDxox2szAOUiJ6htkQTJfkspbTfedQW3bN0OVLqUFayG6jxmk8JkvupnCuHUwI1xdzv3V4cQ/GhZ6lcTwM8v7ehlK1bzPN+poTss5TF1SbJrG+e3ZNSHt6gwIVXmM423z1HKQXpFAAbRvGURfQHFlYA30onGAfQpa+IR/OprZympr4LGAzArKDWurW638nEyTtJ8avbKNCTQYGgRFaiPdR226mmrhbU+rJKwnADgH5cLgC0nRqLy6n+7kkB2roUr/TjzTnmHQbQWWUfp3hIFWrrN8unXBGV8dryjAZUuoKXKOXwCHrcKnK3kK8eV664b39uMA/cOKfcMpdP8YyDzHtGWm8sLTXPBsUvyygZezPFQ++iP+D/jeq7Wgs2s/2tX7DN1e/+bwGgWADFe82ePTuszJ9hAWpz9bvsc+dX/DkCgU+lOvwgxt/a8VImxbzOo5hMFWrrJSZlbyBfO95ti715KpfuUUr0GpRlIBkzv/dIj9GMvTfuRyXUxM+g3vsJn7r9AJClhZRlpAq1JfYlg2v3xZTVYaApfxLDGVkiDTiHYtp96I73+Ni80yQmzqGzmwKBR5n6u1BgqjmVFyVR/SEKLP2TzrJjGcqbDNYPpRTjs0IMFCB9I0D5UkqAXGfa/Til7X0VsO5Kik9rqXX1BaXRFlJrfS3FG36lLCwfU/PtOUro30aZ8+14NqO2c0ZTa2UYtRXYlE5wpVACtgPdFnUtSvNv4rmnLQV8LqCA0HvUeE82z+1E+d2l0m3rnE1taX3LcHC9ndomvdy0ryrFfw6jLESf0V+A5lP87moqHxHM51Xm+1gKXIgSaDeZdqaauh5nYqC4zbxDL1NuOJW8MNF2dCnF023W5sHUmo+n4Not5Nfo8hTVoywi8TKYr6YUs+5067kutZUd2U4vANrC8GNB0k2dlzJ+HrkQJXNsuRGUQtmPUuhi0U6K13oV9qHmHV+kh3cs/cydfHBnM2769Xl2LStjG2puLqKAfi0K6MXy/fratMvmpFpPKWmDKAU0VtLWj0nWKi7l4A//YMa4qcwYN5XHPjztfysPUGZmJjIzM+Pe065dO9So4eKNJk6ciKuvvnqvosCG3PMZVuWEkJIC3DyyK/4xyJ0HnAXl7XkH8sy/DopY+AWKQInncV8ERXjdDXn0PwZFPU2FIknKve5DIeDXZ4GvxwNlxUCd5uDxz2Jyh8NxHRR18CgUUZMCHWiZiJZD0QefQKGHB0KHVQaJNiuGPPzvMv+PhiIFqgE46+VZ+GH5Djx80v4Y06e1b/m1UETGC5D3/njz/qlQGH6iE4NnQrks5kCRaldBUQd/QBEP8aIVfoZCxP+AogZqQ2O0GwrpPzBO2WegiKKGUHj+S3AHxA6Bohda+pRbCoWhjoai8DKh6KLVnntOBPA0og/rnAhFEx0BRZX8AkVZ2Xww9nTrAxAeRZQFhU0fDEWMJRMD8REUBdYLip4KmpMKUL6P1lCKgA5QTqcg+YR+hPq/GRTO672aIH7Y/3goKqwOXBRZuuf/WNc6aM16aR60njIQfy0sgyLbSj3XbsQ+Vb4KFKlWE4peIxR5VBxRpjYU3t4N6kdvPyyA+Mw6aHyrmOd1gkLMO0N93hE6hNYbdXki1Mfbofm7HzRnekFj3BX+Obd+hFJNLIPG4RBoTh1iysfK0wXosM6XzD1HQpFxw6G+jUerofm+AVpXY+DWTiK6D4p06mTKDYXmTqsE9c41de6B+icEhYq/h/gh/0uhSEwrlZpBfRbvMGVA73YMNKaA3u8N+M+5ox79AUu37sYr5/fF752aYDwU1QuoXx+Hxi8WrYYis2ZBc2MXNAfvhyKvYqVK+QrKzdYGSjmyFYraPQLihS0BoKQAmHaLDi0FwOY98cGYl3Bmky4YC/H5T6DIyodNudN86iIk/26E1vO/4HKKdYLG4lVE80ea9x+3pwj7T5yNbRvVM5cO7oCG/ZrjgoYN/tQosETpR/6j1LhxYzRuHCvg7z9Hh17QH32mb8C7v23AXZ8uQU5BCa4d2hkpKSloAA3MiRCQ+AASWndDuUnehnKB+FF1aLBPhSZoV0iwPwSFfb8As+hTU4EBlwLtDgEm/wPIXIaU10fjxIFXYuSQW3BfWjWcAC3wNRADSBSy39m09ScItD1r6n4OAkKlccpXg8Lzz4Fy5zwFMbp/wjHzeCi5HbSQNsPl5GkDJXG8HQKA8RJsNYSEjxVk10GMqwAKm30OsXObzDL1tIFyWhRB/QWIqT8NMYVIKoSY4WVQTowzoD7MggTfT5AgeQ3R+SrWQ4v/UohZjoIEWVOon8vMZ7FPvb9DjHEXBGSGQ6Gz8ZLBwdw/G2Iqe6D+tHlODjbvH6/sVAjg5kJMqBecsOwFMdIqEeVKoISGv0Hh5PYkdy8g6ui5OkCgANB8yYLGz54QnwkXbt4Y0cDIgqWNpt6tpg1rodD7upAg2wONkT0d3lIVc3nBZIF55/mQ0OwKjXMkiMuF5lhVz/UtNJ+aQ0B5BCQsGplnp5g23Gn61L7H96b8WMQHmw0hYGf7sS2CpeUAFF59NjR2rRH89Pn2UBj4wZAgSubU+lEQb+uXRDsBvddV0Jjb1BTToPXRF/F5g1U6l0Dz9y4ovcZDCepMM1cpBBLPh3hBPID3O5RvzZ40vx+UVLBFnDK7IJD2OCQX6kI875o4ZVJS1OuXQPPuSWjODIE/mLBUBq3/WyAguBhSbOpCPDgWsCuAxvxZU/afEP+rDeA4CGynAMDWhZJHO5YAAEoGXI6Lj7gV76RVx/MQj4T53AoHpvzquwjKFfQBNG8AzT1AAGo/RPO7UqjfXs0uwH4v/optmXloUKsqJpzSC4O7NEVmbi4uiNM/FaG/TB6g9evXY9euXZgyZQoefPBB/PjjjwCAjh07ok6dIOm4nAUoPScHI9LT0X/6Sjz6xTIAwNkDMjD+mO5ITXUsYRe0cN+DskLvhCbgXVBCqHgCi1A+nOvhMpauhXLYeLMKozgfmHYz8NvL+r/F/sCYl7C6cSdcC+VhqAGBoXugRZLIqkMob8UV5h16QjktjocYXyJaAS3EOQBavvQrqq7IRNeT98fU3q2jhGQk/QSh/RlwAqgelCPj0DjlSiArzP2m/jLzHSCQ8QFi58bIgkDq0xA42QfSZooh5ncCxJT8mN9ayNLzKqTFHQst7OGQsM2DfzI6Qtl3J0N5iBZBgGaMudrFedcQJJC/gHIJzTB12DxCwxA7CVqZqcvmEvrZvHNbOE3+YCinUeRYEbI2zDfXAvO5Fsrj0xPhoKgnwhPd7YHydJRAgGiV+Vxp2kBI4HsBkf27mXm3sRCIyIWYqL22RfyfbepMgxi7zczdCVJMzobAwx5z5Xn+9l4TIStbHWgeDYaExwFRPRtO66DcUsdAfZkMUPhfpl2QopEKAcYa5nMINPdiUaSVtDqUafsq+PPREDTXJkLrqwAS9C8BOClGHWUQn3kcyntzCGS9eQgSrLHGcBak4E6FeMU4c/8niJ3LKR/KbXYfxJvvh9btl3CJ+/xoPYCjHvsR+Vtyceh5ffFU5yaoCwGSyLxqXvoDAnHrIAV1TJz38dJcaM2FIMXrIL+bSODX54CvbgXKioDaTbH2+GcxsuMRqALJv339yvnQBkjO7IEAUNBTCHZD4Hr+jj1o8eKvyMwpRKv6NfH6+X2xTxNxob91HqCzzz7b10fou+++C/wMGwY/NyeHPahoiYd/Wct2N2mP8eq357G4NNrF8yNqL78/5XfSiNqLDxKSvY1yTq1KOYBVpcISo3KSLP6EvC+j/IBVLvuCpPbVO1JOkSlUNEZ2ZNkYVET5iVjHymqMnQvDj34k2erFmcwYN5W152zgGAY/yfsNupOCbXTK5ADlQtS+dE9qv78H5bR5PhNHXZRRPhvHmLKDqEiKICkGbJjmP6i9+2aU02SiFAOWllK+Q4kiWfwoh0pTcBFdrpNelIP4dwHav57yibjMlEuhfAmOohwlv2O4b8Y0ho9jFrUX/xjlV9CbmisplL/GSZSj4lTz/DMpx0kvFVJ9MJXyl7jc1N+J4YdtWj+pmxkd9eGlAsph3J7YbedQP/OebzJxsEIZ5afwa4B7/6oUYuIzn/yoiPJL6k+tl3Opwz6nxCmzhfKh8Ub0NKR8R/wc43dQPoYjqflkU4f0Zmwfy5WUg3ZbyidpLOUc3ZOx19JOKlQ8g/JluZZy5F1HBT3Eou8p/xcb1brYfF/G2L5MJVQkV0uKF8eLzvJSAbUWa5Ls/OgPCoNflliCFFK5vKpSgTrJBLrYg0cvZZzgmuIC8t2znU/qGyfxrd3bWZPiufF8uiLpe8pn7Rj6y6hN9M/FtYHyV+u+MZv73zGNGeOm8vCHvuOmrHyWUrJkAxOf5VkR+ssAoD+DvB24h3Leqkdy/LyN3OefnzJj3FSeP3E2C4qjXWAzqZwRNSjmXYtymA1y8jYpB+H2FMOAKRsVupyzmXzl6PLkiZz1AkkxqzvpmE5dBgcyxVQUhzdS7dGAZbNI9jMAqO7cDeWCOWikWogKu+1KMcCBlDAKSjOpw1FTKSb6PYM7+K6mGHojqq9vZWJnS0t5FGMbRvXXAVSfBc1BtIrKWWRzmfSgnGP/YHj7YyVYW0qBkREUw6xDRds9RQc83qTCh/0oh5pvt1BAvRZdcsVrKOfOLhRYidWfxaa9r1OO1kcy/KBGe+q9/xG54VRCd3p0HQocjqWEVpDkhF9R0T9BwfdflVaxYkDtAmps+lI87V+Uc32kYC6iIreepAR+a7rxbEqBRW8f2xQO11BzGBTIOMr8fTaj18RG83ybuLUdNX9mUMrcLYwex1wq6eqh5rkDKZBhhegW+vOcP6ikmzUpHvM0E8+nEKUkDaLAwYWMn0zWW24ytW6aUM7bQRWrjynn9HaUojPCAKDpCQDQT5SDeXtqDcSrw7uOvQePfhajTBHJ7/ZkMvTiUMmb2xuxcOZzPDsUYi0qoCKSyqi0MdcxfAxDFG+qSvHZyHm3mlLuRjOa38ylwORha3ay+61fMGPcVI587Adu313IDyiwfaK5txIA7SVFdmCIityoSvL8xVvZ+ebPmDFuKk997hfuLvRnRR/ShfRlUIv8TgbL2/EpnTZc1ZT9NyMYQmkx+eGlDpF/eTNDZWW8k+F5O1IoZB9E+9tILd5rTZtBRUSsDVD2DAOA3pu7gfdSWlxHSsAGpRClWfaiwNutDJad2dISyjJRldJYP2TwUOwCyqJ0ENXfJ1LgMSiQ2kCFou5Ljd1xVF4gy/y2Mr7QstlsB1Fj1pkSUHMocPFogncpoJjfdXRCqCOVZ6UaBawSRQ0WUxFrE+jypth5NJzBIx6/p8DUPpSwOp0SaEGA4VJKA/xfj1CzADbZ9yylxrgGNVcvoIDET3TzYw8VSfU6FX04mhLI3pxgjShr3S5KEL5FRWwNoCxoaZQF5hLzjFrUesw1bZhpyh9Grbd6lBLyNJXvxyYQ/M7Tdgv4B5g2dKX42lzGBvxl5hlnU9Gzral1kchiWkqt/8Op9XQMg0U+llGW/AOpPr6SwdNnTKeUmToMdhq8pWUUWKxB5d+y0WAjH4sGQDupiClr0bORvdcydti9TfZ6u/k/RFnc6lBRV36RsMuo1Ap9M1cy97FekjH3tuGa1T+wGwU4FkeU2UMBnM6UMuqNyy6kLEV1KL7opcV0UcLV6PJFWfqEGvuTlm5jl39L9o555md+WFDMA+nkpFX6KgHQXlKsDvyWQvWDV2Wym0Ghxz7xI3fticb4HzE8lfsxlPZ0BBPnlbCa/UiK8TSmws/7MEKbD4XI6Q84EPTOmWRxPkPUZHiRsg60pEzFXyTRB7YdgynN6W7GF6BjXxAA+nCu7CfZlGWlGrW4k0mGWEaXFKs+xWiTMd9vpI5FqEsBkpfpgEgZEzPBX6kcGNVNG5429a+lBEs8Cpnyl1BbOI2obR4LboJYl7aYOo+gmILdEjiCwXMhbaDG35a1YchBM8T+TFkKhlJbWxdQTDRI+/P4vw9gLO1k8K1mS4WU0DmRWtvHU6BzBsX8v6csdw9QYeMnUoC+DcNBDOhC0s+k1llbOstbZwqI30Rp6i9QPOgCCngcTRc+n0HyZErR+4nhIdkLzXdPUwKzPiVwDqWUupmMDe4XmXt60W1r3c1o4RlJqykQ0c684+nUlmwiBXIXBbLaUXP/GkZvw/pRKQUCe1BCehzjb71aKqMsNyOoPrmC8cPS86j3uIk6AuJGU24MoxVNC4DeWrqNj1C8uDbV31Ppjhjxs5avNc/vSWddzqOUkNEUb5zI6HX6m6kHJAesm8nc+9pJtjzSgx9uW8JalJIZaWlb56kLFP+1tImavx0ZLQd2U9uqttzNEb8/Yfrn0gWb2fFf2n05++VfuaeolO/TrYdrPGX+EwDoL+ME/WdQPCeqDZBj2a6N2aj18izk5pegS7O6ePfiAahXMzzmoRRyrPzYXP+AnN8WQ46TRwRoSxHkxLoSctj7ADp5/jJ4nNsWvAN8fBkQKgHa9ANOfQuo7Xz9iyFHwruhyKtHEOxgPEAOVB9DTog1IMe6Iz2/2Tac8eKv+GllJh49pRdGH+DOcV8LRRO8Bznn3QE5wAZxzCuDHJ5vgxzLx0ERVbWhqLf2MUuKsqHwy8cgJ9lrIMfI+yEHyESO2pmQM+UzkFPnSMh58hXokMBEVAA5TL4KOTKXQeGckyAH23hUZtq3BnJItBEn9SAn7tPg34c2zDoNcmyciPCIperQCcp+ocHFiB/9Eo8SOWfGK1cFyUULWcoyddZAcs7HxXDhy4D6bDuChVvvNGWt8/R2yJm/FeTE3Qpy1t0NOXB7ryxTpjRBHTWhiK3W5nkNoTEtgubhIogflEHj2QUKn+/quTqZ3+YA+NVcP0MO6enQnOrnuSLfPRuKwPoKOix0LXT48FBzHYrYJ7zPgxySP4DC6AdCPPN4xHf6z4f4xEQo2qk/FGhwMhIfGLsYWtOvQ47+V0CHMScKeymAUok8AYWYXwelN4nFH7dAztC/mjb+Bo3nqVCU3z4xyr0KvdcMaP71gMaynmn3kT5lRj3xIxZuysXOcw/Cni6KE3wKGsf3oUitG+G/ZheYZ2ZCfWAjNM+H5sZr8OefOVBwRNdFH+L1Dy5CjbIilLU8ANed9g5eqNsMz8Cd1h7ZL8eaejpAkXK1IPl3AhQs8SaiD3/eBAU9ZEE8a4kpVwaNxQsArl+wGa+/PQ8hAqP2a4FHTu6FnLRUHAnN5Y3QPLdjNjc3F33+rqfB/xlkAdCOnBw09unAQijXxXvbdiPjpV+Rm1uEQZ0a4+VzDsJlVVIxHFrwXiLEfDIgMHInBAxuhQZ+DRRi/gLi58N5BwqL7Avl5GkJAaJ6a37EBe+MRUphDtBwH2Ds++Un7lpaCIV6r4cW0ggo9PAGRIdwR1IeBKAegnJXjIIiyO6DooHGvjgTP6/cicdO7YXjerWKKv8rlCvmd4gJHgtN2GuRWHiVQqDhFmihnQmdYv8pxEgSUSG0CH/wvMtoaEEmylVTBL1fN2gxbzXf3wyBuXgRfm9BfXYUBJp2me9TzLvcitggbIj57VBoPtSGGKe9hsKfgS2CGNgQc8+RkGAOAhAuh9ITeAXjgUgcTVgKMdkWCBfC9ooHtp+D5nMzSNi3jvHZCtHCrBfE6NOgyJ/aEINNN/+ney7v/1vhUiD8J6gD1PctPfVWhQRHOhS51wrKYbQLGuNjoWi6VoiOJnwAmke2P1tDAKY7tJbiAflOpg3eMe2C+PMWEGA/Fw7wHAH/XFd+NAYCfCdA6yxeeLiXNkBz9wwoeq8LwpUsP1oJgaynoRxn7Uy5e+FSLfjRCxDoWQpFK9aHeErvBG18DQJltl09IWCTKFrwI6hfQtC8bQGtzSsQG/yPfOJHLN6Uix3nHoT8Lk0xDlJgr4LeN1YOoE1QHy6BgPiLkMJ0PRQhewP858xiAMeTuHTG47jqq1v1ZZeR2D7mRYytVhuPwT/X3O+QPOgKRUN2h9JBAOrnVdD8jaxzGRQR1wOSZbNMeUA8eyyAE9dnYfzzM1FcGsJpfdvgrtE9sSM1BUdAPOMTSJ55++LT3FyMqgRAFafyRIg5Ofg4PT2mFvE8gGs256D5M7+grKQM5wxsh5bHdsfl0IBfj9iLdzo0mTtBgrguJNh/gdB9vFDwTdAinAsJkJaQZWPwjmV4ddKJSMteD9RsCJz+LtAmPKCxFNJ4boEsGp0hAHUhBG5qxakXEMO43LSzLcR0/gVg1YszMSMOAALENCZDi34HxAyOM98lYsiAhMU5kFWFkDD5FkCfAGUXQYDjA893AyGLTryEZ6WQBexeOC0jzbTlaEjjjMVot0Mhpa9AzOUI6H0PgLTdToidpG0u1C+ToT4OqkUXAPgOTnNfaOqwgmwIYqcJ2ARpqNZiMAcCgD0QLkC7IpyZhaD+XWKuxeZzuSnfDE54ey0VLSCLyCpIi9sIAZoi8/cm85lr6qmHcGCUDgmuutC8fRVi+APN73lw1hevRSbH812RTz9Ug7TSSxEt2PKg8bf5pnJMfQdBzHsUYiswBQgH3NsQzOpUYuqsSIh9KSqWxC1k6ku2zhIoz1cKwsNwqyC+YrcY4pc2WV8OBNxfhgBlLPoV4pU2l9ZRUA62enHK5EBWl/GmbV0ha5d/+lZRCFJoboYAdDE0386MUwZQX1wHreNjoHQSM5DYCj4TwGlP/ARuysFV5x6E6V2a4gMktlpPgYBrXzjLs5/FJpImAzg3FMJHn9+AIbNf1Jd9LwKOuhdIjV3rZ5A1/AwIUBLBrLmzIfkzArKy+5XZnF2AY5/8GZl7inBk12Z4/sw+2JKagiEQD/wQ/vLqbx0G/2eQ3UPsnpPDvox/XMIvJFv/sbk8DfeTM9fxc2qP9ULGj0jZRkUQNaYiH96m9p6rUo6N8fwoyig/oRqUv8poyrmw6+5tzHpusPZt72lDbvYP0F5O7eE3MPU3pHwG4p1xZSlEHU/Rku5coY7P/8KMcVP50bzEXiI5dOnxQTnLxopUiqTFdAd9gnIAnBiw7GbqKAJ7GnR9ytkxiJM3qbOYzqP6vDsVdhskuilEOTNfQfVzQ8ov6Dcm9pUJUX4UdzDajyLIcSabqXT9Z1F+ZCmm/DjKKTTewbrFlIPqM1RobVdTvi7lXHoT5WjqPdcsj87PqJQ6W+ljyh/hbLqzi0A5zvanfAAeoJwdD6Ii2bx+DbnU/PiaGuu7KR+rY8272IMQvVc76hiIRCkRiqj13ZOah+dQPmMrGcyPaReDRaj9Fek7ig+9Ro3zNxR/iOfzVEr5HXnHohvjR3VmUs6z3nG8nPF9DldSfh/16NJoXM34gQY7KUfu+pRT+GmU03KiOfINNc/qUfP0AybmOSWU319dyqdmEeXbF+ngG0kFlF9QGsn9H/+RGeOm8tsl2xJG1BZQ/KUa5ccVNPijlOIF1UIh/v7pDcaftB4546mEZa1/ziNMzudvGuXLdF2cduYVlZRHwQ2f8D13F5ZwLbVGj2Z8vlXpBL2XZDtwXU5OeShwPEG3leT+3yxnxripbPfPT3ndyh38g3JIHMr4DKOMih6qSgGKE6gFVofymk8UubOIOjMIlIC7mWS9oj1c/dJRmswPdCB3rPAtm8fw82WGmHbcwcRhtsvoTn4GyVYGAJ01b2PCsM81lNPnyQwHUddT4CgIZVIh071N+eOZ+IBEL62lIihszphPGHwR76A7qLUBFS0RFEQVUg7eoygHvh4UkAricEmK8T9IAQcrXG6hwFmQ0PmFFGM+mmJCNag5+gAFdsookPku/fsjmwJOd9E59oNy0D3RtC2dEoKxAFqIctKeRoH4iykwbh1y7TWMwdNH7KGYYyvzbv8y77AmQNkCBo/0+StSMQUorqTG+S0ql9Vaxp7z2ymnae/5cw0pMBw5t0JUpNHddCkd7Jr+J/2FVSEVcXocxXM6Uo7O6dT68CObv+to067DKWA2ybQ1Fm2jhHwdCui+Y95hIeOD198p5+ZqVJSVBUqJHLFnUPlqmjHYeX2WfqWUjA6UEnHMEw4AxaOlpr4ODI+8SkQ7qLQVLUiu//ZuB37mvx23XAkFtmpTyk0y9DbVnw/4/FZMKSRlZSFe9NpvzBg3lb3vmMYNu/K4ipKnxzM6rcAGhvPPSgC0l+TtwHxqkbZm/DDgolCIB7w1lxnjprLN7V9y2o493EJZGLozvoDcQkX4WMbxJLU4O1KCblOcsqsZnnDsYEpz27cgm8ueOcR48HfX4aoRtJFC70MojSON0ppbmHoTRU+UUBEJ95Dc9zkBoDbzN7E7kzv5fSMV8dGZyknxOpPTKOZRETBVKSYfNA8PKevF9dRi7kUdHBlUeyox9w+imP3xVN8HbfsWCvx0p8DQMZRQsAs8kRViI6WFHW7q38e8ywxK+N/F+EC2iGK0t1DjnUqXoAxUnybKfRKiQMY7lJDoy/AcQJcwflSMl/6gAGV304arKLAWBJzsZnLj/lelnygAMI5aJ/PoDzBCFM+ZQkVh2cSb9hrJ8IjGjVTk2cUUqAYlwO1hrJcxPLleMWUZuYpShFKonDL3UTyhB6OtyTY0/mJqnBtSKTp+oQNRfvMth8qn05mKir3I3GspFiDZRFmFalIRtB8x2NreQFklq1BWoqCK1Q66U9avYPAUHoWUNTWN4l82nN0CoG+W+KtHIcpaWYvKlxVL3Pu98xwq8u8QkjkznnKRxL8+X17GL+I1l5o7LSmFKZLWMLZFyFqMXvZ5jw+o3FRlJB/6cikzxk1lp399xtlrdnIZpdicwvAdlUJKEe0b8Y6VAGgvKbIDS6itjwb0SUpoaBPJY4pL2fzJn5gxbirbP/Qdd+QXM48SjM0Ye3upiNJkbO6VatQE3UUJId9kiB4qM79fS6Hky6jFeMru7VzxeG9N7Mf7kHtib+blUJrXdZSZ9iQKFDzPYAL9VAOAJs7fxCuoxXwVk9seKKYEXj0KyPktsHj0LWXRqkPlvEim7h1UaHA9anvuNTrwEOQ5cymmWZ3SMl+gLGxvMbFgDlHM5nJKKDSiGOiFFPjOClD/drq0B1WpPgClkQfJMk1Tz4cUU/SGWd/FxJZISw9QDOloasvreip8Okj5fP59wufzSJ5BMfAfGQ1iQhRAnkmByweodX00w0Phq1Hbdp9Tc+5yyppW3/zehNLyTzT/D6VAyGqSr1BztgOdFe8Mas0vM224ji7LeRYFkk6j1kktire9zHCQm8fw8V5J5aHqQM3NE6h5lshSvNS8Tx0K3D/M2KeJe2ktBbxtUtXPGWxeZVOWw5rUtlVQa0oZ1fcNqbk/J8H9XsA2iwKc+zA6ae2xHgC0juJv3raeRvFov2SEpFMsn4n4/lVqXV9BsmTu6w78fP8Ai6jtve7UWHtpHbXbcACj02Gso/hVGqNzv4WorccajM4gPpOO33xO8qN5G8vdSd77bQMXUfLvDIYrc59T2eNBWQC9VAmA9pL8OjBEmXNrMnbWTJKcl1PAbvd8zYxxU9nvpV9ZUlpWnrysJqOTQEXSLspP5Vy6pGM3UYs5npnX285ZFLMqI/lU1nque7gbOT6doWcHkQXBspaEKBCQTvlaJNLiLQCaMl/2qhmUOTeDyecf2kYBziqUtmhNz/H2fb3tfo/SFptSWkcRtWCCJKHMpkz5jSim9Jxpw6cB277dlG9FMcRulD/KH/EKeajQtP9oSvMGpWEnyj/kpc2UFc8KyZpM7FNmqYDa0ruS8kW4lXqfeHP+70xrKbA9l5pf2ZQwWEBZ16ZQlponKCB5PZUZewzd9qG1lrWgAGsnCkhbH7f2lEA+i1IqGlKCrztlJU419/Wgy5z9BV2+sRAl9K6jtplsZudOlMXiVca2UK+mlBJrJW5JWWA+Zfz1uIs6DuhgU9cAShAnOqKhlNqOttnVh5n/g6zdFRTfSKOsot8y2JwvoixMjak+/TRBuZCp6ztq3PtTyvFzjG1hyqG2f06hlKJCCmylUSDPL4nh0QYA9VuylY3oxuhXak4cwGjlJkRZ5sZQc2p/OqBZRIHoGhRv56KPdZLA+HQWfvEvPhQKlSfRHRrRB7MoIHIswxXCrZQVzx6jdHREe0qp+VKPAvqWCqmxsvP/UJJz1u1iJ5Nk+J5PF3MBBeDPZfj4P0aXKLgjo63c2ZUAaO8oHoKcQA326zHKriA5b2N2ecbKm6e41E/PmLIPMXqBWWdXL3kX0zuUxnUpozWnjYzvqD17xwruuH8fTfSXR5DFLs3ZXJ+2eGktnX+GRe851CLwtveU52aEASBSk/xW6p3PpIDM59Ri8iZai0UzKYtOQ8qKcCmVwTQIFVMMqQUFZDpR2moQRkqKIT1CBySq0DCNJOq/heHHkgQFUaSsUbUZruk/w8QMPY8SgG9QJv93KQ1pIhNbgr6jAHq8uRSLHqbmRzy/Ej+aQ7X3HWq8tyRR/nFqe+cJamymUKBjAQVCsukvkNZQWyP2upwStJdGfO93DaWAvfU3asxwPxnvVZsCDN0oy0BLah3ViShT09xzNgU236CExQZqvn5AJTtsQDeXDqecgCdS22B+FrYQBXisb1UP845vM9xx3Y9+osso3otax7MZbAvJOuO2N+USOf5aWk71ax1qTII4+Vu6i1qjw0zb41EZtRZep4RzY2psXmJs/rCFWkfnUVb25hQfr2K+87PyWiVyJF1W9UtM/QdRitF3Mep7mmRLA4BqLt7KD83331D89Br6j/nHdMcoVWX4GYVjTJ1zSXLlt+QdjWX5+egyLg+Fyv0pq1NyzNJyao5ex+j+KaUAvQXrkWN2I8VDf/dp62t0a+DjrHweeNdXzBg3lee9Mou7ykJsQimfkXPuR9Oe6vSXB4//BwBQRSIp//K0AtEh1ldDyezOhUK5r/H8RigksF2renjw5F64YtJcvPHzWvRqWQ8n9mmNi6HwvZOh/BVPmHJpUMjxQCgk0IZWekPDT4byW4yGTvx9DwqlbgedOv8VlBfH71TdAxt3RNaZHyBv4ijUXvczdrx7NqafOgl9q1TFkVAo4vPwDynMgELNHwFwIpSfowwKYX4YCqm/0HN/iie2szp0uvpJUBJImxMmFwpdngidjB6L+kHhoK9AOZN2mO/fhvJLxAohBxRWeSEUnnkRFI6+Asrb8QNih4Jbqg2F6/9u2lkGhZNuhhIyJqKqUBKyVKhf06Fx/Tc0hxKFFy+BQq77QqHvh0HzKxfxQ3zXQKkRVkP9d6y5ugWoczaUCmG7uf9QU++hiJ8DpgjA51BOqB1QaPp+UP6k/c3fPeCfc2kbFEq7DsoDUwrNm4w4VytozayHwu9zoNBke9J7nuf5KVB/1TPtqmfKroXGqJq5lkB5YNpCYdfN4d9fe6BxqAPlHKoGF05fx/TX0VAOHG+IexnEK+w7tIVSYRwPpUOIR42gNXoT1JctYrQtklKgOXASdOJ5ojnvpdZQXrJjED983Y+GQHxwIIK1MwSFv++G+q47lIagXZwy06GEgMug1ByLofX+VJw6Cc3RB6BEj4D65gnoPWPluyLEP24w/9eF4yH9odxFfpQCzbnPzTMOhfhlKpRWox9iJ2psCICGmR4D8X2Yur6Ey7MT2c6VUD9Wg8L89/P8fjM0lo02zAbeHguUFQPdjgOPeQzvp6RgIXSa+1goBYGljlA4vV9qlqeh3EjnQmsrUv5cCc2jyJxlH0FJGZ8F8GNZCC+8Pgc7dhehS7O6eOy0A1AnNQWfQPzPO54259D10LrwS0Nwsqn3T6U/DUr9BchagFrk5MR0Av2cssiMo9CtRb5rKM3nGJIPfbWMGeOmsuf4L7gt1xmMf6f224+itiZspMskSlN4KE7bMimH6damDutfcSa17/9t7KIsWzuDxXc2I8en84P3zuOpZWVcQmmf+zOxw+t8OofrlqbuupRmccKzsgB9ssDfZbuU7nBEmHdIo7YEElmDdtIdgGg15hqU/0QiP4I91BgdQretUI2KVgril5JHmZzPp/q3GuUfFVS3sBFjbSgz8GUM7pOzitpe6Uhpc6Mpa0Cidltr4n2UD0QKpVlfTc2PeKkZQtRcfp7aTrHbJR0oTXcitS0Sy0qzhdp+ud+U70GNcyrlW3UKZeWYSlk47HPK6MLPf6SsIHdTfgXDTVkb7lyF2lo9lJr3/6azto2gLG07zLPmUFrzZPP8Ryi/iKsoi8toanupFsO3o45jMOfXtVS/fsP//UNY41Epxctup9bbldSRGy8zvkVvAcO3AtMY7bPiR9/S+UKlMph7QCY1VrauExlszD6n5n8Nah1+E6BMCRUcUo3ywWrLYMEA+ZRVqjrJ/saf9LNFiWNEC6gt0nRq/t/GGAEQWxeR97aR5ee10SwpKeTFptzXlCwK6u93D9UnUyk+G8Q/i9SWZjXKQk+Sj327ghnjprLX7V9y/c7YAf+rKMvbJYw+2NVLlT5Ae0m2A0/IyWEGY4fA/0KZGzMo06sdkPXUlsuw0jKOeFy5DK54M9yldzMVmWAPvrTw6AuKGd/I2ANcQgkFmHtXmHvvpCZWpJe9l3Ysn8aS2xuS49N5/U+P8gXK1+hEysT+eZyy6+jM4qCin5ZS5v22BgBNXeBvXN9CmcPt4XVVKKDXkUozkChqLItaONdT5uP2FAjbl/FBn5dKKfB5AcV021GOfslEfb1q2lufEqRBF30JJYQHU2N+NDXWQeoOUT5V9nyxBubvGQy2XbSNmhOjqflSn3KgfIvhDtaljGZ+NsprIgWAbA6mNhTAeY7K0ROithSm+dRfSJndJ1Km+yF05+Q1pPrkKmodZVDO3H6CKWTeZRblJ/UQtd1yLJ1DpL26UUIxyJbnWgqc30YJgf+lvD4bKP+xDQx2Kjmp/uhBrbF9KcfX4QzfTomkHZQztu3/qpSSEWt+24iwM+kUk6ZMfFbdAipaKJUOlCQKxc6nlIF6lN/MJZQjdiLws5Hii9UogD2VWjOJaCnly9WCAiM7GSygYxmliHamlM3jDAD6KgEA2kTx4M50+dR8+UJhLmkPNn1xKPOK9vAYais33thGUojyX6rNYGDQS59T4/2k+X9t5p7yw8Unz4kd77mFUuJOYeI1XQmA9pJsB2bm5HA0tdD87BobGW7VmOz5bTPlK3Dwhmy2v2lq1Km+axkevu49BG4mJSDOpT+KX01ZIawj2AC6SfEWNcFuoj/zKSI5d/bL5Ph0Ft/ekIeun8WF1KS+n2Jcd8coS9OebylfgmaUAComeaABQOcu2Jxwgm6lhOEF1KK/2rzLjQzm6EwKtC2jSxp2OhP7NXgpn3rfehQQDQqiSPX125SQqEv1dTIh2L9Tlo2aFNN6nOEWpXigppCyAh1Plz/ldjrr3e+Mn9gtn2LkF1IMOo2yxj1Gzav+jJ+0jtRaeIsSJDZkuildPqogOZlC5jmfURayUxjuF9OBAptBfbb+RVl/bjDl5jD6wMa/Oq2n+n0+g/nQkVKO6jE8l89I+qe4WEU5Lp9AF0UICuj6ieAsClgPpxQa67/ThbEjoXIpy/F+1Pw9hRKGfRj/oN+f6QIDTjLPn8Zwx9pIKjXta00pO5MovraW8cFPCeXTVoey3liLbSJlpYxyGLeHtyZy+PbSm6a+0+kOfrYAaFocADSTWsdHMUG0aChEvneewM/D3bgjbyf7UTIo6AHLpN7xSmpO/ZxEOVLjVYPqIzUpxDNe1CHapz3/C0Mhf86XRQHDYYwG8Vk+91cCoL0kbwcWUpNrX0abMENUUrjBdFqx15t/GxUS3WPKQmaMm8pD7v+G+UWOpedSwm8fShB5Ufhi87xjGJvZbaGc/9pSQsTSDMrx8cRYZUMh8t1zyPHpzHmkBy/L31UuLL6iwNdoJt7mKaVMppkkTzIAqMXvm3k4g50a7qUfKKHXlYkFcCQtpJxE0ylBniiJo5cyKatEVUoweKO1EllXyqhw3t6UZeVaOhAWL2eUpV2UFaM9BaSs4+fd9Hca9Gv703RJEQ+hrDRtGIw5lVGOrbdQDMYKvFRqGyMoGN1OgTK7XWYdKW9hcBAylbLkXEbN5TeosOCsgOX/arSSWqdBthuKzf1f0Dk0p1DzZgzdyeq7qPV7DwVi2tKNJyhn38c8dWZR43YxXSh8N0ohuYIC15EWvRzK0jeKWjNtKavsbGq9jKP/mM+jtnbqUGDkXjpQtYP+fCpEhVQfRvHHcxnMMTpEWV56UIBvAoNv6/xMgbMWlJIT1CF/tWlnI8o6GZTyKUWwBmWx9NY3+qn4AOhVap3dwNiJT8ufN+dVgZ/bGnDDupnsSMmtLJ9ym+k/hqUUf2lEf4D7BWMrod9SCt+Dnu9syPs+N3/GD3f4xcGpfwZRFjWvZbaAmmuRofpkJQDaa4rswHzKbN+TsbXrnykB+q+I7zNJ9iosYXsTGn//50uiytpIj2sZPpHXU4DgEMbfaimlGJV3ka82ZfvShcOGUUEO+ej+WhRvnc4yD/peQwn1LnTMNRGd9IwA0KTfN3M4tUg+CVjW0h5Ku0ijrCr2fYLs09stmKZU1IrdUgtieibVX6dRmuz5FIC7Kom6P6MscdUpId6T8bcivVRKRTANpTuiow6jc2bEo+UU4KhHt8V4P4Nv75F6X+82UldKwwxCa6ktzoeobbG3KFATNALor0q7GQxwhyiFZx0FBqZQWyvVqVDxqyj/pFeoqLiLKOtDezpfF5s8EHQW4tspK4oFMHUpwXY9JcBXUdbaWyle9BO1dTuALvHl6aZer9KykA6U7DHPOt60t4Vp7wzGn1/5lKXXJtk8lloniax6ZZQ1vQ8lNK9gsCNnSG2PDqYAxU0MDqAzqXVvkxFmBywXovzl6lB+Y/E2q/IYDnCWUHyiC/23oCwAun3hlrByJZSsqEH/aOQQxXuvpRmfbYtJ4/u5/sdH2ITaRowEhZmURf0En2cWU/OsBaOVuyWU7BvmU46UklyLAuaWsvOKud+d05gxbir3/Xq5L9AspgwAXRkud3+hDBJNfd6BrARAe01+HbiHAiJ9GH9RLWI0U9hFcr+FW5gxbio7/PNTLtkSe2AiJ0ImxUB6Mn5GaD/KooRqWzrLRljbNs4hb28UlgHUUj7lJFqHLneRL5AyZAHQZ79vZhmF9KtSjLKQyaVMn05ZxbpRDO1kBt8KyaIsKVWo8MzG1JZBUJpNMdCaFDMcw+DOrSFqT9ybDfnBuCWi6SlP2RQKxATVQn8zdXeimEN1alsoSFh7GdVP8yjQOJfS8uYFrD9oG/+scntbZ0kFrz2UYjKfCmF+jQIlB1AA4QJqy2gEtW47UyDDm7zQOuJHhs+nUFa0wZQwvocCHj9SvhOPUVaZ5ubemnTg6XVKEHnXd4gCoBMo4ZxOzYkjqHk1l7EBTD4FQk6mhFcTastzOhOvxaWUVbUBJTBvYTAAU0xZNfY1bf0Xg2cRX0kJ6CoUMAySPbyU2lJ5kQKU/RhfYQqZ31+h+s26QNQz7fabj2WU9eMcCnhaep3yoTmD/j5nS0n2MgDozoWO8+6igEZLRifWLaEsIj0pwPkbSRblkU/2Jcenc9trx7N2WRlvZPi451LHH6WbcpE5ywooIJLB8K3TndTcs64Yfn6cP5v3vN3zXTbJQZMXaMfg4emcVBI9o8oop+62dGOZTwF7a9H8t099JPlbJQDaO4qFIHMoATOAmjR+2VtvoX/SuxySXV6dzYxxU3nMUz9xVVn4cllPaTp+jop7KIbajtqPnhrx+4uM7ZxXTPl71KWY6DV0CzWf5Ju/PC0AdEdjcnM4VAhRArkqpU31otuf/p6ajFb7PfGZn8sBkKVZFJDZn2K8v5lnXsn4ztb2nS2QAWXuXE9pJ0H2rH+jO1yxOeVjNZ7BtnW20/m2wDznHQYTuDkUs/BGFZ0VsKwFUC9Se/M9KAGXjCVnhSl3BzVXChl8G2ocZca/mwKCQUFnCSW4h1LJQidTYxTknV+gxmcg5RB7GyUcZlDCL94zelPWsn0oxWQoJbAvMu14wDx/MiWE5lOC+Cv65+35M64USqO/gfJteZOa61+b32tQc2sENa+OpUDUUsbeprmbAkx9KRDyMrVFmsjyFKIcXHtSOVy+YPC58CEF7C6g+iuZbeVhlPXqfSYXGbeU6pN7GMwCE6IE8ntUvxzN+AlHyyhA/wi1Rq+khHgXxk5iWEIB3SspYVybbnv6RWrO+fGj5RTPsduQB9Hx9hJqnb3E6Pk93zwTJJsZAPSFBwD9SG0JRW41baI7FxGUFZok+dFl4u8PduKVu7fziYhy+dS6s+X+4fMuqyjl3/ueIarPbGTmCJ9ypNZgJFB5Y83O8mzP7Vdl+s6tbKofvFueWZSMBAW6YrlZvFkJgPaOLAB6zqcDd1FA4FDKtLzG81uIYr4t6O8Eujwrn+1u+ZwZ46ay+8y1YSegr6MATiyLQzGlLTShmL432ddECqS8GON9QpRTn83Wabdm8kgeFwrxizdP1SJ5rJciBSLoe7pIjfPNd7Mp5jqU6hMLgD7/I3xpzqCYPihz/i4qIsOCqniMdTLDkwE+QS20dPPO8YTj9xSjsO/cimJGHRmdqj2SdlIg81bzftYa1I+Jo1QslVFg5nBKKB7I5M4Jm0wJkRRq+/VdBhMmOyknQ+sX1Ivyt0jklEzKDH8n1W9plAA8mZpX8TT4Ympr4w5KsDSnc4weSfXjJ/S3IG6mrIMTKMA7ghJINnFcHcon43gKcD9DbfeupITZ15Tj7jBqPt1Il2n5cPP+GXQn0NurCmWhaEfnvA0KyF1GzZHffa5vqXGdbf6fadrYmwLYvzE2WN3k+a2EwefCbgaP4PIrWxEqYcXD+gspwRpvbRdTgvUrSpCOoyxnifz/ZlNK3GDK8pJC8bNEAG0KXeQhKLBk3y8e0P+U4U7kH3h+C/OxiaDVZHlW5XRGpxiJVS6fAvMg2ebpn6MAUKyyBRSYtusuiyQXvOsOOF39vW+5Eqrfa1NKWywfHr+yN1N905TB/TaLSsrY9+HpSg/z3gI+HbAcKYWuPsUnTo9zX+UW2F6S7cCqOTn8zuf37XST+9yI30op5+OO9N8PvvvH1To0dPwXHJEbbo9YQwnpk+m/oN+nAwT7R9zzLiU0HovxTk/SCZX6dBO9lOR1eTu53hyXwffPl5O0h55j+EndH5rvN1PWsI4kRzztD4BmUhPWlh9NLaYfqT48hLHN1SFKI7qDYgo1KDPri5TQOZbxt+VIWZK+oDTyCylGa3P5BHXUDpn3OIcCBscyuG8UKeZ3sam3P8WMg1p0llHae0M6S1ZQf4i11BacTT1wEOWjE8SClmvaeTm1jQMKmFxhvvfC5GxGp/LfRAGbW6htgsZ0QPQ4ynn/C2p7bj5lafCORylZfv7RCxS4OZmaB/XpQMw+FEitSo3NWYwd0ltMrd1l1Dz6jHK2tjmEQK2/U6n1EgQ8bGPyDv//rVRE9XfkNYvxwdoj1DruRil/tSnQHW+O76Cbl6AEaZCQ6pV0vCSVwbKzl9H56YBag0EsYVmUG4Dlm7cFKENq7h9KbVM1prYxg5Y7iNoCHE5ycDlPjc/lsiilZV/KYv8aSWauJO9uKZ7+7d2+5YqpNdWa4meR1qF4dC81zj9TSkhQus7k/Ol6xzQuzisKHM24i+JDY6m5uCvOvZUAaC/JduDNOTmsz2hh9z6dNpHK6MR2hZT2fgCjTbnflIXY8XGlOG/85twogLWSEhKnM1oz2UoJcKvNRk7YqRRI8JvuIcoCcRylNY2J+O31db+w5LYGWjBzotlKEWVqHkohfrskCykQ2DLBYi2mtgLOpEtatoOyEDRisGMiNlAaWIgCi4NN2XcDlPXSUsoPog7FvJMx7y+nwJP1MUrGL2szZcWoQ21LTEqi7nyKsVnn1VFUn9k5spvxhdRKamthf2ruHExFIFq4+hLja/xrqXE7iQJjaRTTvZMCMu0YvTXrpZB5xvsUmDmCTrO22wQ1GdxxdSclmN9meHI773P840qiaTq1xRnEb+T/ipL1dwpRlrezqP65gwJ1HzK2xaOUEojevhzC2NZD6xNzgef+5ow+1DOyzE+URc/6cmQwcdTkdsryU53OqdovAiiSZlNbhw2ptR7pUBuLvqCAQW9qW+1iBlNavqQA2nDT5qCBDLMpwHQUJTPWkhwTAABtpLa8+1PvVUQyVFxAPnOwePnLI8my6BEvosagLRMnwI2kJ6hxSDYH0LQde9jW5Pz5YG7w1VZMydN+DObCUAmA9pJsB2bn5PAcirlHWnOyKKtCNSp6KJJyKTR/GKMH7feN2WxncgP1WLotamEtpzSps+m/6HZRTmX7+LTrWwqZ/5OxmeYKak87MsR17g8PKT/Qnc0Y2hbbxrGK4UwuRLK/Waz/+GNLQmbtNeeXUfvEVanti2TM7mWUxasGpbUnk3cjRDHQ5hQomJFEWVIm38MoYXszXcqAIG3YSY1fQ7oDVwups7uCCO35FEOuQwmPuykfsHMYjEEsNfV3o8DwYIoRHshgUVulFPi4iy5E2QrAExkcFIaouXg2w4VuA0pjD2ol+4jaQvucAsbJRL79X1GygGY1ZYE7lNqGvo8Ck2sj7iul5sfT1Lagt1/PYLT1bze13XoOJbjtlnEdamvRr53bKDCxHwVEjqZAxmDGtsiWUgpUP1PHWaadQ+KUIbWubjXtOZDiWXsowBqPdlJrpArllpBp3iWR2M2lLMVVqTVi+VGiOVVC+bqkMX4eNT96i+JhkVHAY2JY1S3ZVCmjGGHR+vR6gZ/725M50aux0JTZh7EPwY1Fr1B9k2yE74ZQiG1Nzp/TX5gZM+ePH11GgdHIeRILyFcCoL0kbwcWUdpqX/qbTVdTwtfP+W4HxbSOY7Smf8cni5gxbioPuP8b/ujjBW8dAs9n7MWUS/+8GDMo7fqKOGXp91tZGTNfPY4cn87Vzx/O0rLgy/gEs1ibLNzCU5h8ErqfqcU8kI5JB83dsZTSgJrTWSGCblFlU/1kLTqZ9D+s1o9Cpr7udDlWRjB2ErhI2k35ZrWgtL/9qHkWJGqL1Pg/w3Aflr5MbkvmD4Zr8LXp75wZi8ooa6Itn0a9y6SAzwhRVpyPqW3GNQye5O+vTHdS1s87KD8YL6veRfXFqxS4PpEucaDt5wzKorOR2sq7hc6qmUr5Pl1EAdxDGB4xtNaUHU4pcI0pEPo+te04nNHbrEWU9eg4aoy7UYqLFc3T6G/N3E1ZGttTW5c3MXx+xhrrfGr7tiFltZnMYPOpjLJUNqIAU2SkVDz6jlJ2ezB4+gxSgP8wah1/n0S5Mgo0VaN/yoxYfpWkeHxDKi9PWL+v/dn4/aSTy6K9HfMpK1Mn+oPBeGH871JzMHJLL8T4iWSzSe47fxMzxk1lp5s/4xqT86eU2rKLx+efpnyTvONRSoHTWMpaJQDaS4rswCxKyB3P2Kgzlua+jkKv5zF8Ae8pLGHfu3X67Tuz/L0yFpHlJ+LGc7jzo7kUYzvXtDnatTkG5W5hqdk7fnj+28yjcoIkouNNxMLEhVvYndr+W0c5KwelTEqbbEhpGLF8ofyohNqXrkaBxtYMP9E4Ef1GWewaUdrYLUmULaVAg/ULa8DkGGghZbGzwq0Lk9PM/qDLDwMKOAfN0hqiBM3p1PweTlkZ7mewKLBSSngX8K9hefmzaS0FQjdQ1oKt1Hr5ntqufYGy1lxPrcVjqe3HDIZbZ6pSIKGJ5/+uFOC4kfJ7O5zK93M+xU9spGJ9CnjfQflj2LW+ibK6lFKA6mY6sNydAiM/M3ycixnOZ+ZToc6NTT2XMrFPEClg9E86R/PHGMynqpiyPLWk+mgig0cj/kZZmBpSVtWg5fLo8o/9k8EVL1LArwnlGhArZL+M0Zbh3dR6a8LY2ayP8omsJcUbreU5bBzKylj27CByfDrXTrky6nl5FEjel9HOzlsoK2Asfj2V/kBthXlmrHQfRSSHhELc5xE5Pk/4all5uYEUSI9F31DrYLLnuw0Uf+oXp1xW5Wnwfy7Vh05a7w/gRrhTgZt77rEnCe+CTom2J9i2BTANwCDo9OChAA4CUK96Gs47uD3u/XwpXvxpNU46sDV2pqSEndjcDTqh+nDoBOvWAC6BThb3Ui50srX3tO0DoBOLjwRwOoBiAC9CJ+h6aWvEe6Buc1QZdC3wzR04/evbMLLrKGyoVhtfI/xE3xLzrt4TrwGdVP0LdAr7gdCpy60BHOG5Z4P5LvLU5kYApkAnz59g6ugC4A7zO6HTzvdBNKVBp2WPgE6j3gWdgj4T6q9N0GnFsU5f7mPqHghgJ4A7oVPHLwKwEDqhOtYp01WgE4qfMvVkQf3+AYA2MdrrparQu4+BTrZeAc2RT6AToxNRe+g9t0J9+zN0enM7xD/FHdA7XW/+ng+dVN0TwU7xBvTu6QDehU5+75xEWUDvOw8a507QSdtB6U0AhdC6auS5Gpp2xaJN0AnWlnKgdwjS7j+gk+QLAORDJ89vhtall2qZtti2pUMndedBa2KXua8adPr8QAA9oP7rAp0Yb5nuZ9DcmgO31gcCuBbAAOgE71SftraAeM/lpr7DoBO4j0H06dyWqprPGQAug07fHm7qPxZAjRjlvHSNuf8AAM9BJ94HESDLoHW0G8C/AVwAoHqAcgBwN3T6+XkApgJhfDSSCqA12hJAJtSXqQB+Quz1thHAWwCOg8YIAF6CTjq/DcA/ET0G2QAmQmvjQ8/3JdBYlAKYDY21l34GcA+ApT4z8kuINz4CjaulMgC/LHgTh2xZgN3V09H68H9HlT0Z+H/snXd4VdXSxn9J6GBABARUAogiVuzitffee+967eVT1OsV67W3a++9d8VesDeUYqFL7z2hhiRnvj/evdj7nJyyVsR7L5J5nvNAkr3ObmvNmnnnnRmmAZ8R6+0lwF1I37UBHqo1SvrvEOBW1PXd3cNtwNVozryaZRxIt4wZMYPUtPk0b1TCCX/rwr1oH12Iuslnk1nROa+M7hfgTfR+Z+cZB5pzy1yWmSm1HIhDgKZlWJD9TXDc5pa9CFO1ySvLZg1/bwovrGriTpiZzV24xNaN0uL/PWyatbbsoZuBJk+qxNKLaTk52oScZEuVHWEx2fScjL9NNxGqa8GvSxaZ3bG+WZ9Su/7T6w0TXJ/0Nu40eWguBOeqln4QpWy+bHGNiE4WQ/w1JgLwYZY7TPa0xZkXRRZnGXwT/f5uy+2Bvmt6P86z3i8654mmmHc+iHq8iXtymMnjLY6updQEGxfix1SZMpAeMfEIepje2d8trE9ZtQlBW8nkkYaMHWCao2uYPMQQFOxS0z13MsXd3zM/b3ihyavE5H3vbeJB9LPCnKaXTaiGI8R2NHFJTjeFB1016WxI4AmmcMVqFpdpcHNmZVN24pbR9RxnItFeZ1pDG5nmydYm5KWFCXnb0YSC5fqsYzE60c203t1cLY6+70ar/c6qTBycq00hhGdM69pH3je9y3csjOdmplDbS1a4rU2mjDLdR2jxVTPd25cWhljPN82j263wnFls0gU3mS1NIvnc8lctn2xa2/uZUDBHhE6ZeC3ZQnHlJt24k2lOXZTx9zGJ8ydlsGn9u1pg2bLA3rJ0RCxles/bWTyPd4mKy76TQIBcVmtSPjazzRZX2ORb1jLrU2pDv/53ljPqmSXD66NMOsqdL1cZlZqMcy40hWXduAtzjDMTReTAh8X9ufqt3+w+i7PxeuUZZyYEyM2hwRYncDSy/Flg4+tDYH9MnAF0THl52iL+3rQxYQqVZNvA37PsJLF3TDFiN9ZN/qvf+m0pMewEk2LNVJ7PW6zgW1htjshEkxLPVjH5cYvDIyVW28Bycd0HM2/k19fN+pTa4mvb2RpzxhuW3uNmiYk3sIpJ8WT2rZluUlCdrXaBrd9NEPwmlpuUONwUhups4va42PQrJoPkEMtfLG28yVDayRQaWGzKoGtgyoopxDNxRdPuMYU0DjItvCssjN/0mYmD0TQ6v+8GVmVSnJtH5z3R/EKRZgqBPGrK0iI6/yPmtwnOMHFPDjEZYM1NUP1jVrgq70yTwfIPkyHRzDTnNjGl0z9r2jSSa2pA9HOlaW6+YZo3J0fX3c5iblF30wb2f6bQ0ucm42gtU4hluinsOsDEq3ne9P6uNoU4jjIZMZtZ3H+NjE8D07t+z/w28LEmw+Z5++v2LSsk802G9hemOZuvzILLHHvKtB72NhnAtfRPhiw0kaG3s7iumKMG5JMKi+vjYHIGh+YbEMkCS8+I29L8EjSqTEZ2MinA1xBM1ls7zOL+iu/8nN8FmmNm93x8tVmfUptwV09LVflVjaqx+B47W1gCyl3RtZZY/rIcv00qV8HDS/va+FkL7PtoXDvL3sYjl8wzGWvrRtecT+o5QH9Q3ANsVl5uyQYRVSaCrEM2chVxutNkqCSJ0SmTsbF6NPbW6PfjZy1Y2i1+8KRy28NEYMx8dQMtrhCazeIebfKET7DaXIxykyfouAKZ8prFyEp8wSmzx/Y061NqM1852Q41oQrJ60qZUINmZrZ9js7F1aZNcS9Lr/5cbspEaG/ZS6g7qTEphmTWxyhTPZg1zY9wPNviZ/KNqZ7E2gXOm03eN222ZaaN2lexpUwG8EYmBXyd+ReoS5nufz8TwrCHyeNLJf6eT0aaDMlOpnl7TDTePY98XKNKE8fhHJOCLDKRza83FQFMmYzLXFk8Vab3c4/J+HDGcAeTkXGrqS7UlpafszTH5Hw8ZTJADzM9S7cO3aeNaZ7n8w6z3eNRJoW8n4lH1s/qXkDwf0EqTM6BLwfGTDyLC03I3ykmxOwyy4/GDDShYe75l5jedaE5eZ+lG5y5qtgnpcrEP3LjjjY/ztlUU3FOd32Zma+5ZLhpjjUw6c0xnuOGmnSE43NN9xw3weQUbm1aqxMtNoD6Ds5tAM03syNmj7HF17Q161Nqo4bmK0YRS8rkFLQ1IXYP5T88Td6w2Mm/s8CxF7w40Mp697Uzn/3JJpvmy4Wm9+CTsequ9WhT5KDCCiOn9QbQHxT3AB8rL7fGVjuTYLQpxXQty74IU6bMms5WewHMN/W4KbMYhTjz2Z+srHdfu+DFgTbP5DHvatlDWu+bMn2yISdDTRP6bMuuhOaY4P9sKd9vmyzz25O/nDRQVUT7lJqN/95GWvasijvNrENkAH2Uo3OxWW0idrWJ4NnY/AqaJWWx6T4bmzIJQuD2BSYUqIHJCw0hPS42GQBNTUbdyMTvC0mNyUNey7Th/jsa97v5lf4fZgoNNTEZyU9b3B+n0GbgKlMfG117J5NhdIIJbSmEiKVMBv0NJiVdZJrfHUwI4zPm9w4mmzbbi0wQeDKF/jDzq1idvKfHorErmdbN4absJF+ULmUyAkPT0v+T8qPpPvuZrrWQYTPKhJJietftTHM1V72XWaYyAklj8kTLjxgOMs1FF+ZpY9nDQUmZYtr8mpocxCbmV//rE9Pm19bk+OxvhdGKlGlOtjZlaJ1sMs58xPXpOsrkeL3hOe49k4NznGk9+47LTGd3jvNhBQygeSZE7P0Xj1P5kif2qVXENpf0Mc0Rh8D6Jpv8YHp/93ocO7V8kXW7/B0r693Xfhg/x3qZ9rWQumtmQgdbWPaM52xSbwD9QUk+wAtMkzPTkElZ3LMom1SaFt62lpub43rKDBw/x8p697Vul79jU8sX2RTT5nKsZVfM1ZabFzLQ5LFcluPv7tqzyfsmpXRj8pdvnCkD6KEdzfKkxW8TGUCn/zY1eDN5ymTI9DbdW0ga9Eumze8wk8IebmGQcxeT5/WjCQnzXTJjLe6O/U+TYeCjzM2kvB82oYFlps1mC/MPoUw3hXXaWpx5doj5P7dyU0hsG4s3vI0srHP7dJMhmNw097Uwzsgg0zzvYcqM2tfEnQgpzDbcCvcM+1+T6abQ9G+W33CtNIU9H7d0Q7GBqfaYQ95S0Xfda1oH7RPHtjAZhJk6aIZpDu4efV+ZyTBfxdKzbpKyyNKLce4XffdGlh8hmWRCG5qYEMT3omst1Fbmd9Maa2gy8uea0MtCyMFE01xqHp2nxgpXjDeTc3qiaYN3pSB8ULSUxa2GfEtoOMmZzm6xAfT24NqrqsK0fk8c85X081WtzKbk64QWyx2me/Rt6+NktMmYzuRC5ZIb3xtqZb372sH3f22nmDiYoRy2ASYdmy31PpfUG0B/UJIPcInJyt7Zsi+GfC9ihumluxT4fIvJ1Xy48T1FqIeZlJEzZEIg+W9Ni/9606IKqXD7sWlxXGNCNyZWTI1Lqg/KXdR9v8gAaj1kqp1rMiZGBV7zqiYv6BLLT2jMlJEmblY3k4fxcP7D02SeiaTs0pD3sbDQwbvReYtMzy2koOIiE2HeEYA3sTAFMc9EAnabXS/zh9zNxPUpSYxfycSx8pUXTYZY8nOX+UPbfwWptMIbXqXJCBhk4iY9Z7HhupLJUTrJ4saRB5nI1u7ddDaRuh2f673ou/5tqsHkUuc3NIUrXzEZkkdbukE6zZRivovFbUQuMSV3pKK/ZTMURpmKvq5iWqPJdixTLXeYbLwppNbYZOB+aPGzymf4VZhC641MhoyvYZ4yIWUtTfc4xnOcmVCXHiZnyJdrZyYE9wQTmvJuwDgzUQOamiIC2ebQ4Q9mN4DKTSjspjXVVnX/NtLNb5239O/55uNjpuea7Vrz6Z7ZpudzsKW/u5RlD0nNX1xlG/R538p697Xzf51iLUL1jwoAAKY3SURBVCz9uaZMhna+eTDXRHM4K+P3z1h+3lG9AfQHJfMBTjFB/Zda7uqoueRXk5K7zfKz5d//dYoaxPV53+Yvli/wjclrutoEq4bIp9HYwyxuYOorn5kMqPVNRGf74jYtslvXMavMru72u1vtPR4cMtVWNd1zZuZYIRlvCu1g2gBCNtJFJiPVwf6hSixZzC8fepZt7LGJsStb4bL+SXnIpFiKLEZifAshTjR5qv8wIQJbmoygECSnxoQ8jTahYB+ZfwuJFVUWmebqTyZi92ompPdIkyGzv2mD6mbpjTQdIrOqxfylosRnTdOG39tknPY3GblVJsP8LBNnqnV0/MamUO7rVru9g0OIp5hQkB1NhnY30/x2oY9cUm0qTrlHdK7tTV64D712rMW977a39GyefFJjQrvam8iutcv45RZXwLHU5ACF8PMeMunKUywswWGKxb0QcxVenWHZ19PjJqfrrhzX9KaZHRQZQG8Nig2guSYUbVMzmzfgaenlf61uNm+6LTCFtnLpn1cteyHDmSYj7uNaIySLTZmZW1k6yjzDZKxnI7A//pV6Xm5x86fWsCa1tH+kmQy4Iy1/DaBU9N2bWUwvWGKqSbVennFmZt/X1wFattIeeAXYAdUK6QFsl+U4A+5H9VxcnYX1gIeBI6KfT0b1fTJlgx6r0mqVZsydtZCXf5zACX/rwpaotk0fVGPiKrLX73gDaIfqWTjZCNV9eArVRLkM1RtJSiVwE6rV0Czx+zVQzaNPgN+AC7Y6k41+egLmjoOv74IdL2cgMCC6n6Q0LoK2qHbEu6h2wwEZx9yEajuslfH7hagGCKg+TJ/oWCfTgDtQXaBGGWOnonpNjVCdj8NQjQ13X09F/z+E2lIZXaOh+jk3ABuid1YFnANclOV6QXVK7kd1j/oBnwJ7oxpMo1FNkitQDaJscmr0mY9qrgwAngbGRddwLHFtlkxZDdXFSMoEVLvoTFQTKV89HNC8ahV9XgZGoJoiO+U5b6bUAH8DNkH1TbYno7ZUHnkB1RNZF62VdaNPZ7LXtknK7qimT9scn3aJ/69C/Cz6R2NB73wJmjc+dYAWRMc7KYq+Y1L0c0OkHw4FuiXO3zC6v4Wo/kyj6OeDUL2sdUiv45WUa9Bacs/3ZGAb9M5ySQcghWrxtIqu5078azy9BpwCHIfqv6znMcaJm7MfRtfrK78gXdQH1dfxnX+gOkDFSO+skeOYGlTrZ3NivTADuA54DDgyy5gU8DHwEaqVk6yD9AKq//YOqv2WlPGoVs94atfIqQT+jdb54Rl/+wzp6tWBRlne1Dfo/X1cOY8Wn6hCmm1/Ca+0aMv/ofd7VZb7sOh89ybOacCLwHlov3osyzhQXbL5aA66OfoOmocLUK2jpNSkjMe+HgtAp226sGdx0dI9YCDSzaPQu8glM9Caegnp2GnRuC9y3F9SBhT4e51kmZlSy4E4BOjHyIKsNoVJnBd3bI5x1SZPayeLwygLTa0y3Ni/5xg72MxafzPGynr3tW1v+tSqa1I22+SVuLGZUKCTy00kxGTNl/mmtFGXMnpClnGzTJ7WXpbu2VWbYMau0didzSz12xvyNq5tZzZnvL1l8vAcsXDfCAH6ZOhUG2yy8F1NmfkZ332MCbbvn+WaHM9gi2h8MlNrWHRN21julOxZpiyTrUxEdCcPRNf7d8uPLC20uAv6OJO3cpjpOd5qfuExx0X6xoSitTNxbnxDa45T0M4U/njI/DxvM4U7zzQhcGWmBqiF0tedfGQifq5kQrJOMMH0hQjei01e4FEWh3a6m8Iwz1r21hzOQx9pmkNnmrxMl/be1IRwHG0K5b5hQraSz/AJE5pxiymUc6IJKdnSNE+Sae5FphDOOiavfRtTCvYxJs5cYxOCcFf0HD7O8XnS9C5fNiEU75rQ0tVNc+tdyz2/fon+FspXmmnhdXycTK3D+cw03+qaCedbdb7KFMpL6q18CEyNSWdcb0KmkyGbXM+1xtR89RwTsnRNlmOyrS1XxqOrae5kq9acjTz8W3RtDUxzKhcam6kLfrS4d1tD0zM54sFvrax3X3tz0KTaYz+6SmVK7uppu1RVLp3n3+c4n1l6uGm8aa24cY/nGWcWP9uFJuTGjcuG4rz782Qr693XNrr6A1tYWb107KMW18zqaoXnpfv7CIsbJmOF0f0VNgQ2ZswYO+mkk6xz587WpEkT69q1q1155ZVWWem7fUjcA+wZ9QIzi6HSZqbNcE6OsVNMC+3KjN+/ZNr0m1vujJ9nKqttjas/qFX+/CvTRtrUsnM8akwGx1pWGwofZ9qYSiz7Ypxo2mSPsNqLcompzH8HM3s3kRZvryio5oygf1tsAH06NN5uR5kWyFVZrvdC07PIB3N/byIXJ69rpsnI7GRSnvlkmKUr8QEmuHoj888ocPKqaXPe0sJCXFUmg2wV04YeQjxcYMrKa2+63/vNP2Mt2Sesoen9fmGxUqmy3ApokQmCP9YUUmgZ/f9Nizf3oZYd2k+Z3vsj0RinuLqZQrFPmebkOFOYJHO+mgla/8JktJ5jMsBdDa3G0T0dYSLGYuLofZTjfhaZjMIBprn2jIkEernJudjfYqWMyeg+0vzJ3JNNHIjliYRdSFJWOPw8z5TE8YbpeZ5rhbMxXY2pc0xGaBOTEVpoTg81ve9VLA4z5wo5JWWIqdyFe7d7ml/q/DiLQ/GY+E8+Um7StW5cH89x1SYd4cLg50a/P/Kh7AaQzR5jFqW9jxnad2kpgj08z2emtXtoNG5VC8uEfcXiexyQ5e+uLdIt76dr2bkmRyFXQd98cr5p713HCq+1FdYAeu+99+yEE06wDz74wH7//Xd78803rV27dnbRRb68dYl7gGuUl9slGX8bbopL5ksD/My06WRu7tNNC/mOPGP3fn+YlfXua3vf+1Xa75eYSJI35Ri32MRD2MayK69vLKPOT0JGmTbZ0y375FpoEWlu8qA4LX7yYDNT5lNjM9v837UNICczc3zvLabN59kc15VLlpjQsGYWRto1k2FwlMn4Ck29n2lCDBqZkBXn/fko1dmm+HUDE6I0Nvq9T3bKQhMy0dGkQO4xveP3rDBfJ2WqsXN0dN3rReOHml/3+MUmFOgEE1LSwmQgnGsyuH3I6mNMaM0JJqK5I/Zi4rPcZ37o2OzoXh42VXXe0tL5NVuZ5mmIMTLQtBHcYjK6lmf+k8tMfcRk6L1sKm/Rz3LP0VkmBLiHaW6VmrhI+d5rysSHTD7706xwavoSk/PixuxjfhvvdIt7mDUy/4ajQ03zHRMa6ptg8LMJoSgxOZ6+XMTRJoOrvekZ+o5zpOaNTE6y4wA6A+iNgRkY6qunmfUptdQT+9jpqZS1N0UdQhIwXjHtUX1MtbN8ZbLJGbnEskckfhw7W01PL3/XplXETyBl0p0bmuZmSIX6T0x68yvzqxm1whpA2eTmm2+2Ll26BI1xD/CD8nJrYHoBSVli6VWRs8m/TGGpbBlY+ZCLqRWLrPPl71pZ77729djZtf6eCz0y0wa9tsnIylWfKJf8YvKseuc5xszMXj5RBtDrZy791Xtm1tEZQMOmBW1AT5oW4h3RzyEkxAeisVeZ7tc3fTplgmObmjbl+SZ0w1feNhkjm5hCl2ebf22LIaZQSxNT+vy2lh+2Tsoik/GyukkJbWbypGvPkuziYP0uFpNwtzR/tKPSVCrhZIvDS86bC6ntMd5E6k9uoD0td1PIXHKlqe5Pb9Nc+MBqh8n+FyXkWd1kQg73M204N5pIrNkMh6mWHp7AlH2VKzl6uskp6p44/hDLX45hpqmQZzLV/iYrbHR+YpqvK5kQxX1z3ENSXFZXa5OB0Nn8NkCX0dbUhEIeYAox+cgrJufoVNNaG+g5boDpmRxicm4y21XkkrmmNbipyUBL6oKjHs5iAFVMNbt6FbM+pXbPhB9tZZPBFpLp+51J/zxkela+oc5K03vYzbTGss3jM57+0cp697X/eyl9l3vM9FyHWZiDMtuk7zIjKvmk3gBKyD/+8Q/bdNNN8x6zePFiKy8vX/qZMGHC0gd4pWmzm2lhpcJrTJ7V1tG4kFdx7kuDrKx3X9vk6R+txrJzKHLJKJMXcalpIWYLMeSS70yT9EaTJ521rsy472QAXdPWbH787dv++wsr693X/j5smt1gYZDquyY05xKTNx7aamIVk+Lpbn6IipNfTR7iOtH5Q8JTc0yGQENT2OS8gLEpE6rSzWJI/+e8I9JlsSnzy21AG1rYfZdb3LsLkzEVUnbgNxN3zBVBbGEy5Hyzz2pMhu9Tpgymj02Kf4j9tUJJuaS3acM7w2SID7Y4JDnRtB5uNCGVPSydx3SExeGfBaaN9iKLEZI1THOytQkJynSEFpjS8PcyGa/dTeHAJpY/w3WEiePU1ISKPGYyyF4qcK8DTBtmIxNqNyO6N5+w1/Ym1PHB6D58EI4ZprBmqek+zfx0YI1pTTUyPQczf0P6I5Nhd07AGDNt7ptb7hpgWQ2gfjea9Sm1SQ/tZM0svJq9q+WTGdnwkTNMzlMuJG3czLirwbApMRPsV9O8CWl94eRI0zMK2XvrDaBIRo0aZaWlpfbww/krw/Tp08cQKT7tU15eblUmL/tAE8kyREHPNHEgTrHC/UuSMmxKhZX17mudLu1re81ckJP8nEu+NSm0TSwM3jTTZtTYFBe+M9sBqZTZA9vKCPry9qW/3jsygFoOm5aG6PjKdxY3ybs8cOzPFlekPcDC3tEAi9GM1cw/Bd1MkGzSE34g/+FpMt7iTcvF4UMMiJtN/AkXSupm/nVPZpg88qej77nARNwMKR2QTVYE4yVTxpv4YfNMCN1YkzH3lilUd51pYzzMtKH3MG3qSZRmZRNy62r9tDYRws81zanGJgN/kKkS779MoaRGpo1+fxNaMdyEZp5k6VzBKhM6dqzFDZnPt7j+zyzLboCnLL0Ny+7R97j3nA85GGXavEpMaN/YPMcmZZHJ229k6cUefeQjk1H+NwurATTXFI5b1cJRyGdN13qjhc3/WSb93Mtyo/pHR01ElxpA1UvMblnbrE+pHTf4xaxtPfKF4+dY9lo+ZoVR5IdNOnZwxu+HJv7f581frax3Xzv20RjHmm9ylk7KGPelFQ4RPhedc3jid79YYTRv1l/NAMploCQ//fun5xRNmjTJunXrZiefXLgKTj4EaJHJS3PKqpAXkrRUZ5iQAUeuLBRqSFK1D370eyvr3ddWfvs3W8nyK5sllg5HfmVx7HtVK5z1lJTXojEOGcg6dsAzZn1Kreb29cyqdea97pIBVDps2lIlPifHObPdy4MWZ6w1tNwk5WzK4jmL7xfLzikqt+ze2QCTAeDuORtRMldxwSUmBOoi0wZWYunh0oWWX7E4wvATJiN5d4uh7HHmr1DnmTbGD033ODz/4Tnldwvro5WULy0MuXMyzoS8zanD2Pejz0ATN8E3tDTVhI48YlLsjwR8zjMZBDuYNrA1LSavuk+Jae30NL3T40zGzK6mMJAj8xZH4482hZHeM+mI5HufYQpVHGIykBqY0LarTboo856TY6stntvNTQbQ+57P6TsTStXItHn51RiWXGxaw3tb7Q0znww1raMu5h9CcnKd6dlcZWEhxqkmFGwzyx1GqrHsuuMh033m4hIOs+xI1yLT3NjGamfMpUz6bKbFBtDrAyID6JdXzPqU2pSbu9lrGQ1PK00ZbrmQ5JQJidvS0nX+YtP7yselHGCaB8n6QVUmR/WK6Of5i6usxz/fs7Lefe2LEbHGPN1kADluXcqUNLNznvOZyfBtZUrkcPKeae0UMmuu+asZQDNmzLChQ4fm/SxaFG/VkyZNsrXXXtuOPfZYq8nTviGXOAhtbnm51Zise1et97w846pMPWveSvz8T4sVZC4Cs5mQl3Usfrl9o8KIq934iZFK5e2WfJSlQ5qOMO14Ho/kGDfRhGAk+3u58IRDNrISp5cssgU3dTHrU2qLhuhunQF0z7Bp9rdobDY+UZVpQdyS5W9TTaG7lUybRaYB0M8E32ZLn0+ZjJFDomMyW4UcZVIAueDbKpPSPcbSewZNj67nSiusWIeb0kmdEXynafN5Psu95BIXCtnApJRzFSfLJd+a5urepmKYIV7pqSZFd4BJIfqSOOeblFUjk2FwvWlO+YQDnrTY8O0UXfdlpmf2m+V+5ktMPBJnTLgQURuTMbyTCUE434SYPGoKO/Y3oRg9TdyaDqb50iP6udCngwl1aW16t6tZepuK7qa1mOnsVEb3dolJn3xh/qUN3jAZUG+bf4q5k/8zOQSh5O6hJt01NXCcmZwZX6JyUuaZDJlChvR8q/3s3rP8DXUnmRyNzDlZY9qQs831RSYj5yzLvo6GWvYs1t9NRu9xea7nGavtCP5gQoSOiH4+5pEMA+iR3cz6lNrQT69PG/eNac5vm+d8Fl1r8n0ONumZdpZ/Li629PYoE6NzYXE49r1fJi8t4ZJK9CP7JXHMIhPSjGUvAJmUGlN43H3TvSa9tlOBcWZmw/9qBlCITJw40dZaay074ogjrLq6bnRIZwA9nniAn5omSgfLr9hvjo5L5kL1MynKdS33hrTY5FEeFh2zoLLK1v6HyNBrTym3nnnGfmu1LXQzLcTdCpz3IpMiz4SoK0zKuqtl92IWRnUoBj6+t1Wa2Z53ygD6bPj0pRyXLSx7yfIPTZveDTmuaY5JEX6W8fua6HqbW3pn+UyZaLWV4RQTH6urFebbZN7vp6b318vCmnVWmUKBzU0pqiFjZ5hKBTQyvcNs6aa55DeTMdPYtGk/bX6brcsYO9NkWLQ08Zz6WToqlm2zqDIp4qtNyrGBCbE42BTGSRLUv8r4jmqTt/yyadPd3+JsMXcPx5vqMH1oUuIPR9c5wWQMTTI9o/dMG91NprlyjMmY3tA0z50jg8loS4YwtzMZCyEVyMea3u1dFtbD7K8mIRyNxSbE8Dbz5yhONxmx+5q4SD6GfaVp497bNB99K0vPMM3jdiY95ZuxNMGEeDSIxuVr15CUyaZkDGfEuzIbzgB6bcCEKAO31Ozq1mblcu/KTcaZc7Bf9zxftWmfcuUfLvUcZ6b11SYal2TWXviieKvXvJ29SMh4k0Pn1tr4gGs9LzHuVo8xKywHyIW9dtppJ5s4caJNmTJl6SdE3ANcpbw8Lfwx0bSJZm7MSak2KdL9rDaUva9l76buZKQJbXBckhMf/8HKeve1Oz4daRda/myhXDHalMnbyIaamGljO9DkQWQLL42wHHVv5k6w1FUrm/UptYum/pZmACW/OxOJcfJJdL35OEq5lNxtJuj5iTxjs0mlKV23uRXO4suUmabntJKFk/nGm+ZDU5P37zaLrCTzDBlr2vxLTJ7hqOj3PrWIpplCAq5p6o2mENdrVlg5V5oQh8NNynx1k0H8s8lIz+dtm8mAftuEXKxrUiBdTM//ABNnKRuHISnl0XkeMBk721jc5dzxxRqbODa+mWzVpufyswld2z36nmbR919gYS0YlndZbHp2g01r8kXLXzhzgQm9etCEru1uQtMKUQOGmJC9bUzvrNg0DwvJNyaD2hmuW5lfgsVPpjnrNs58bYiSMtbSuXn/8hw3zxTKdON8eYwpU5incTTuiMTf0gyg18+UAfTyiUv//n3iWruZPwF7hilz1V3rqPyHp13rOxZHFu6Ifl9dk7KNr/lQmcujsrMox5roBZgcY19ZZNK37lqH5j/czFZgA+jxxx/PyREKEfcAtywvT5uQZtq8CpGwxlrckyYpKSts+b5gWgyDzOzZ78ZZWe++tv89qglUaMM83fKz9HPJAhPTfhcL8+TshWPM+pTak2+dZ+tnMYAKyWcmY6SP6dn4GAROnre4Hk/KwtJAH4jGXm5SGr7ZXymLi2EeZfJK/x1w3tdNhsgGJg94T/N/3j+biJoNTV5fN8uPgiVloWku9jA97w1MSOZPnuPLTcbmrqaNqCT6/Mv8aiCZyXl4wrRJOMI6Fk50TZnW1zaJ72hh8kZDeSM1pvX2i/3vpc4vMW02P5mciELXN86EnO1jMrYPND3bQXnG9LP0d9HU5CwVuq4DEmM6mh8/aJbFWY+Yv/Pyu8XFNFez3A5Vpgwx1anCZKD5ZqWONRnsDUzZbr7rs8Lk+LYxIUe+ocqUyYBva0Iok46NM4De/ubnpYUPbVycr/m2SR/sbOlh+0Iyw/RMjzY55SFyhomndazF67b/mFlL+1guqc6uEb43PdP7TcVdfaXGRGo/yoTK+SB/K6wBtKzEPcCfysutiWnjmhP4HU+ZNpuRFpbGbiZDZm0zG1W+yMp697XOl/ZNKyqVS5J1GiZYWLXjKaZiYSebOEy5MhPSZMyXIkNf197Wu13hutOGT/fmNpjJEGhhSkE9xMIIjJ+YEJnTTJ5QSOr9lyaFs030b0j211BTWKaNaVGHZI6Um1AR59GebGE8nS8sJnw3Nn8jyEzK5BGLN6HmJiUaIlcnxmMyikJ4Ij+ZjJUtTRvGbiZlOibgOxaaQqyDTetyeco++8EUyhlk+TfXqabQTZJY3c3EzUreb8pkHN9ocRsS52XnMkwWmkJ9OyWOX8sKh4a/MaXPF5tQwbWs8HurMRk77U2GRTPzcxpSpgKZzU3G3FqWHz1PyovRuONMm7xP1WgzObbto/M9Yf4p5nNMyNTGJjTNp1aRkytMoeYBVluPHBslwvzywpUyfh7YVlm4pnXknuVk8+d4VZne+7am+Rei914y6ZyBls7TuuHdoVbWu6+d81z2QP0C0352buIafOUek56dbv7rvN4A+oOSfIA3mxbFnham6FOmmjZbmLg9IUp6oWlD38zMukcFBl/4wS+i7Cp1djbB+SHyq8WtD3xirZZKmd3by6xPqd19wwVW1ruvNRsx3R4KPO8XFhNJ85G9s8n7FsfArwsc+5KlF4DzfUcpE3m3xOJsuZC58aZJQbtzh5QqGGdSXg2jsY0sqtLtKS+Y4G9X/beF5a4Qnilus/3KZHi9aDKonjd/JOivJoXmzGLTO/vO5EjdavF8bWxCXk82bbhXmIwe1/bDoTMNTe/MoR/zTMTo00xhniITP+3QaMwdlh0x+smEHrYyoRQXm+begZbb4UmZHI0dTWv0RBPZ/ywr3GPuW5P+a2XaqJdYYYTJTM9rFxOH7NnoGnxCvpUmvkhjkx5JmX/9tbdNz+5807Pznc8zTfp9SwvPoLwlOudXOf5+7KPfW9feb9qCG5T6bgP09Mab5sh5geczEy9uNQsnt4827Q3ZkKZdbvsse8XqSM4xJfiEIPxmmgctLLxTQL0B9AfFPcBZkQHkNufHAr5jtsWMd8zfezGTgnGZVK0+GmFlvfvaKU/mYvGkSz8TkoMpUyWE0PmsxTVx1jBPS/3Hx836lNqEq9e2Lr3fsiYjpltn84eOUyZUwW3oq5p/ZdIai3tlYfJKfYmoNSalt5fFG1LIQpto2mhcO4YdLMyz+d0EBx9oMjifDBhrpo31x+g7zrSw0vJJSVlYCnm9xBvrMJPx1900j04wka53MaF0rS1e/w1MG8/6FvM9mlls5HSIvuMKE3F3jMlQPsG0+Qw3zbddTUbvKiZ041mLvfhvrDbRfrbJwO1pQm72MRlibn1OsexGnEtk6BVd75mWniiRz0CYZEL1SkyEZV+UIWVCx0pNz8KX12UW8zPLLDffMZfca9I/hTKTMmWqKZy8jYU3q33Q9B7z8c2Oe/R7O+2yCP25qYvZkkVWHp1zP6tt5BZaw8+b3mUml7QQZaLSZMgeaOlzZZSZjZo538p697U1L3vH5i6orfU/Mj3b5P431QrXPEuZQIe9E+dcZAoLF5Kv6w2gPyZJC3KAxdDygQXGpSwuimYmkqdTgoUqb861dBb/qybPqeHEuVbWu6+tc8V7tmhJdibAF5Y+oV60uKhaPsJulcmoSyqzNy2+38yssqSMtIjEWrnA7IZOZn1K7cTLrrH1R8wwTIoslzxptRfdaBNkXWS1m6c6mWOxZ5cUl67azaQ4syn0ty23Yhxj4gOtY7W5RNWmtO58S2m0KQSRCX3/lON6M2WJSSkl3+5NFl7l1Uxe+VkWFlJy8rDpXkNDtjWmbK/bTRt1CNr5lolTco3pHWXWwcknrrTB8aZMljtNc9+th1yG9ACT0dLVVIene8CnlaXX/cmsAbSSaSO+07S5/WwyAGZYjPq1MIX/rjOhd7k4UG47uT4at4nJQPrG/DhL1SbnoJsp4zLEoHBF6C4yf96Nk61MDkFIDSAzbZKlJt0RGtY8zrRhhvIfJ5rQsDdy/D1byr2T60z8m2zhpwGWmzax0BTSezXj9ykTKu2oC8c9+r19c8VWMoA+klZ82RQZmJ8x7uE89+CO2clq6+XHTWsvn/xgCl8mEa53TcbJI1+OtrLefe2IB7NrqzMtXZ//ZpqPcwqcc6JJHzvO7FzTnPJBEG/6EwygIjMzVhCpqKigZcuWTCovp2NpKZOB/YGhwCygcY5xVcBGwG7AndHvxgIHAXOB34GiHGP7ReO+BrZIjD3cjBk3fkqqfDGPnbAZO62zaq2xxwK/At8CTaLfTQZOAhYAX+Y45ySgJ3Au8M/E7yuAy4Cfou/Mds0PAhdG373Jh1fAN3fzRc0GcNwbDF+rDY8CXwENMsZVATtG/34MrJTx91+BG4FbgfYZf/sB2Bk4G/hXluuqAV4DNgS6Z/ztcuAu4EVgnyz3A7AEmAKUJX43A9gdPcdXgfVzjM0mfdG72RJ4BFjdc5wB5wAPAEcCNwEdPceOBM5E8+kY9B4zn0UueQG4GRgM7AmcjJ5VwwLjFgI3AO8CA4A1gb2iz/ZA0+g4AxYnfgYYFJ13YDR2JtAO2BjYJPFvV+L33RfYCXgnut+p6L0lP4uiY1ugedQh+rQHSqPzFKNnvCmwC7Be9Lt8Mja6h1bRpwHw9+jadgf2je67bZaxX6C52arAOTJlcvSv7xxIyu+kPztfqQTmAW3qcM4Z0bjQcwLMAVbO8TcD+iOd1Sjjb/OBZmR/fz8AH6C1kKmPQGu7eZbvuw+thWfIfi8ppMeS+8Ek4ApgOpqfuaQyY9xYpNemRddbBFzx4ItcN+U0UkUlFJ//M7SUBllCfP9TgVOBb6JzNyG3VBPf/wLgLOBJ4BcK67UaoAS9g5uQPr0V6P/Qd3w7ehb/3GddTt6mS61xhp5TCdL3B6P393mB8xGNK0b3uCfSFZMovA7c/l1eXk5paanHmTxkmZlSy4E4BOjchAW5wJT+WyjT5BsT3J20hxeaPJRCWTfnmshiSYLZEjPb6fWfrax3X7vstew0xXKTJ3t2xu8dkXBMnnN+aoIo+2b521eW32s8zwTdT5o9xmqiLvE//SiAdbblrqA8xwTJ72i5Q3S5QmjfmkJG51m4l/hv073eGzhuoYmn0cz8PJCkTDTViWlp8rbcNftc+2CT19PchAK4Z+VDUP/OlOFRbJq3zhv3CcUOMM0lxxX5PxPxe5bp2eW79skmL/NgExrS1OQpunm4iylMm01cNt+bJq9xP1MoFhMysL2Jo7GdCdm417J758kQVT8TMne7ifOSDFE5lNR9uplKLIRwFSaYkJ4QAv5fRapMROtC4QwnNSYC7U2mRA+vRIvoHJeZeI25aodlymJTIsoWJu/dN1GhIjpHG1MIz7c9zHzTnHUhTd8wXJXFXKBM1P3TW44UveD+g7OOfcXiQqAXeZ7PTM/T9ZjbKGDcPBPPzK2XnxcusTUve8fKeve1sTPz07AftphK4vsOzRRm62pxkVEfqecA/UFxD7BBeXnaAkiZX5sBV/skqRRTltsgcLLQBPtlGjL9hk2zst59bYvrP0qrspmUn0wx5Wy1NQpttreZNmhfReak2pR6u4GZfX3trmrS99xZXmOnmSb0viZjJyRz7CdTaPF0k1INyWR4w7QpXxSNDSnx/6iJZ3Sm6V351DExiyHqlUz3O8ak0H3HvmLiNnSJztnL/KH+gSalVWwyKLYwGTQ+BtgiUyhkZ9MmspVJERxjfm0vKk0GyMUWZ6657LdTzT+zcoYp3HqTqS5RkkDe2RRSrUsa+yOmOXiUiZzcL+Ca/hclZXoOlaZ3l4+HN8LEz3jSVM7gbFN4LR9ncLrJ6DzVFIZpbApBFpoLg03PuK3pna1ifnp0gEm3uHe9j/mRk0dZeof78z3GmMkg2yMx7tz8hy+VGlOleDe3D/AcZyZOi0vz72wJHs/C2bb4qnZmfUrt0/czg2UyvPdLXKtv+5saEyfMcS69kl0i+c5iHbCJmb05aJKV9e5ru9z2Wd5xFabn4641JDT6iQkUwMQn85F6A+gPinuAh5WX23amSVko4yEp80wbVh8T2TUEqehvmpwfWowYLVpSvbTPys8TcvtNd5m89tEm5eYrKVPNkHVNSqdQkbukzDcpw+NvvtOsT6lVXdvBbJHfxJtgek5HmjJafMnPZuJWtDORRP9mYV77D9HYfU3KJ6S9wACTR7KOCZXIJJ3mk7GmOLzz9p4LGLvQlLHjxm5hYdc91GSsOiV0vIURn0dbeiXXDSzcYL4xMd4Rf18P/I7fTKjYYaaN7WYTKjcm8HvMAmteLQNZYn66YJyJ4HyeCfl72ISK5SpY97bFVX3d52TLj7C8Zen8pX2sMJF3iQm1TY7xSbKYYnFNnibm19XdTO90nWhcmfkb/ZNN2XWYkHHfHnULTDwiRzIPyer6h0kfNLbC5QSS8ml0vrUtozzA13eb9Sm1If9cz17MkgFcYdLX21jhvlqZ8k/T2tvawnhhI0zO4xkWNfl9boCV9e5rN7xbuDzhwaa5c7iF7YdfmZCj282/eG29AfQHxT3AEeXlVmrKvAgpeGemUFlDU6hnYODYq00FxjpYjCKd/tSPVta7r932YW5bP2Xa5NpbWLVNMy3+jUwEzWMDx04xs0639bOR/1xHhL3v/JPZh1ns0efrlZZNvrI4Fd23YquTNy3eAHw9PTM946cTY3tZmCHhuke7zaBQUc2kfGdxGXosfwgxUxabPHfnbWIyAH0Nx2kmL+5MkxLb2RSK+i7foAwZaLrfASYv0PUJ+k8bIv8tmWkKPexsQiCfsfR+Z1NMhsk/LW7O64jV11pt4utAU9ilZ+LYjpa/LMIvJk+6hcUowGWWH0GrMYUR1zbNv1ZmdpAVRm1rTEkArUylG9qbv8H7gsmgOMBk8Ppm0f5oSuLY3fQcfYuczo2ucV1TQkJIOY7rTDrsawvLJP3VhLxfa1oTS99vTbXZnRua9Sm13pdfaC/2Ty+fW2N6Lhub9HZIvbePTQbFZxZWgLTKhP4cHv08s7rGNujzvpX17ms/js1vmr5mcUuRkKzkKtOe5PSzL8pbbwD9QXEP8KHy8qUZUfsHjK8xNQJ16a4h9WnmWjq06QrVvdR/vJX17mt73ZV7SY+0uO1ACCxqpuaFLmOtsYVlUzxrZh1v+8yuuPxcsz6lVv3Adl7jUibUyjXDbGP+KFDKlGnjYuArmX9tixrT5uM2jiLL32Yk87z9TV5QaTS+j+dYM3luL5s8/JamOi4hiqjCxDm5wsSJOdzCDYh5po3iaQsrpFgvtWWiiV9SbXquw0xe/dMmxOtck/fby2R8OoPdGcBbmhws17ZhFVMYZjuTgXKuxaHzKlOY7jwTIlJsmgO3m0JMx1l21KLSZFBsZ5rre5k4f7dafhQyZXIUNjTN1etM8+82K2z0/2xCGFqbQsc15meMzDehV01MJR5S5p+V+JIJoTgvuj7fzXa6yZjY3OLeZL4oxW3RtX7qebyTyab5kLUQalRgdv7VHa1771ftxR/SDaBrTLpybOA5p5oM66sDx5kJiexg8fP5etQMK+vd1za+5kOrrsn9tOZE40KdWzOBDquaP1fMyfR6A+iPiTOAZpaX27Gmm29pfp6+mwqzLYaLt/Y8rxs71rQgMRUeMzObMW+xdb60r5X17muT5iysNc6N/dVigtuVHudMxtQHmeqUYDIuQsZue9tntmnvZ82RoV3DvmySacmPsZhcV2ihZL6DCpMH1dLECcol2cIPKVOMeU+Tp5HLkMhFcF1g2uh2sexhw+o8Y820MX1o2b1G3/DWYkuH+FMWngrsZLrVvR5QaKg3ec66ju1vQjRmB46fZUJa6vK50RSudZD+BiajIhlOKjWFbnY2oamXmoyNk0w8GIcAtjAZMP9nSt8fnbiPlyyuafW1ybhpbdrgDzAVTkxy38Zkuc8qEwrSPhp7saWH0fIZzj+aUOTmpvCObzgoZSop0SC6Zv/GOHLYupv4YiHcPDNt0I3MgouwTonOuaOFhZQtOlcjC3ciFpj0++5W+x2kzMzev9ysT6l9dfPBVta7b5oB5NpfZBpchYy9lMnQ3tHS9e8cj7EDo3MmkcUr3/7Nynr3tQtfHJR37Gmme3V6JWW5Cz8mZappHSXLuLxjfvrpmnoD6I9JEkKrMdXwwQqjBItNMVnH3ak0WfjFVrjr8cemjdRNzgUmlKC1xYvkoPu+trLefe2pb9Nt/5NM3pKT+SZuTFfLvzGMMSnwZO2bRSZ4fv0CY+8yeZ3umJ2jaqBj795e7TH6P5Z1XKWpFUK2rLPPTM8gFwr0aXS92fhYs0zKPpdXdIypImkuEuWvlr3R3mQTpP5mjnFOsl3z7SaUKQSiNtM1rmvhG4iZ0Ai3ac0JHHuc6V6vtrDaLxWmjaCLqfr4Z+ZvSN1v6cjHP02GRjZUrMbSN4xeFhsdTU18j+1MDSUvMnnnL5iQh98tVvQ/mkJFzU1csNUCPi2ie20SjS+19A7zbUyGeCa3YlF0vYeYsgF/M39I/zmTI/Sm+fNZnJxiIjqHVuEdZHqXIdxHJzeZHItQmWUyFkOv1UwGYz4qbq75WGlCtrIZAbMt//3/aJqrmfKz5e/BljKhG5kG1xem+7B/b2LWp9TuvefWWl0AxlntemNfmdZ7IXne0uflb5a7blpS5lh677ZpqZR1vflTK+vd1977Jb+m+MLiZ1FlCsPf4XGti0w16ty1PW/ievpI/3oD6I+JM4C+TzzAO0zeXyE5xQRru402ZVIIhQivM03KOIm8pExKvF/08739RlpZ7752/GPpptgzJnJsZjXgJyw/477GtOlsa7UVxKeWn1g6wtJbZjgDaNzrV5v1KbVFzxyac+xd0fVmSxWtttyQ50ITiXhDy41y5FrMA0ze97EWhnKkLM6auDHP92eTcoubfyYXs4/8bNowXQjBjS2UBZMyZbptYOJeXGexcVbIi18QnWsTkwd/mGlTcWGIfITJ6aZ73M9kHKxiMsLfiL53vGkjzvYMppoM4itNaJzjOa1u4prcYHIQ5pj4IC8mvmeRybj50mTs3G4yfo40GUNrWhxixfQ81zd53y58urUJhatLKvt4U+jkHyY+1IraEiREllh45eRyk+EYEg5JmdCZYywM3Vlo0tlbWlh4ucLUdb7MwubSQpOx2cTMZs4YIQT96lXsrMf65W2DVGNCvkosKkobIK+YjPnegeOGmlmXaRVW1ruvrXX5uzZ/sZ82XWRxE938mFFtecyEsPq2dqrnAP1BcQ9wl4wH6NNmYYapvsgjWX5fSF4wbZZjMn7vvJMRU7NPvJQphJSNkFto051u8ob/6XF9mfKuaaP80Mx2ulWLddCPX2sBX9tOVaJzyAWm+O5oC0thnm/yBDYzKUPfJoBmQmLWMPG5FllYxeMPTQbfsdHYkNYmrjHuEaZr9m17kSSRbmciDP/d/JRyjcnoXstk+N1uQh98uAop02Z+nIkPtp4pfNLR/LhS803Ex+MtDtvsZTGXrhDnKWVaAy9F593epKyxuJbI5p734r5vtgnl+8Di6reOBIwpTHS8hVc9/l/rIl9XqTJ/x2CxqR7XHeZP4p9jmo9HmEIxPihPyoQgHG/Siz4OqJnu41lTWBurXXE537hHLK6E75t1lDIZ5R2jcbd5jjPTc3Rp3kebmX11l/TnUwfYyU/8YGW9+9rz39c2gKaY0HKi6/Wdh9Um0rub9yF67FOTLir9bJSV9e5rxz3qx5yca1rDDukNcRLuTVzrS55j/gwDqFCB1L+kfAG8D0yMfu7qMaYNqorbG1WNHpH4fSE5DFU6PgOYgKqJQlzds1u7FnRq3YwlNSm+HDlz6bgiVLV0DHAL8GniOwtVY20LPBdd86fASx7X6WRP4BrgCOLKu4tarQ2tOkH1Yhj9Wc6xtwLboKq5DwLfeZ6zOao4XBSNPRvdt490R9Wph0ZjD0KVRX1kV+D76LMjqpA8ynPssajS8QhUBfUk4COPccXAacAwVEV6I/Ss/o4qrBYaeyQwBL3bO4FX0H1/UGBsEape/SSa+8cDj6OKxNsBTxcY3xw4EHgCVbZ9D1UVBngTVZ19scD5OwOHosrUn6FK6s+iaragisAHAOclvjvf962MKj3vBpyA3t/VaC656tFPoGrRIVISeHwhWYQq4PrKQDSX3kbv9xn0fhblGfMuWrcnorncGbiS/FWw56DK71uhStq90LvdpMD1TUAVstsCRyGd+gTp1cCzyZToHNuhebgF8H8FxoAqHB8MHI2qOO+N5mIhMeB6pHsnRec72GMcwIfo2UwGWqM16yNT0Bx0e8RZACPe1w9r70ku7W3oPX8V/XwM/vOwP6rIDNAJ2Mxz3EK0jucCTYdMA2CXHu28xn5JvJftQOFq605mos4ATnp5jvszZIU0gM5GCnb/wHGnAF2QMXNTwDhnyHyDFFPmRlVUVMQuPdQK4+Oh09L+1ga1W+iDNo6RAefdHrXCOBBtrksCxl4aXeu4xDVq8QLD3805rhgp6iZo4d8acM5S1A5hNFKm1waM7YQ24R9RyflLA8Z2R9c8GC3ok/HfrNYC/o3aBNSgzWBi3hGxrApcFP2bAh4FrvMc2wA4nLgdxmJgP7Rh+kgbYA/03FZBJfyPAy5G9+Fz/s2Q8joTbTAHoU0j9+yoLSXIgOmP5toioBy1N8lsp+IjG6PWCHtSu+XKnyGL0dr+DBkTuWQQMiDbone2NdInU3McPxwZdfuhdX8jareRz8BYgPTEE2hzuhy1lsmn5Bui9fY90g8Xkr0dTaY0Ru+qGq31N/Fr6dGI+L2ujNadzybfEOmHIvQM7va4RqJjWkXnKEF627eVRzs0FzugtkItPMe1Rm2HeqD5uNXC2TD+W/2x+x5Lj8t0dorQs2mInInjPM8HalMzDhmGB+N/j83Qel97wRKajNcM3rlH7bZM2WQ95KSei/YKX2mD1s126B59Wwn9GZKthcpfXr4kts4n4v8CPkfW/SQ0wUPkBTTRfkcbxLEZf9+lRzse+3oM/YZNpyZllBRrCi8Bnke9aWajnli9Pc85AxkU7lrfw9/oG0I6ejMC2LL7HvDDgzDiA0iloDi7av0GeYhE1zsK6OZ53i+JFcOTyJBZ23Psr0gJD0ee1N/RRuMj81DfqL7Im70PGco+0g64BCFuw5Fh8hmFe22BFN2zyHD4ELgKWAOhGYWkBZpLI9AGOxC4H20U23uM3wD1hQMppKnI252C35poTpgjkEs2Wgbf8Z+UavSsJqJ5/ijqdwZ6dxuhnm/NUc8991kcfeYjo6Y36UbeeIT2vIzWXmNkmJ6H0L5sxk8NMnpvR+uuK/KwX0YGVC6pQejfP9F8WTs6/lbyb56G0OSz0Aa4HTKAfRCHn9Dm3BEZWlvjN88qonG/I+fxJ+SI+sidSIe8gdbJDp7jRiMj+iT0rnp4jjP0bKYho3IUUDTyI7AUtFsPWnWiqGh61rED0bt+EhlOvnrPEDrVHRmi2b89u/RHDtw1w6bzoMG6HUrp2KoQjic5H+nMuxCS5CsDgaeQo7pBwLg/RZZZMG05EBdDfL+83FYyxR9fDPyORyzODhkTMM7VEMLEJcqM7S6prrH1cxSgWmi2NG0/tBDiHFO3e0xckRCZbmZr3yIO0KGjZ5lVVZpdv5pi2RPyswRmmGL8mH+pcycVpno4TUwZaSFSbeIk9DBlpYWSV0eb0pdXNz9uWFJSJlL2xSZCeF1kpqmoXGhWUL0sG6kyEaBfNfGRDjWl/B5iKhi3usU1fxqZMjI7W1xna0MTUb1h9PPWJgLtyyZux7EWd8I2U/bPbRa3ItjIRHAfbmZnWW4S7DxTxtGapoy1i0yZks9b/lRzRyBe30RKv8fEPXvXCq+VqSbyejNTAkGN+VcNf9j0PM41ZWj5kp4nmZ7JphbXA/PlNN0RnTM0nX2aqX/cYRauP/5tql2W1mvspeOlMz9Wf/ZTnuxvZb372rPfxRyg8uicobrSTNy3FhZWvd5M72EDUxHUM54uXJA3KW+bnm1ddOSOpr0hVD7/EzhAKyQC1AvxYnZHXtNhHmO+ATZH4ZG2yMvvh+Lt+WQxsnh7IRi7G0ImvicdnWhYUswO3dvx9uDJfDx0OpuWtWYIgok7IK9gUxQvn4A8zVySAj5B/JZWqNv53cjbm0v+rtWuA/fG0X12RDDnN8C8Bo1YqdvOMOQNGPEerL5p2tgPEfLQGMGcTyCeyQUIjcrWSRvkPXyBQjIgr/ha5NVcgdCodXOM/QZYjbjTewniyByOvOnvyR5jdvH2o0iH4LsgvtXVyOPMJiPRM8n0sIvQc9uY3Fyep1DH81ye7yqIA5Mpc4GHECrVLMfYXPIqQi0OJgzyNfTudkFzqXH+w9PkU4T+9Yo+XfCH5R3/Z/Xos0bi35Z5vudXFFbK7CjuI2OQ5+zCxO4c/aN/2yNezGkoFLUGmuNziNGItsA6xPfck/RntgnpfMNbUchxI4QyPEm6138H2VHEqug8jdCzOokYSSrLcnxSno+OvwAhIy2j3+9ZYJyh8EoL4GcUcgGFgAvJ1wgteALxCsH/HZ2PdNBLxCEonzk8DoUD3yDWK75yJwoNP0UYR2Q+0vHPInQMgOol2KhPNJ+66ylnm7+vond4e+J3NSisma/veQq4F6Ewbh4auv/OBa732+j7r66uYfsRMwBYw5P/8zyaP24+D0Z6uBAndixC4hzfcB7S0bt4nPNDrysLkxWSA5RCkO1n5N7kkrIYOAQRVUFx+Q+RYVNI3kUb5eTo51NQKOrbLMc68tknEQ/oIuIwTBFSdh8Sk+RyyRhgX+D1xNhzkVFU6JofQvc3M+P39xdFpOTujgf0XtrfK6NrPYP0zX9HBOfnI29+E53zzYzfr4E2hXwk9QcQrD0u4/fFyLDNRbCbjEIQh+S4tmbkhme/QWTba8nNFcqm5FKIJLwe8BiFCc9JGYfmX3ekmN15fb5jMgpTrIk23bnR7xeSn+8zPzr2GMRTOg6FWyoT35srFNwIGQf/jM7bHoVfb0Sh5AXRcVOQoZq8j3VQuGcwer/HI6NjZbRJrIMMshMRyfchtM6mR9c7B727g5DR5/M5EIWlL0Lv9VY0B4qBbVHI5jYUmtwUhT2LEd/jaeJw2Ito096S2gZj5jw+BIVMBwH/oHbII1cItSHwDjLEzyOMK3Ug2oBuIDZ+fKQI6ZNPiY0fX/kbutYjCh2YRR5EeiGTf2PkD/WUIX2VafzMRRtuPrk2Omfy/U1ABlw+aYESG/ZN/G7auK8pqqyA5u2gYzq13BKz/kQU/neJMTPR/C3kNBQj59E54kuQgevDFd0e+A0YMno2C5bU0HylxnzZ0W9WPI3mLMhJOAw5b4WkC3ovqyH9shf+3NRLPI8LkmWGJS0H4kJgTyQgNN9qtY9a7UZ6PsXEHOR3ZMbvs6V5z12wxLpe9o6V9e5rE2YvsFGmVOPMdE+f1MjbTRB3SDsGM8HhfzOlN9eY2Q5RCOyHMVFYbsEss6taCdKdk57GOcQE/94R/RxSH+c+U8jLVRP1hbmXmEJ8nU0hyXkB5x1rCpX1MoWeJuQ/PE0+MaWh72mqXRTScuMRU9hij+icz5rfO11serYrm6qwfmKq1+QThlhgKk64tgkuP89UgXV/K1xyYLGpns/xppIBpaYaLLeYnvuXBcZPMYX1LjGl/Tc1hZE2NrUeKTbNuXz9xxaZqh1/Zqoie4MpRLSfqb6R60ie/PQwpduGNON1Mi46T6FCp39FqUv17hGm9R8i402h7pAmoynTXPyb1a6Plk+qTRWeO1ju5rPZpMakm1aysGbSZkrvvv/dS6Qr3zhz6e9Pe0ohsGe+y17e9UdTO42DAs83w7S+mltYvaKr3vrVynr3tdavDvYuLeDkS9Oz2S9w3HzTtWL+e1R9GvwykmuQ1TkVeWU+0PzxCJG4HlmwhrzAQlIE3IO83H7I4gYRJDOlZbOGdF9V/tyvkypYM7pWR6pzREufrInzkBd8KkJg8mWoJKUhImx/j0JBFWZL7wOAZq1hja30/xHp+Ww9EDR6CUK5bsdf/o7CAfsguPuhgOt9EYWddkDP6x3PsWUITStB4chTEUrmIzshNG0uQgSOR++4kBShMKpLA10PhTV9iO2NEbrwe3R+V65gJwqXDGiG0Lmh6P3+gkIabyJPcEqB8+6NPODp6B03QBlrY6PxV6DQTDZpj8J6NyH0pxzNr5Oie0mhMMlWKCSZieaBPOM1o3Mdg+D3e6Lr/ym6rpkIqVoNeZYHIK90dp57yyWdovP4eLX/a7IEIRF9yY+8OkkhFOouhIb19TzPaITobYJCzp09xhhC3g9BaMAM/IiwhlC+LZGO2Br/xIovEOJ/GkKEfBGskQjBPpM4tOkj89EaP8yM3R1S3n2vWsdZFvj2UYSYjUdhUV8ZhtbPF4SFq6uB1yaVA1DZpbVX8oSTTxCNZB7+ySYg5HlfdK0d+c9ka+aSFdIAKkep7C8HjClBEPi/0csbGzB2XWSQnIwURd5jOyriO3SKggvnI4W+BXEIzkeK0Yb1Bbpe3/RoEN/iaRS+mJbtAJfKmSUdfm/En9kPZTSFZMtdHY0/HBlf1fkPXyrOCFotGncpfqncoBDGe+j9vo8MscWeY1dDSrkxUkCn4Z8Cvwaaf+sg4+M2lJXjIyujjeck9HwnIkU93mNsMXrGdyBjAWRAbImMokLSCBkX/0JGguMjXY+U4HCP72iIjMazUM2oY9H6uCb6eSD+7y8pJcjBmIiM4H+hudSpDt/lI74hzC+QcfwxCheMQOsql8H4HDKKz0B1b/ZHBmZljuNB4am9ESenGXIIqsmfNl+FQuOrRMefjzb5ffOMIbqOY5AhcRnSha8WOBfonV6A5uqrSM/cUmCMk0eQ0dQfOZ5XeI77EendQWh+/CPv0bGUR+f4Ivr5PPw5bM8g/tt604fSZe44KGkMXXdY+veiHN80BOnsSmTw7+N5vmrk1IyNfvYdB/ClGRVTVHGra4eW3gb/QqT7XPZXiAHUD9XSA+kBXwnNvPaRFZIEXYU8/5BY9hJknVcjJfsN/qmY4xB3x3np+VLve3RIN4A+jcbNRhPO8F+Iz6MJWoEUjm9diSVoEVcRK/mi5EnX3hM+uhLGfgWV86BxzEKYhYytauQJPU1UCMxDRhOjXGPRoj7Gc+wvSGmB3s9TFCaoOxmCjIGhyOu7GXFLfGQC2rQnIpTtOFTAzgelm4furxR5xacjHsjfPMYaur8eCE35DiFBnyPDrJCsG40Zi+bXWIS6XYZfPZcOiAzrpBoZjiHF/orwf84+0moZfpePGNqU5yIUw33WI0Z4F6I5dUpiXDP0nC+iNs9nHppLt0U/F0XH9slyrBO31j5Ca7YVWoPbFLj+RdHxc6OfL8WvKGEV8cZRhEi/vrowuS4exZ+/1AzdZyNk2OYjBielFXo2bZBh56vzV4rO1wUZJCFozOqI43bKiAj96bo9NKqN+Wca0F2Qnt8BGaW+dYcaIKOwFVrXtbGm3NJ+ziKsspqikmJ2a5stLpFdmiGd6You+hZeBJVOmIx4dbkSY7KJ7zsPkmUWTFsOxMUQDy0vN0wpgCEy3dQEE1PqYIgMMLWIwNRCIZd8PWqGlfXua3+7MW47+LqJN4GFdVN2zflKTCmLIX1zqs3sKjPrGDXH+z6Zmp9Kmd21sWLbv71Ra2ylKbZfYuJhhHAKKs3sX6b7XdfC0lCrTX3S1jClK4c2X/zOFHdvav7pvU7mmXhiW5v6DYXKXFPLlPPNv0N3pkwzNUKslz8uU0yp6ClTKYlBpgaZ95i4TEeYuGOu75j77GRmfUxp6VuaWnw0s7jlxzFWu1VLZfTdh5vmXkdTA9r2pl5puWSRmT1gSsVf2cz2Nc37X/OMMdOaejL6/vWjeznV/Nbpd6bU+w1NzXWv9hhjpvm9h4mD87GJv+Ur95vKCjxjapvh2x5igql/1xGm1hQh3J/eph6OYy3u2egjo01tJW4zswUP7yId2f/RtGNcynlm8+tzTBy9+RZWYmWsaX49Y+FNbg//ZYqV9e5re971RVA/tmkm7s/zFq5nrzazdUw8z5CebJPr0+CXjTyAPJGXkRfkV/ZJ1uqnKI6cLYsrn2yMeA67R9+RWQjRyboRAjRxziIqFldR2qQhBxCHst5FxfN8pAgVZNsQeTDv4J+JUYK8zncQv2IARWyx9IuLlA327T0w/H1YN728YiOUSbEfypr5nMIFyByy1Qh5vEchSP5t8hdvTCJiJYiLczgqZOhSfn3GgsJAr6IwzgByp/ha9EnGj1tE50ryWrLFl6vJDru2jK47X4h0CfnTh9uRnZe2CEHqvshhUiqom+c1D92/v08ZyxjkzbYi7JrnITSvLjISvbdpxAUhf4jO71CtDog31in6bI24XE8gPkolWtu/IPTlMFR+oidC685GPA0nAxDq9jIKDx2C1tt2KNx9CNnfZxUKYd6BnvFFKPw6GoVH85XI+AUhjUPQGv07et6FuJCGOF/XIp3yL4T4+SA4v6OwTAsUwloN3aOP3IJC8S8jPeCLgM9AXJgNEBrsU5TUyeOID9UPve9CpQWcuGzhnYEL5s+gaGJURGHtwon476N96Ru0ZnzXjaFQ6XZIZ4asl1+AD6dUUAqs16E0KCuwD0I6Dw8850yUYfk44eGnRwOP95EV0gBqgEIzNSjVdqv8h7MIxeJvQzDlR4hgOZ/CMOXnKJz0MIJfvybu+ZRt4rRq1oiOLZswuXwxZ02ZxyFdWrM/ghi/J4bG88kYRNx7Obq+7RHP4wWPsQ+jkJ1rydAkwmnLMw9cew8ZQCM/gFQNi4tL2B8RXXtGh2wenffHAuf8Ihr3GjF5rwzxGrIRYpNyBjLwkmG2JghezcchmoQMyqdJ1OyIpDtxi4lscj+qSPsM2TeAXDB7Ddo0D0ahBp8wmZNvUH2jW5GSDVE6f0e8k8sQT8SX+FeONv2/ofl/ELExVEP+638CvYNNkDGwbfQ9Sch7Dnp+mUpoP2RYtECGRtLo6JT4XUfSN7brkFFQF0OvGhk6RYmPM3RB83IXxL1Khgg/Qxvl5tE9boPCmJnXkK2mzAC0ITyCCO1NEn87M8+1NkDG2bXIkXJrZsM8Y5wsRGGSN4iNK59aPkVID76DDAvwJ9o2RkbBLcTOpq9B0gqRsl2dGN932xit76sDzuVkDaQXMveFXE6Nk2JkpJ0PFI38ADDosBHzSjtmNxQTLOjVkQGUDCUVqvcGcX2m/Ymfza/oHRda5ysDm0ypYBSiXsxAhmOummtJ2Q05e85BeBc/7lEDxA09KPr5NQQo+NQ229LjmFBZIUnQc9GLeBa/LI+mSHFcFf1cipAJH7KsK6jlijitijaHfJuz4wHVTC7nXOKaKZ2QAi4kq6HFc3nid2sgT7GQ9EDGyGcZv981U/N02gqatISFs2Bif5ogL/hgYk4BSKkX4iKsi0jEp1M7Ll7I+9obEStdYa0kByWfdd8eEfC2IzbQfDJmQAt9PDJmxqCNPB9B1YlD1W5HG8IEhDz4lJHfDBl5J0Zjf0Nk4ULZXyBvfWtkQG2EDLdKxL/JR+QtRUjnxsgLb4eQxDfQMzuH3Gvg74hjdCQyYk+PxvdA2XZPIYN+E9Kb/IKM5tFojfWOrr0GORPXI4XZGc2tNZBhdVT09ypE5HX8t0rPT030LFLR/yej+Xwq8BbiZjxFbX7UDsi4fAKRbbuTfZPOpmhPQeToA0k3fgpJUTTuFMKKU4I2kUfwy2DNlH8RGz8hsjrK2MuGtC/I8ruknErtInlG4SbLpYjLlzznYoSsFeKp7YKcDCcLUYZqIRJuI7SmSmFpnbT3195zaeavk6IsE2R9YrTakI7wcViLEbLoDKWPURauz8a+OrA44pq261DK9vjXhjoQGf0phD76JFCADNoL0Rx+HzllvoVd6w2gZST3I4XWED/vB7T4n0XW9VQEURaqeglCjM5HxsdihDyUkt8rcQZQxynzaIKU/jC0MHzCdY1Qob37EeLkNnifl70N2nSOi651ca4tsqQhrBXVQo4W++3omZyAULJZ2UfWkjbIs3wDGXh34Z9hsx/x5vMa/k1QS1D44QREHnYNZ32kEyLRd0dK4Gr8G7fujcjDzZHHfjF+XeAbIcU2HKEyPZFBtBs5MvUS0hEhRy619nyUfeaqbecyxouQwXQzMmI+QF7jieiZ3YO85GFZxjZABub5aLOeigwF12z1WoR6/IIMuoOQ0ePutQsyLo5D2TgPR+cfijbNGSiccjcKNXUgbiz6OTLEN6fwRplLVkLP+iGEJIRW314exZBBHkJkr0ZZlM8EnmsUQrmeCBz3OZpzvhuukw9ROKycsE3vB+QATCeAZF+1mNTv/QC4t/ueOTfubGu+Ehm2FyFdESLPojW1RaEDI6lYXMXEOXL7zu1QykL8EiicpBAC/yhh2Vwg/XkQ+ZH2/4gsMzbRciCOBF1aXm5bW+ECcJlymKkXV2jRp7mmQm1bmHroFJJ3fp5sZb372r53f2kfmgiAa1kYic9MRMxOJtJiCBF5iZltZiJJdr/pEyvr3dcGjMtCzf35ZZH87t586a/GmllrU8G8fwde70eme21o+cmf2eQ+MyuKPiEF2VIW92hraGHk5xpTIT9MhO/+gee9wGLy7P0BY81E9nZje5p/byUzkXq7J8bva2G9xypMJEY3vpmZPWZhcyxlWk/uO0pNc/z5wO9xUm7q2XWTqa/VhDp+z/+aLDERTn2IprNMhSLvNq19nwJzM03k+5NMBOrHPa9rsKnH2aom0vYMz3HfmdnBpnW6kfmTYAebirNimru+hVInm0jQbo75rpMlZnalxX3fQoog9h/xoVmfUptw6zp2ear2LDzzmZ+srHdfe/KbMWm/n2Zm20TnC9HZKdO8d2upUGFSJ9+PnmVlvftapxs+MSys72KNmZ2eOGdIwdCfTO8CM7ssYNycehL0spEKxKn4DX9r+ScUsx+FwmYh6egupfwHxA8p1GXcIUDDp87j6ZoUNSXFjCSsDP0k5C252jBDqM11ySXfReOmAw0sD9ej2y5Q3ABmDofZo6F1Vz5A3KglCIU6x/OcLo7saqPchZABH1mMno3zqK5FtVR8pIK4KGEV4ua86Tm2HKFcxQjVOAHNE5+whAt7tUfIxbnI0/SBeV2o5hD0jgchlOID/BDC8uh8wxEq8ysi57+BX0h4EeqXNB8Rj+dF9zAougcfqUHI0kMIbfmjUHQpYXWy/qgYel6dUFgvF0L0KEJDWyQ+qyLEMtuYZxBaNxuFVhcgBCwfOjmYdAStFUJlChWYexaheW7NXYXmcCF5Hl3/IvTePsUPDf8SJWFMRrrzIfz4ORORzvwy+vlf+JFXq1HdNhdKOgP/EM8HKORZg8JTvkUQpwEzI0S879q7c2S2eFckyUKIhhIwXLhsP/z3l2Eo9AWaX76hoiFR+GtJBzGUfMpvOBlIXPOrM/4FQ2tI1/O+CT0Ql0hZlrJChsBaRf/+mu+gDNkUKaIitOn5FJ1z8nfiOhLfeBxf1roZzRqVUFmd4tyZC5YWmcrkSuST1RAvxvUf8q2ODCJzvoAIq3EdoCzLsWkrKIuubvj7gEIqz6JnPAi/fmmgiXhbdM2tEfFxlOfYJqh69EtoQ3oBhUp8pGV0rn6ID/QW2rB8ZOXonKNR6G0q/qGw5ihkOBEZMaciJT/DY2wR2rheRgp3COLAvOZ57jIUfrgLbZSj0T37KoN2yGA6GG2Y56BYvq/xA9rAytDzX56UkKH1PwDNs83QptMNEVGfIe5T9TKC+l9EhtBdKMR0ALWNH0Oh6m9RiHQCMqTfQwUiczkhixBfz/FTViUOE+WThUj/ufV9An41mVKoZpTbwK4E7+rB5Ygf2AyFb32dzxI0z9uizf3AgHHzUHi0FQrH+kp74qbQp+NvjLQ1Y5OoQv7Q7ntl3+CzfFkRcm7nI47bfgHX2h29//1R2MyX9D10smZNVYdSjifMANoEzaFjCCu8WILeoSGd6VMF3ElIrSFfWZ50zzKTV9EGFGIAgVKsH47+H2KNFiPv9FzEpZhU6PjiItZpL6t80pQKPkSTO4ly+Mg6iGi6LWEGEKha6wCgUaETrh01R3VFvxAy8TMyKHyrG4OUwDFoQz8U8TtCxh6KDJ+r8MuWS8oOaOP4FGWf+VahBm3kNyBjpgfpJPBCUoKe070IeQvNYCqKzumqBtdVmiCDbkUXQ+hLX0T4PQk5MPsiZV2K0I4tiBMFDBFK10cOzvrIEDkPIaGro3f0MTKGkpk9UxHiswEyWiaiTawXch52z3Gdi5BB1RUZ0lci4/9LCmeDfRCd7xVksO2K0JhCc28GKrJ3O3o+jp/lIw8ilOoGxPO7Lv/hS2UKWptd0bO9yeM6ndyMUJz3kHPQwXPcdGRknYl0gW8xVoCnp/5Cu4qJpBo244Iu+ZP9LQEBVSDuzz/QOwkxRh5GzuKjKJPMV4ZMlQG0d4dSHiAMjXkd6enbCNO1hvTz6QjJ88k4c1Iom7guskKGwDZDnv6dAWNGIgv9ZATjDcDPE6lBdTDWjs7XHHl5h+QZAwqDDRg/l0FT5rF/TymrM/EPZf2KJnQb5N2fhSD1QptcBfJwuyDF3QEZbLnK9tN9D/jgMhj3Db8smst6TVtRjJT8p0ix5qp946Qqul6HIKyKNopPKJx6OjQ6vnX0czO0GUwif6q2kb0+0Y7R7/LZfVOQktwo4/dNKGyEfICUW7byCSXkDiUsRFlRhxFuJH0anc/X43ZiKHV5X7SBh8j3CFXbAaGnIanI1yIyaOfEpxP5ayCVI2PCt9VBpgxDqMtCYuPXpcIXo7XfC6ExGyOE9SWUyfItmksj0Pw5H913t+g7HkXGQuYzuBOFXHsgQ+toNJe/I/8zq0QbRwoR8E8gTsHuVOA+XdjrUpQl2ggRZwu9H0PG2EoI2V0NEeF9Sjl8hp7Ji0hnhtAHzkC66HVYmmnqIyPRs3mb2uu0kNyAkmNuJmyDLAcmR+Gv4q470rlh9ty+bPf+FNJhl5F/nmdKCs2jmwnrW1ddk2LYVLXA6N2hNCgLEeTYXkR4NuEIFOZ7BT2HEATmjcBz+cgKaQCBFq9vsamFKKPkcbSAT8MfPXoWKZtRaHP+F4Vr20DMA3pnSgV90It6EL/MqqFISbs048bIS/BJ278GbVzfka4Uc06U1l1hlbVg1khuGf8t63ffk0uiP5Ug77mQvI02iO9JN+58OECXIMTlI9JTiQtlM4xD0G1vlOKdVMpF5FfQzyEv5hW0KVTht8FXo01nIQqPrI+Upg8vYTCadw8hL28tFIro7DH2MzTv9kBcks2RN12of08FMtguRcbTCajwWTGaIwfkGTsXxfqvRAp9G2QU7IA2919RFtfJ1N5Ei5CSfAfd49zod6uRbhQlP48iD9GV5w81EhugjbYVeh8tUJbbAvSs90Xz5W/Ea+FIFHp8Ivr9WjnOe3KOc+6J0L+NM8YVCl81RqHiLUjfLAsZPyAjaTDpBq1PocsixP1Zk/j+fY3a7VHWljNeQt7NQ+h9hG7QayGdm1m2oJBDBUKZFpCu8+ZRuOhjS+CisRFTaW1lyE5AjmS2e046WWehueTe53SkVwrpsWKkq921VUU/b1tg3JiZC6iqTtGsUQnrtFZA9jXi+jyF5DViR+Hn6P+beIzrjlDOFsiQfxLpNR+5lrCogI+skAaQQxt8yWLNED/jaqRAFuIPFx4RjbsbveiV8ass6pqiTplSwQi0uFbFj2zYA3l5ZyBIfCZaSD4E2SsQt+EmxPFwi7Qkn9ZafTOYNZJ/Th7Eet33XIqg+D7fA9FzOgAVRRyBP6/gCbT5HIPutzuFi4eBNs130SYEMS/BR9FeGP27L3H11gcovJgaoPdxLtq87kYb2YcU9vp6IcP2fBS++AcyyL8gd185J9cgA/O66Hv2QKjk0dH35Hq1LREKNxZ5qDdH598PGXAXIW8520a4e/RZiBCSz5BBcyXawDdGz+JhZGgk50pmWGUuMljHEvcu+wUZzmOoXZ9lY1Qb6nDCvOmkjEPe7b7kLpXhNtIT63iOP5ICXKi2Vi5pQTia5yTf9eZDW4vIjtyMRxt3PlR61YyfDc2j9Sls/CeNH0NGclfk/OaTRsTzxpCOqUAhzbySStFo8iD9f7XNeB+FszJLBGTjUxYRo9gjkO79odD5InEO1CJEA/CZj44A3aNDKcXFRdyL9JCvAdQw+oxAIdSf8x+eJi2QIXocYWsg1KnxkeWGA7TffvvRqVMnmjRpQocOHTj22GOZPHlynb6rD/4NOp1cgMiiRxPWRd61hbgRbfBzPcet034lioqgZF4lx82rzNvSIZvciDaHHZHn5iut0KZ0DVoMS5KpCrmko4JXa00ZxFloER5InrBZhhQhDswqCB24IeB6V0FhiK9RWPGOgLHbIX7AjQiZuddzXBHa/J9BYclH0SbuI81QzaEH0Rz8HP/aRR1R2OUVBHuPQZyMco+x3ZAiH4reyzCEfF1CYV5ZZ2S4jEJKcmz0+9sQojMxz9hmCMm7Fhk8cxGU7TbLHxHicTLyerNJKxTG2B9tQndG3zEI3fvs6DtKEO+ta3StvhtINilDhq5vnbD/NfEpzJmUmWg+F6oplZQFKNPzGPzQZSejEen/NMIa2A5FDsst+LenAM3X3ZADkJ+Vky4VSN+fjKdhMHs0LJmHNWjCTW3XYS+kf3NJNtX6NXJSfB3W5LXugYxDH+N4aNQBvkeHlbgHOfihJONxqGikUdtQzSeG9tOX+O/XAVpuDKAdd9yRl156ieHDh/Pqq6/y+++/c8ghhZg02eVjtPGEyBPIc32BMPL0QoQ0zEXeui95ulmjBnRYRUG6wVMq6Ie/QUF0zgbI+/64wLFJqUGckSK0SbrqyEX57O8OPQFITR7ECOTZTQk872i0iKegTdanwrGTkdF1lyPIfHbA2HHIG1mCCk7ODRg7k/idXIHgbl9ZTGx43IFIpb7SmDhs8QvyFpd4jl01+rjswFsRclbjMbYYed4bI2NkW/TO9iFOUS4kzZCC3gltSHcig3A39B7rIk2RQbkAbZKvINS1rijJshKfZ5oUQzy9YUhXvIJ62hVy82ajtXYT4ohtisJchc41FKF626A5MRa/jWwwMvw7Emcv+tAJRqAw6toIvbwNP69+NjJ8N0Ah2as8x6WQY7I+ej5n4R/y6I/m+fNorvqgykwZBMDI9htwaUkDisiezZXr2l9GzsJscpPfs8nM6Bq/QM/W5x06BGhah9KlpUo2DzjnFGT8TMCvBUtSbkblCSDMAAoxzn1luTGALrjgArbaaivKysrYeuutufTSS/nuu++oqgoxC2IZS5iXdAaaXBBWhbQZ8vBd6OqngLE9o/oMjadUsAh5vL5yFHFjzS/wv9cStJk7mNirPUT7DaComOL5U7mvYspSMnMI8tQDhVnWQcr54fyHp8muaLPogTbB+wLGHov4Q1ujzefmgLFnos3gBGSAnI1/lt6pSInch8I/J5AfSUnKrshgHI7CaE2RR+Vz7lL0nH9HvIbvUTjOt2Jya2RsvIHm1S9oXhbiHCSlMUKf/oE2tpPRXA3JfElKE6SEQ9tC/BG5DKED1yM+hEPWkvIU2nBboPW/Brrf+Tm+sz8yTHugEPCJKAkhk8eSlHkIgdkV6ZmPUDi2EOF9IppzvRHqcDh+BPJp0Zj7kfH7DwpzlkD65wHE+ahBa8W3LtmHiXHbkx9VScpQhDIsQHr4FM9xlSi86uoqHe85jskq+tE/cgi3I733XaYk1+scFG52ejrEAOoXjQf/dTg0MoBmdogZYCEIkEtQgbBU9imklyhZO9eBWaRfwLG+stwYQEmZPXs2zz77LFtvvTUNG4a2upPiShFPcB9pjuDFnoSnz6+PUJVVCEvlc53hd55SQUOkqHylGCELtyAj5tuAsa42zoXEyEKeel7QqBm0kS1fNmUQ36A0x9fx63PlZDOEkJ2LPERfVAOkbAYhsu8j+Pf1AnnAX6FN/UMKe9xJWR9d6xhkvIUs0tbEPbO+hlo9g/JJEVIeZyNlfQdhqfsQZ4adTN2Nj7+qzIo+htK/v0cG/fXoeb2HyPBXIATuABRCmkycaXUl2rQXICPtzuiTmQG4OPouR+gHecY/kD/TdCEK27q1vTLamAp58ilktP2KjMYtUBjXB1X5DemwldF6/afHGJCh9hUyAtsS91X0kVHoOXYKHNcEXe/WyNHxLfPQGG3U66DN3ZcXQ8T/+bxjTw7LMy6bLl0Zvc+tkfETwtPaCCEx5+NnAM2cX8mMeZUUFcHK7VdiO2Tk+fBLneyAjOjr8CM/O+mA3n8vRCPwIeA72bPwIcGyXJGge/fuzT333MPChQvZaqut6Ns3f+CgsrKSysoY+6iokNV7F4IZRxA20VohCHY7pBxD0g43QMrp9IAxLhNs/pR5vEUYogJSaP+HPMgvqJ3ynU9KEET9oUl5FZSOPWHGUJg8iCbd9+QBtBg/J2ziNkXvZ19kDPl4l04aIc/8cGTc+nqYoGflConVBWpdDYUgQuo0JaU7heHgfOnD+ci+PpkvuaRQCYNcsgSRJOtCXCxHijF07GK0cdVFJqIQ3IToMwYRt4vQ5tsAcaG6Rp/tEPq3LVpX5Wi9nIT4Kbsg5+MutKldRe0souEIFXFI0Qlo7jrEI9fmUI0Q0mvRerk3utYzkYOWT0ZG1zgMGe5DkE4qxDcxVP/nMsSh3AjxynwrOe+GNthBSCe08hgHCpVcjwzOBviHNeei0Oxu6D590VVQYsKzyAAtxTNbOJXCpgymCGjboSf3U5ibl6wD9DGiVwwkPIvxAqQv78CPi+XQn46rNOepRg34hrAipiCe5laIOxnSO24OmvPPEVZAEeKG18tS/qsI0FVXXUVRUVHez48/xpjJxRdfzMCBA/nwww8pKSnhuOOOS5tEmXLDDTfQsmXLpZ811lAktyGKt/qkH4Ms878jT7Adgpnn5B0Ry7eIUAxSGg/ij2x8EBlAo2bMZ4eqmrTu7vlkHAqxOETgKPzh3+dIbyngWypgSUSEXhTFwUFIm0/36O9QfD75JnfBz/jpjWo6JaUrhY2fyUhpZBJvG1A49fRJFMrItvDzKa5qZGC9Gf0cYiz9iLwmF34NCfyehcIkDvHMzJrKJRXEVaMHJn5fqJAnCFFoj+beY6SXfphGfiNzOzTv1kPv6DxkSLyNPPpMVPFNFFoeSGyghH62Q8jOVdG1f0rcGR707lwpjPsRotA/uqYH0Xw6B6EVYxAKeQRaT7eRPYX6PWSAPIiMrpuQAfQqhT3jlxH6NBQ947sobPyA+Hkdo/MehlAq3wKBw9Gz/gfavNbxHDcfoUwfINQzH6qVKQtQeHsHwjhdi9E7fYyw+kEgBOhBhO76lBYAYPZoipbMY0mDJlzcdh1KiLO6MiWbjmiCDMz1KJxun5QaxPm6NfE9hWRIVAG6a4dSrkXvpiFh+qgnQttdyRDfsZVoPe8djQtBrf+MhIT/KgJ09tlnc8QRR+Q9pnPnzkv/36ZNG9q0acPaa69Njx49WGONNfjuu+/o1St7p5bLLruMCy+8cOnPFRUVrLHGGlQjGHoHz+tsiiDwfyMFmauuQzZphAygw1GdkZCiXAtaNqGoWUNqFlbx6/T5bLaan8m2MlLMPVGq4Urk5xEkpQEKfe2BnpF5Tu2GUdx7weRBNEIbXEf8Jlg75HH1QPDvmvhb5qshQ+trtLh8iXyt0Ua6O0LmfkTeoo9siLqaz0beVwq/+HkJeq6HIr5GV4QO+MTBu6Hid5sRt2TZE78uzKehTat79P/Vo2suxPlohry1h6PzboIM68cQ3J5v5R6JDCBHzj05uoddkLfZGynQ06idPv0e4iiNRsbEaLThjyZGeNqj9dQVGWpvow3vBfQeQz27zDTuuWhj6IWMsL1J762VnGdTya0PuuQ553nUbs+Qa9NMSgNqt8XxzRjamfT6Wr7PqQglGNRF1iG867uTy7L8zqeQYntq94abj55ToeKNh2UZt4AC5OLI8WvUfgMalUjrVSGHxSdEtA3pBt67KMOzkJQQO9ggdK0r+UnbDgHaqmPp0mzomcixP9LjnCA9AHoXN5H9PWWT9sRVwL9FQILPfUIYL8pX/qsGkDNo6iIO+UmGuDKlcePGNG5cmxp5I1LGvgWYitCGdTpStpfjn/a3KVKevdFGH6JEriwq4vX2pTQaPYtHp1R4G0ClCKK8CHldD1G4MaKTQxHCcSLpYZW8HCCgqP0GWFExbeZP5aiKKXQr7ZC2MPNJV+RZH4EU5S34Ex3PQV7wvsgA+g2/0GQT5M3ugt5RCQoL+CyIjRGfYVeUgt8NGWCFNpOi6Ho3Qs95PvL4vqZwKKEVMjwORfN2MkIi+lPYuN0YKdQvkaJyJPEa8vd/aoCe674ohPA4CkeMR4ryR7SWsj2zVsjTd97+BGRofox4I3MRsvREdB/JTaJj9MnGZ1iIEhhGJz4us/KL6LMO8oj3znNvPjIOP4+6rvVJ/oy6Jv9pcVzKEIQF9Gx/Jfwd/YB4dr0Dx32L5n1oGGUoCk0W5PZFBGiXETsHrdVshkHWvoqRGNpr5uNvGDj5BDm8hbJRkynwoLW4O+HPFGT8vI+/AeTkd5Qh92EdzrksZbkgQf/www/cc889DBo0iHHjxtGvXz+OOuoo1lxzzZzoTz65hTAi82K0SZUjFGh4wNhfEYfmTUQ8DIEZPwIaRWGwXyb7Bi7keYxE1/s2/inKoMVTjBb8h0CN7wU3asaCiAg9b8og78acTmYgxOEnZID5ShUKZY5HqFNI9lgVCvGMRQsys2BZPmmODLeZKIQXMrZL9FmIDJh/BYzdCiFGKWQEucKcPrINQqCc9EEGkM8rXh0p5mRY8jaEtszwGL8G2kgeR1lvDsGZhzIsX/K8jmYICdsHkeVvQcjPxchA/Db6/FHjpy7Vh/8XZDJat768DEOG7KWoVYWvlCNC97r4h1RBa/Q8FF4K4V/OQTSErfALqzupQga3K70QIi8hpK8btZvX1hJXALFjT0Yh5PAH8pOSM9kb1QgpvZkwvibI0d0HOVT5NvXFVTWMmqE8xB4dSpcaWgMIbxnyODJ8fEOhTmaj9TmT/Ajpf0KWCwOoadOmvPbaa+y88850796dk046ifXXX5/PP/88K8LjIyF1ZpqgLA/npY8IGLs+cZXbWQgu95X9gVaJitC+0hCF3By2FmIAdYrGupiww9fy1gGKpFnHngBsOnkQvxFmKB6G0BhQzD9XqnCmNEIbqBt7L/5x5ZWRcnQhgesCxq6GeBeHIk/+Evw3gjWQwXQJyoi4Fv+ifSuj5/MsQswcqdXHeChCYa/fkXLvjYyFOzzHN0Sb5Hzk9X+HQoCDPK/dfcdbKJQ1GnFRfqBuPc7c9z2ANo0T0QbZqg7fEyK/ULglzSCUVfgOMkg+Resw17i5KGvyHrSpHIc2pq8KnOcnZIgcjtZuN6Sv8il2QyH9/0Mb0OZorR5a4FwglPRsNP8vQBlwPiGeOWjudUVO5KnEtajyiSGSeHf0nnf1PB8IvemF1nULaoe2cskSFJo8HIW+8pM0gFQKpqjy0k8derIlep67kT05Ids8X4Se5ePRzzt4XisI3d0POepbFjh21PT51KSMlZs1pGVpE/ZDOqApYSje28RhsBADqBKhwsORLmsVMDakrpyvLBcG0AYbbMCnn37KrFmzWLx4MWPGjOH+++9ntdUK0VWzyyrE1Wx9ZUcEnxYRtrGDPPwzo///HDBuJeDhCKasmlLBfJ+qzJFshJRnJxQWCJFjkEfRkrBaScUREfrUKYNoihS6r7RCm/KDKDQTgiB1RpvMI8gIeSNg7PoIaXNjQiDyDdE1/4K8y+sDxnZD8PFElN33JP5IzsqI+Po8Ql9Ow7+kQxHaeA5F4auP0EYWIs3RxrklCo+FeOTLuyxBfKQ2yHjdBiUYPEJsPBvycg9FXvnuSOn/Su5U7BbIMDgHvZcPENerEPF3DjJkXkKE/rcoXO24CCGmt6NQVHc0/3w2g2nRsQsQguObBj8TrdGFaK1ntjvJJRUo286hjL5V00GG/u/R/4/FP6HDZQKCrrUgNzBRAXpw23WWOm+FUMgkv3IYsa5dn/z1g5JShYj3DvErZAAlW2D8WlS01KnfAL/GtslzuvkSYgANJn4PIehPDWHAg68sV2nwy0peQBwGHzJdUg5DCiDUEi1CBevmoc0yhMy1YbsWNCguonpxNR/NXcSBKxcEY5fKWsgI2h15mK0CzrsjCvvtG/1ciAMELI1/rzZ5EF8TFtoBPafTEDH4YeQFh4w9Gd3rc3U47/7EpeRD58V60TnHEJ5y3ghtlIdStxT6hoRD+5nyV+CiLEtZiNbNQ4iLtARtpKOQ4eA2m5nIcz4Yzbs3ER/iA7SBlqIN/CBk3GRz12ai0N39CB0qQYb1G+TPQFqC0M5r0WY5CzkNu+QZ4+QjhHB0QUbT6/jVY5mFwqZt0bx7HP8w4QfI+dsKtazxIXuDDK1XiUMmO3iOA4V1GiAD5tQCxyalBXr/bkzBGENEgC5qvwGTSxrQDunPnOU/siy4rgg17E3YpuwMmHbIyCtoAE2ODaCNEYJ8Bf7GoTtnB/Sc/kWYAbQ5MmYvoXC2bVJKCE/V95EV0gDaAimP2fjX8pmFFu05hBVvMrRw2yJF907A2HlASYMSurVrwbCp85g0ZR54GkBTEc9iDVQjZA5+BtASFN9vizb2VubfWmJi+w1YraiYovlT2bhiCveXdsjbJNGJoY2lLPp5feKaOoU258novtxTWR3xQXxkGOmLtzF+Rc/KkUFZlvF7H4/GxdqzPZN891qFQkV1KVj4E1KQXuX8M+RZtPm0in72NQ5dhejdSE8YSBGnzuYSR9LuFn06kVtRzSNOGx5NnA4cKj8Tt2NZEP3Opfc2QWvhYITkGCotcDEyPg+L/r8Kut8bECp2OwrB7J/jnPehjMs1o/HHIl7TPeTfkBajDM/5KPzVA5Um8CHNuiKN/0So9Bf4cXFS6J5aoHk4AP9mxx8jlOpVtNGv6TkOhK6tg4y0Cfgb60NQ6OsDxFPyTVoBZfr2QEapVyg+IkAv7tCTGxEatyMetZUSHs9D0TVeR5gjVIPm2bWomGEhXesywNbtUMo7KPR2mce1ZspDaK6eEXi9vxE3MvZNzHES0oPTV1ZIAwiktHxf3AK0cPsiUtvxAed5HPETfkOTM5cyzCa7IoXbo0Mpw6bOIzWlAtYtvJQHI8U7DBkE7QLO+X/I2+2LFpdDMwohQAuAjRo1Y3Sb7rScMRSmDKJNqV+Fkeei8/6MNpuV8Pcsj0Ve+lPEhqaPkhyFDJHnkCJfFb+ibiDOzOOI1zEff/JgFeIVrIVQyP6kpyTnk6/Q5no28rpexh8hewRlW12IQgh3oA2w0HOagzaD01BY9CzEF+hB4TDLCORZHoc8tz0QSrIZemd3kLuh5fDoPCORoemKEHZLfNYkzr57ERkQXQivhu2kMTK0ShMf10bB1STakrjs/yD0/FJojd6N5kES/fsX+dHAvyHEaHvid/EYhd9LE0RA35HY8Pct/7A38A1x2QbfmjzFaB6th56Vb8kIkJH4PeEkW5ARsgpamz6cISfropBjSKsFJ7eg916CZ624iADdpGNPfqNwo9ZsfMoLUTkPtyH7OholiIvXNvp/PgTazJYaQD06lLIumtNuDlXhrwPfJkZCK/HX1+sjZ7dddL4U/i1sbkY1upalrJAG0Hso7t3T8/jmCBm4HXnT5wec62DEsXgAWdknBYw9Mxq7V4dSGDhpKXxZSDZEyvUyBFWGeMUXog3uX7iS/X5mYnOUUfR+x54cPmMosycPonV3vxrQRyDuz4loQbyDv6d3H0L0TkIL+V7Pcd2Qp3002kiOQhuzj1yBNunt0TN6isK9l0DK5TNkBG+NPNpvkbIuJDsiI+hY9HzGoA3fp/T9fSiU+X9oE5uFkJObyf+cV0b3+RF6rhsjFHRu9J35wgoHozUzHHnh7yOjpwFCMD5A3u451FZCdyX+P5s4/DQq+v/L0f+TxRQ/Quv5YuTc/FHFNg4p6X2JO81nk2JUbiLX3/JJNoPAd97XNcutFeFdv534ko8zpZjs9+qzyWcaE4bmXy4uVVKSxo8hh9AH7WpBeruST8kTZk4QoOnQM+16P0a6OJcDmtSsJcTlLMYhA9vXWXZIShUy3nIVzJ00dxEVi6tpWFJEt3a6Q+eiPoOMe18j1SGUk5Ez6NNHzol7HhdE1+srf4axslyQoJe1HEFMjvORMWiCvoE86JDS398S92wqWEsiIdUIXZgPvBKlwg+d6mcATUCb43PIMw0hMk9Ei/YKtKk4KZQFZsgL6R8RoecmKkIXkvnImHgHGaeD/S+XRkg5PYEW8YK8R6eLS3F9H4XcfN9rA2ScLkQb/P/hjyauhozLUSjcchL+XcO3RAjBBDQ/DsWvb1kRCo98hozEGmQU56sB5KQYITdvIY7LzOjcpyHjJV9F6iIUvjgPvdfZ6H6r0bO7EBkXA3N9ATK4NkecvX+i9/wVCvFWID4JaBNoiQrBvUXdW5I4KUNk5L/hTw5dnmUeni1vElKF0LeQNHgQ7+gialdhLyQTEWI1M3DcrGjcyMBxVWiOv53voIgATYMm0DYOqD+NENNsZOZ8aPpI5NSEoPagNXUs+ZMhXP2fNdu2oFGDeOt/B/EnQ9GyeYjkXxfD5D40d0JDb8taVkgDCPzK+TvpTKxQKwnrN7QxcduMYQHjHOxvwJIoE2zcrIXMrywM8q9BDGsuISxNuQexV/YFkPLcSYpQWGJYRIRu6epieEgpCj84KPQF75HyYLpF56+ow1jn1f5GGD+rHXEY4Etqt+PIJ20R4tQYhQbuCBjbAhkOayEE5BD8W6ssQobtKSiUcT1xVVYfWQVB0NegoqBjkefn038IBJPvjMi6byGj6KboukKcCifNEWl0LlqTnyEk8SCWf2L3ApTG7Wscz0IOWm/8MwKXoM39CLR5+qZXzENzdk3EBfLlRC5Exr9br768nBR6r+tF/w9pifAFQga/Iawn4Qy0vu+hQJjQOXrtN4CSBhjigB1Hemgzm2Qm9f6KjJ/phKFtNajG1osFxi3l/3SM39iXSIesQZgxUo2Q1oGEcbpABRvPRfSMEKlreDufrLAG0MSAY4tQCMvxNUJqCK2K0j9XRQZQiGe6F9rQi1o0pmGpzIPhHihQEVJQ/xf9/H3AOVdB0O3uSNG5SeeTBbYlcF/7DagpKmaV+VOZX+FnKhahcMrXyOh7Ef/n1ATBqP2QERVSaXtVFL76DBl+NwSctztx88K9UVaDb3+ujYmRnOvRNfumePaMxgxHnKldqV3yP5eUIU/vYaRs56B3VqimjZNeCMH5J1oPb6Mwmm/8vwjVKzkQhZb2QGtqa+qmiIpROMeLp7GM5CngaoSu/kj2hpcjkUFxPNqYTkIG45Ac32nIIz4UhVLbISN5CPnRp8kIWd4ApeUfiNDbQlyZCaioYAf0Pr5Ec7AQ0lWBwiudkBFejB+KmKzl8w/iasc+MgKFf8+Izu9bsqEGvacdka4/Cn9+yyCEOn6G3kPexINEBegahPq4EFSu8hDZVOkAlOE2LTq3Ly8mhRyaZ6Of82VKJQnQIKR9X+TAhBSlNISAvx/9HGIAjUTzvIbwpIyrAo/3kRXSADqSMAQItHheQV6Ir4flpCuaLEX4hSySchCqu1EdTVpfHlAR2pwuQyS5EGmBPPQj8UcXnHRq1AyiitC/BITBQC0pfkKcGN/CgE62RwZBD8IQLzd2EIq5/xQ4ticijD9GWI0nkHK9nJggHyJFaOO7GsH0dZGWSEn7ZkKuSFKB0F5Da/ZzxJ/6FCnio9FG1R69A4eCJVt+PIXW7gBkAOXiei1C4cFXEDG+GG2+Bxe4xpXQ3HFV7e+OrquQdEA6bHZ0rufxC7mshJDpudHP9+GXPu3QYcfZupC4SGshaUXshG2Ifxr8EjSvHbJ4guc40DNxRv1+FFibiQrQc4lRrSIKl6dI1gFaQMxr2tr/UplBjKQUo2eUS5I1gEChRNfX0oeH6GQmcQp7MWHk9LEIwWtAGAJUjn/phBBZIUnQdxEWdnDSCoVJPqjD2J6IQzGWsPoHIKX2bodSvh4+gyFT/CP1RQgtCO1/A+LWPEO8oEJCCiUde8KMoXSaPAg8idBOWiNkYWzQKElLxBHJ5pUXkkYofFCXUAzULT3dSUPCYeT/dQmtpZSU0FpKTmrwD8dlyhzknTqy9RBiD7cahQfWRsq7GBkDZ0Wf0cgIegel+PZA62Y2QkguITv6MAmRyx9EhsSmyOjqS/5MIkMe/yVo01wToU1ne9znRKRPRqA5uw+FM/qc3Id4Ucei5+zbq8oV69wRocoXeo4Dpc4PRMjPhvjPqZroek9Az7RnwDl/Q4bs7RTgxWQQoFuhd3cK0mO5HItsaHo1Ij+/QFg3+FWR83YUMshzGaTzK6sZN0ulVp0BtDoKs75F2Hpri97pLijUF4LAbo6e7/P4h1yJzpGtqvYflRXSAGqMCnr5ykKEplyEFNOJAWMHIjTjdKQAQjbYe5By2hA4okMpXxPDmPlkEoK0r0IKI6Sg4NtoMR6IFkVDz+rTi9Am0BtYuePGMPh5VvNEgAYho7I3Uu4hXsUtKG6+ObGn5rMgp6M5cHt0Pgc5+yiCN5CyOg8hBb4ciGoUejiTmMfQIvfhafIbep/3o01kDfwX7xXovi5Fm3t3/CD2BWj+HY1CZ6Awrk/9l8cRIrF39NmCOJGgEHFyS2Q8OINj7cT/OxG/52/Qs9gNzfMfCPOeQ2QR8pLPQfdyOnrvM1G4eDu0ye+NEhA+QU5WPs/6cRS6vR8hve8hNLLQfKpE87Y3mkv98K/G3R9tkoORnvDN+kmhe3olOtec/IenyTg0555F6yVkw3Q9+vYmjD4wEyGk9xJuTFeg+kqnUICDlUGArkD3eRN+NdeSqnUR4tYdTth9ViNdcCH5W1k46kT70ia0bi5TYj7Kmtwn4HxOVkcI5Y6B48qRAX0Q4e/Ftzp2iKyQBtCPFC4xn5TGCMpui7y7QtBmUmaitPleaGKH1ML4EpH4jgQ2iKz2YVMrqEkZJcW5faEGKMtnw+ich+Q8sraMQV5eU9K90EIcoEYI9p8LbN+hJ0dCDA8XkGrEKylDhsm5Adc7DSmNc5BH0tNznEtJPwHB3Q/j72E0RZvPfGS8+RboKkJez3ZIuTbAPw10JUT03Qh57t1R8TMf2QYZa09E4xshnlWhxV+CDJ87kbF4JEITn6Jw36hdkXHyDrrHUsT5GYSIsI8S19TJlEeQZzoCoTJPR/+fG137msggahldS09k3O1F3cvlz0Pv1T2TBcgYWQ/xJPaN/l+E1rKTNshYyzQofeo7XUp6S4h9cx2YIU2QDnMbSEhNngNRX8MiwjKNiklvTxNCmN0sMTY066euhS07E9bcNSmnJ/6fd41kEKBXJr0pci4kM1tG7V7EiFoRCuH56KMGxIVDIa5blSlxBegYX9o0+oDWVkv8EbYkh2sm/iHNMmTwg/SZX6U4yeHIyViWskJygA4gLAVzGPIsL0VWuq8Y2mhbEncH9pU5aON6BWVprNKmOU0aFrO4KsXYWfmTvechr/RIwgpHGfK+K5FX8BX+3shiNDkfBE5uvwFWVAzzp4IHEbor8iaORFyaEHE1WC5GG7yvrByd61W0iYZUGd0defdXoPfjy7EqQcbEidG/d+DPV+qEDLZd0LVej8j1PrIHCs0cgSD619C7KvRumyCEYRiCrD9B7/kwChPG10BG14dIQTqS7a8IhdgUIVrZOGYbRdd6JTJ+vkdGxgz0DHqjgmqjouMHRcf3RHN2TYQWhXw2Qc6N+3l1ZHx9g3h065N7c/AlrGbKH/E+/4jiXpYZcnUtNxCayu5kIHXLBvoRIVGhMpo8GZ4JAnSmLEBrpC5yHeElAkD3+EiOvznqRDIDzEklWud1mRdPoDUZKjMJC4X+WbJCGkDzCOvK3hohMfOJm+T5SBFCKKahMFpI7aFSRLw0tEmMLC6ie/uoHlCBMFgx2mSqEAHTV0kVoU2lHEG/39T6a25piLK4ABY1akZ5RITGIww2F4V4QNB8SJbdT8S1f57Fn7SdQgvXbUJ3EFYZfDDx4gkpAjabuOdTDfI2fVOdK6JrbBr9ezT+ZP5idK+O0/A4/vWLilE9n/WiT3NE3j4Zv+e9EkIetkUG3K7E1YH/iV/tpiLkZfZCfJdrEfx+Dgq1fYAQyONYNkqtDeG1WP4XZAHhRskY/I1pJ1Vo83s4cNxCZNjeEzhuCXI4biHMcDSEOBxFeNbR18gh7JLrgAQBOimz0RzP1dw4H5p+LQrbhfJEf0OOWaccfx+aQYB2kkJrJjQpCLQnnpbnnLnEpdDXla+3LGWFNIAgvYpsIemACMxNEYkwRMEcjmLCEGYAlaAN3UHpQ4B1I/iyUCZYV5St0gF5EiF1i45GLQCcQePbgL4RUoguBfRXpxQ8wmBdkbHlsl5e9zslIKRqMApXzEQ8Ch8pRp79IBRS+onYgCskzVEa+M+Im/ApQkd8ZBX0XkehUN+v+Kext0Zo1XSEjLi2Ej4ecQMUehqOsppeRAroTc9zd0Oe8K/IgZiBvMaQrMaTUXHNDxHB2NUBCmnE6KQIecr/RuTf3dBG9WcWLQzNiAyVBWhOvYY2+rEeY6rQ2rkGhVYfws+TX4jCNTshNK675zVWovm6Nlo/R3iOM4RcroPCWmd6jgOt7y0Q6hkSApmPWriciVD/kM3uWfRsmiD0r5ZkEKCdTEa66Nvo33xiGcr1GmQcbk4YGjMaGVyzyR5WrkkZw6ZmN4AuRvo+pLYSSH8diOZfqAF0MeKthYS/QC00lrWskAZQa8IMIBBE/jRSgjMCx16M6liEps83RsbA5sgA6r6qDKBR0wu36FsLbcztyF9pN5schDbGCcTGnk8dIJd1dj/wQVQR2gcBApGBX0YekO+m7GQ1ZIBcQ3oM3kfWQZ7MvYT3mVkPhZQ+RqGwEMO4M8pGHI8QoEUBY1sgxf4eyhrxrePjpAPywO5FG0OoODRmM3QfK4r0Retpa+Q1X4M2ymTW4WIUcmyGNs9G6Hm/Rm4ZhgyQFij8dyRCKzoXuJ6HkEH9N8TR6olfm54noms6Fm1ED1C4fxVoU++GdNlYZLz6JADMQgbqYcQ1iHzQNUM9zzZHRlAPChsVToYho+m56OcjPccZMkKOQbp+b3IYI1kqQI9CtIVfkcORi5CfTZdeTZyYs7nntYKQm12Qk9uU7GjV5LmLWFyVolGDYjqvErsbdyAyPYQZQHOQ4zkbze8QpPQpFP6HsGaolYT14PSVFdIAepLwTQOEUFxLWBgMtIDuRhkhofD0SsC70f/btxSFcPo8v+YW6yAjKKToo5M9o/NW+0JACTkD2M15RQEVoYsQzH0JYS0tQJ7/P5GxGcoRKEZe4vXULQ1+Z2RM1GXsKiiMU9eS8O0I63RdL4WlChkGpyLe3ykofHc6cn6+Rc7QT4hv1BLN19fR3P8RGbSVqLbUYORUZJO5KDNudvRzSxTOK4SsVKGQqDOcD0Ybmg9y0JF4jZyIDBMf6U6c3bQ1MhJ8ZBXipJMmxAVaC0kRui9Xk+fv+CMja0XXWERY30dDyEZjpFNy9lzLIECDHOvtEHq+GYUzPJ1qrUEITmN0ryEGkEVjmyGHLBsCOn2egk2rljZemjyTQsjfStF1hhhArgVGC2Sk+xoRhgzt1RAHM8QAmoEci2UtK2QW2HaETTKQMmuM+B4hKaAgr7AJQkZS+MP01WjStEGE0aEriW45w8MAWki8KEImt0VjmyOOhZsgPopnHnENi23bbwBJInSBzvDlxOmxIY0eK9B9uuv0aUrqZAbpqZUdcx2YIYvRhtea+Ln4KoFxCDJ26f6+kkIh1LXwzxBxMhIZSaXE88JXPkObVwPCUv5/R/e6LXENHN/xL6K1tg4yMLLV0KlACjj5DCdQ927RA1F4cBYyRlLo3Rra9DdGhvktCM24FIVGZqDN4OPoevZBYbnzkFGcz7h4FNW3WQ0Z77ciVG+9Ate6EHGhZiIU6j2EfProledQ5uPVCNH6t8cY0Ca9C1qjZ6Jwpu/8/QCFX59GxmBI6ON0dK+9CCvn8RtydN9AKKuv4VSM3ttWCCHLmfGbhQBdg+buyxRy4NKvpgQZ3GshRCZfNedMaU/8HnMZFG6/aNsipusXE6NG/fCv5g7SX9+hubtLwLgitP6noYhGSEh5df6cENgKaQBNJazx2zxiXk0rwsh0jyOi4JtokoVwFLZDimZbdL3tEgaQmVGUIy71E0JwXLsD3/g+SHHPR0puU/wRK/eMXkWLaxtXEXrGUHlLeQygp5GCfBstipCqpPui59STsB5QQ5ER/AlajCG1na5GPJZ/IQXiW0iuEr3LgxBycyr+tS0+iMbdh7hKd+HPnemDCPV3omf9GH5pqzORB94KZdv9jIziwz3Gfo3QkCYovXd/FDYZi0In+bzjt5BSnoLWy5poDq8T/ds9+t5jUUbY0chIWkB4FXAn45HRswYKtayEjL+F0cchAn1JN7Jbo3ITlyDEoQEy5nemMDK3PjJc9kFz42D8yK/N0H3vE13T6fhvYLuiubsD4tP41qEqQQjT5kgnhPC2dkS682/4o01O7iRudBviMGyAkLrNCEfdb0TvPC+3JQsBui0i9uerxpyU5HVdhNZVvlo+2aQBmqedyd3qw0UM2q2UPksOQcZWaBNUENpZQnh15p5I34ZyjkC1+EIpDoVkhTSADiTOOvKRxcSx+V3xryJdjZTlqWjjewF/KLYSGTFXIQXQH2gbGUBLalJULKqmZbPsU35DtBi3RMrRt+8OyMvaCnmV3yZ+n8vYcrIS2pAOQ4rjB5BymDFUyiJPReiD0H1uhbyKEAPoavROmiADzNd76oE2gJ2QMnfNSX3kMkTm3Q8ZPx95jmuMPNI9EMowBv8smj2jY09HyrkEf/L0k2gjOSEaux9CLAohQW0QivMo2hQmROeciFJY882I45CC/QQZ/2cTp/a+h4ywHXKMfTb6twKhMu4zDJGnRxJnkJyIDLz/Q87CGwXuyVfGIXRlHzS/chkKJcgQTkpL/Ir9JQtKNiUs8+eoxP9DjJG2xM89tAWKL/8mUxoRV0oPreYb0qMqKUXI+HH/t8T/C0mmc+DQ/6WSgwAN6cZPLsQzmyptQmz8TCeMV+OMiRRyGjLnkUOA2pWma7gSYuNnFGHGl3PcZiOn1TecVZS43sGE1cWrS7JEIVkhOUBDCOOJ9EOK/DfC0ueLkPFRgxR4CIQ3Fnn5ExGSkwKaNCyhtIlsVhfXzSb3oHscS9wnyEcWIU+2Bt1nf/B2n35FG9c0hEBVAHgSoV9AG84swjqyVxP1SUOo1fMBY6cjlGIhCmO8GjB2bDR+CTIkvsl7dLrMQfyNGmRY9A8YuwoxgvgQ+Ym1SWmINnG3KX+LjHmfNdACcZSSHJb/Q2TbQun7zRBC9wgyiFeOfj+GOIU9X6igFCEOxyDu3csIhZqP+FogdKodegeP4t+QtpCURd93IP4oyYom1YQnhIDW+eA6jJtOWL0uJ/ORoxRa5yaF9Hete8xCgM6UvsQE7FySjV45lbBCsEu/C6H32fie0ytqh8CS8j1xpnKIVCPUqi71g95Cuvu/LSukAQRhPJ7DEOQMYQZQCVoEzisIKcTVHYWEmiBv19VpaFcqGDMfD+gC4oyCXwLO2TQ6p/P0kptzoUm+PjISOyDF8TXE3lEBIvTJCNpsjGLLvkXSGqDN1VXTfRF/InI7FApwoa/78xybKRui+3OhIN+KzKDQSH/UIbwEISO+17wn2jj6IJTtFPwJ+T2R8fASQr5+jc7tWwfoJhQ2fBshoNXIQPANL7RARtDw6HuGoBBZKNkd9NwOQBvpHPQ8n0cGVa4wwF9datDaGR44biDaOEOcsxRyWrYjLKRvaNPbmDACLAj525Bwwv8ohCyHJigsQSjmW2Rp2pmFAJ2Ul5HhvEmO786lS2cg/VCXhIh/Icc3G91hxvzsCBDImduPuiVSuHR23zC+k1Ho2YYikH+GrLAGUGgW2PWo0FSIAQQKDb2NJlgoiasXUuzFCPaH2IovlAnWB3npwwjzipsjFGYHtLGExM/XR4ZBN8Q5IZMInUeOQIupDWHNZkuQAfIO4iF9m//wNGmJQjFvoUUZYiyugTaBz1Dtj5Aq392Q8TASKckXAsZ2QeHCMUjRvp/36HRpg1pYPIhIypegZ+YjjpS8D5pX9yJDytf7WwXd99rR9/RAZN+6Fhtclz+nO3Qu+RWVOhhA3A09m/RH2ZNvRsc/F31yFcUz5LV/hIisZyJ07F4Kr71Z0Xcfg/TLNfg11V2IuIlbovlXhl8tF0P31RMhiIfh/w6Govs6ASU5+G64i5GBtidCBLf1HAdaG5sj5P7gAscmpTw637Pk6LGWpwL000iXNaAw3SHZDX42ItcP8RiXKc4JbE/2HmQuWuAoFE7moncxnfByFk8Q87NCjIiF6F2U498+w0loeRQfWSENoEMJN4BKkDFSFzi8E3p5dYGLD0CWvTOAnBVfKBOsCGUUHJMY6yvNEYSb5DH41AECbdBfEdVGcURo8KoH5NqFhCBlTvZC3mxIsUkn+6INLrQ2FAgt+4m6xac7I+TpgDqMLUbe4ql1GOukK/5ZXSuaLEYbviHHZSQiW2+KQnmt0UaXWUF3NNpUDkB65lpk9OXjWz2BNr/z0Hw4EHWZz7fkytHaPhpt1Kvh199tIUIfT0JrbXv8agcZQgEPQY5CN/yLGX6P5urnaN5elP/wtGs9kjhT7WT8De5X0HOci4xCX2LyXGT8fBr9nN0AGqR/MypAP4Vq1aSQ4ZWL75SpS8uJ++RBmAH0BnHvsuzBuAQHKEGCrkLzc0j0c7b6Qbnk28Q5fTNnQXPodIREQxhyNBqtiWUtK6QBdBd1g99WRsrKt3VBUrYkjIyclL8TL8QYASpcSLwIcUXq4ik3R95lqg51gFYl0cQwoCI0yCi4JPiMkjJExK6LrEJYSmdSGlA4dTmfhKSl18ufI9UofPQG6uF0LApFNELz6mTi0MS6yCl5Bm0AvyFDZ2NkFLnjzkOIkSPjZspcVM36DuRgNUDGjA8HpB9xO5YOyGFZKe8IyQJk6DdAztwT+G0CrvhlUXT8LfgTmtdGyERT5P37km2bIWOyWXSukEJ4eyNdsjJh2aGtkEHYHDkHO2QekIcAfQwykNuTuwhiUpxqLUUhrIYIEQ0hBu+KjOfOZDeAalLGzPlKOE8iQIaiGkXIEeoccM61EAl/TbKEB/NINdLtjRECHIIANeOPOXu5ZIXMAnNwvq8sRpDxiejlh8S9hyMFuVfgOUGhkS3Qguoa/c4HAZqBCLKnoAyGkHj7F2hxbIiUh1Mc2ToYJ6USpWifgUiHS637jhvD4OfzIkAjEH9hl+hafSelIQXu0o/XxF/RzUVhhgtQCCskA6If4imVoc3N14tIodDkaSg0mdW7zCGj0fVeiTzp/QLG3oHQvK3Q3PDN5lmMvMRTULbcE4hn4yMvIY/44OhaS1B44CwKP6890UbdAxkbPaLP6uj9zkOG/emkI7Lfk6duSwGpRI5NEfEmnySJL0Zz81aEnrh7mIY2LFen5vXomIM8ruW26Pi7EXK5OX7F3hYgFOV85MnvgX9pjvfRPHwH8cc6e46rQQbfc2ju7u85DuTxd0T6IRRBd+T2FGF6zNXbepNwntlYZJCsT5brnTMmJwF6FtrUXyc/jzFTlxZFx/dG86ZVwLU2iq7xXbLznOYsXEJNyigqglWaN0obV4l00aWEITltkH7PxTnKJQ3R3rs/eqd+5Xwl7QlvneEjK6QBdAFhDPRitPH8gIrCnRwwdjBCcP6GMo1CSJqPIqXTmbh5oLPi83GAKtBG81H0744B53RtHdohfksI/nMPUrCbkOiE3DZaIrPH5Bw3Fm2ym6NNvqfn+YrQPd6FFv9g/A2gBQhafwO9mzs9x4FCIqeh93IL/sZINdoMtkMx/0H4Q8+LkGJ9E73fX/Hnz7RCc34VRBr+Dr/aH1UI2ToGGR/DkKK+isLPeT2kHK9Bntv2yHB8C/Gu8m3YF6F3ORQZUkOQwdqC2Bh6A21SFyAyd6vo96FNPZ3MRAkHbsOrRO+1PQqR7oP4J5mox6rICEoiynfip1gvR9lJxYQVt2yOnk0j9I5CdMqxyHt3hp6vlKCwUDHSCSFjt0dzvi7ZQo/VYQzI2QzhEiYlLwI9O2potEq3WgTotsS9CH2QkaRuLVT5O5c0JH9mnMsAW6V5IxqUpLse2xLGqUrKzXUctzYK1UK4MXwaIl4vS1khDaCvA4+/EinEJwgr4DQTeXezERF6Kv6e2ttow5lIeqE9F8fNhQCl0MbeCBlcO+NvAE1CRs/Q6JPkLBXiAL0XnftDMrr8tozuuHyCMN+ML0ohRKMEeXsf4W8ATSfuzE70r+/YCcij+BGhKzfhXweoCUJURiBF4GsANUCozzvIo76UWBkUku4IXXPZiKchg8hnUzkRzQfXumBvFMcvBEGvhOr/nE9cs+Ya9NzvIT8Suh5COG5F3KzLkcL/GBWpuwfxV7Jd/y6khyMNGRluXg4gKrOAKijfgpCp3sT1Zv6ouDIQ6+S4xqRkhtN9lWoy2ye0Po47vi5ZbyEIdlLc9lkXQ6YuY7JJqMHnZC5hyIqTSQgdWXr9c6NUlpb5NfliNIc6Z/lbIV06kLBq0E6GoGttlfidywBrm1EEMSk1iLdZlzpP76PkoND3uwA5YjvX4ZzLUlZIDlBF4UPS5B/ExaV8U7QhbmHhFM7kgLH7ELeESGInhRCgYpQR4DyQYQHnXA0V+XMKZjD+3eD3JzYEfiBR5rw0enJVC2FR7eIDxYgr4UiKIR58O+QRuIwS37o4oA39NGTMzCYsw2Bv5EmXIGPa16AuRmjCCdHYl/CvIdSAmPTcDF2vL4pp6N1ejGD9UQhq94WgyxGSeAJ6bs8hj9VnfBEKY22BuC1/R2G1j/EvWliEkJgdEfF2T4T63B59x1fImPThwPhKe4QoLauN+39ZphKeJp5CvKPQvntV6L3NrcP5bqRulb5fQM5rqPyG5mzaHCiPKu20ym0ALUYE7IKtHrIo18cIq2fmZDJa05lJDdMrsmeAJaU3YRmwToYjtDZ0jRhax5kJBP8NqTeAPGQltLk2J8wAAm1aruNuiAFUhLzk3dFEcYvJtcMoX1TF4qrsdOy2yJDoQJgBBNpcXkYb7qDA670TbUSLk2MbNoHmUbDGeU8Z0g7B6/sAXxLWGX0bhOJsQVgxwyK0CH9ExldID6kWCN34ERkEIUXEylDa6hAUirgY/zDjpoj7MhmFCh/BL2OuCJE5b0aKbhxCX97yPG93FBZ4HHltc1HY0XcdNUHI0V2IB/Iw2pAO9ByfKQcjZPUCZHhvwF+nWGElcjxCSmbMQO/mn/iXvDCEAh6BEOOQjeATFK7+kbAQwgC0Tn8mDI2ZjjiUj5KbUJ5NHOfuSMITHL5D4aFa3MDyqPJWy+xBLmf8fJttbCS5DIZXkIMTUgkfxInbGzlVme8xboOR3QB6HOmykPZO7pwHEtZDLHnOpwhH5HKVkvgjskIaQM0Ia8QG8gYfI9wAAsHzJxFmAIGUy0toQbiCdy2bNqRRFMudOT+3D94ZwZN1Se3eH2Wj/EJ6rYpCUoR4GdeSgWy0SoTBckhzFNI5AXn0IbI6CqNtRbjBtx5CrDbAv6igk57oPvch/N2ujZ7xg4R7Qi2R8fYlfi0XMqUTIhAfWoexoPfckfACaMurTEXv+CRkyD2FkgUyK1s5btixKF18H+Ju8LlkLFozR6K52BwZqoUIn2PQxrUdQqsujq6vUHhoCeIVbomSBwYgw8lHBiPC9S7oXi/0HLcIIctbIMfoPM9xoHXdE/F5jsEfbViIjLtrkC4MydL8ADmuc8iSBTbXGUC1TYbFqPzB+/glRyQ164fIIUohlNZXXDr7ILLXgJqRxwD6ijidPSSby5CeHkp4Ha+fidPZVw4ce3ng8T6yQnKAHkTea2ghpsMIh4pBi/Y+BPuHSinijDhvu6ioiLYrNWbS3EVMn1fJ6ivnTqLeEKFIdYmbH4YUx/dLz+s3rgiF4IYkf9lyDZj0Uwwf55AGqA5K/qOySxOEiJTXYWxjxFUJhfNBSu60OoxzEqLsMqWIuvEa6iW/pJAH/yYySEajdeCcn6aIj5UkZC5G3I1PiWtRbYaM3HyE85VRiMaFIE5DuqIQT6cIZfdNQuvmFfwI9eORTnBV3h/Fr/Lw/GicIxZfgX8NqZcRclmDeCa+/JZxyDhzhubRnuMModGOkLwv/obTSIRiu357tThlTodlGECGDFnnvG2e5xyZfRXHoFBSVXSdIf3PbkqcMxvitLQTfIYBNBUZIg4xDDGA7iWeByEVpOeh+e04oq0Cxr5G3UKDhWSFNIB2J5wv4DIf6sLWN7TJ7l3owCzjoHaVVmcA5UuFT6Hr/RvhMdoatLFvgT8HCGRANIjOnQbjOrh4bm6MxS3+BoTBsVVIUVUjYmirgLEu1NYkcW4fSaFFXEU4AlMejQlteGgozXZJNC5k4U5FRN2xhHdhHoaIwMOjsb6Q8WSk8Fya7O/4VSkGhVhK0RzKVmAy17ObShgPLCkDEOdjSvQ9yZXVEdXSWoC4RxcRK/6ZKBT3JnonWyGD6XIUfsnneDyDCOaroLl7DiJ0F1qv85EeqkFo9m3kbiybKT+hey1DhoFvFlAThAB1Q3PwDM9xoGc1D73/8wPGlSHjbH2kr31LVRShkFkfVKJg34BzroWyWA3NwTQjr6YK5kVYbwYHqAgZFLcinZvPAHLidGsX1FbHre2Qoqq9kcG8NYUQoPRgVXuEyp2D1mgImns2MkZKCWvg2yK61i3Q+wlBgPZDoe9nCx0YKCukAfQsImP6SjlaFDciY2TL/IenydOIm7IDYYvfUMbQfkj5HpP4WyEi9E/R8acgqDKk6OPFSPm3QdlvTgp1gy9HyuZCVLNon+QfW0UmXI4Q2LMI+VkfLRDfTdYQJN8LGUA3eo4DpZHvhkIVhyEuka/8A3nsVShbzzeDZzEKtR2KDIQQj6YvCnHsgZC9kHTQM5E33RaFZHzn/gzkrW+NNrEGKAzsozTeis6zEXq+A5EC/DeFnY9bkBFUTRy+SH4uQ8r+UrRJJq/3GY9ryyZTkEHcNPruZmiOLEbvqit6jueT7vW2jO7rRRQ2GRJdn49hsRpCcY5E8/9s/JyVFijMdgQKG5/iMcbJ1sTlOELmfAM073dAaJhvxiTRed5CzomPYZAUF8LK30intqyPauN0I2yThphLVct4nTcFLAUljWJeY0LaIbR+K8J4jKC55couhEhDNAd6kr3eUa42GCBdsBZhjo2TJ5ABFGKsFSH99zW5+6TlkgZoP6o3gJaBvIb/JpBCJOYZSJG/jL8BNBJlqbyJFPr5Adf4AlK85yHPImkAuXhuNgRoEVI2w1HX7m3wN4AGodTut5DiuBJ/gu5HxB2JryDDAHIIUBYDaD6CgF021Zn4l60fiTag69FGeANhdYBKEJl2Cf6bQQ0iI9+E7vdl/KH5xsggdc1TL8E/HLA3yoJ6Bnnj++NXywdktByFQgKfIIh9B49xbRECdC0xSXwBygIrtAGegby8VxCPzYVSv4juoVeese+jdzICoTLu8ybKYKtB8+0R9DwvR170Bvhn1RWScSgDaC80l3Ntog1Jb6TbM+AcyfIUvgUmnTgeRYjxA0JXQwmvTlzxw90CxzXHr8BjNnG6NrRZpys5URfpnOsPDsEuXQ2Ka5sMRcTv1CesmORXtqbuve3cM8rmiOXjADVFukzXEhYpcEhyKCWkIfH1hnZUCDUOfWSFJEGHsMmLUUVXZ13PDRi7FvGknh943h2jMVCbE9N2qQFUux1GU7TBuaUV0htrfeIJ8TvpXkyhxbEBcTy5f+YfXbw8SwisBdpo3fd/5nepgDYlN24c8th9pQlxC4qX8E8JL0Zol4PG78DfSCxHXC7nWV7mOQ5iD7gEoRIn4698KqNzNkKoyiGkl1bIJ52IQ0Ag52F//OZyJ4QInktsMI1G6MjV5OdcNULz8XCEAryKjLFhaI43R6G5qQhVCsma8pEyZHCdTjiCsKJIeJMcSWhlZiez6jh2EXIIQ8XI0EcFMsCS0o/cjYbzgelziblLofJ4xs8LKqtZsERmRr40+GHEvc9CxIj7tIXKt4Q1rv6zZLkzgCorK+nZsydFRUUMGjSoTt8Ruoi2J/baa1eyyS93E8O+Ic1Q2yMF3IzaBlChYohHEKdmhxhADVBYZic0uYeCt5brjhZ9B7J0kXfx8oUzoao2OHw6MkIaEWYANUcIzD+in98OGLsRSuM9Gr3TdzzHFSHjYwgyBH7Cvw5QK0TOHIbCHh+gZ+Yjq6FnNAaFfoagcKGPrErcjPclxIE7Hr9O8EXIAJmJCLfvoVDPc/hvgEcho60Grb3pKN03NBMTZHiOR9f+C3rnd+DXzfyvLtPrMOZ3lGkVKh9Qe8P1kXcRNydU+iMEPrRv3gzqVmzPUJj5s+QvnQHUKv9s+wpFGAqFejP5lYtQGCykRYSTZ6hdF8ztD80bldC8cfZgTznKXPNBrDLlboTEhsocpP/qkkK/rGW5M4AuueQSOnYM6VxSW+riRVyKYNy5geOaIO+1LeEKamPEIcpMk/Zph3ExCieNCjxnExS224J0RMUnC6w7UhhNyEAYmrSCRlGllhyZYIcg5TiAMFi1GDWUfIbwxbgSer6PElZDCISKvI4MitDshK7IgPgRZQaGeNJroFDfBMTTClGWpYh/9Cwxx8ZXXOr7HmhunUI4ub4YbWCto++qSxPYdsRNOf8TUo0M1hCdkUIG2hS0/nyecwUKD96JSM0+4QFDa9SRfUNQjh/QXOhFWN2Z4SgkeBBhSR0VyHHYG224vmIog2wbFDoJee8j0P1NwT9cDHp/Z6L3kJYFNrcwAvQDCpvmSzbI1lexBjkKXxLeM/Ir9GwzzbLpOTLAnKQQtWI44X22vkXJAKFNxQ05P+MIT0T6LfB4H1muDKD33nuPDz/8kFtvvfUPfU9dPIJitFnWpeDaGogkObsOYw9C5MjkRpePA+SkCBWeq0uX8pWQp6++P2FA99rICEqri1NUlN4SI4fsjDgjoTV1QEjOTYR7T0WIXHwV4ZB+EdpE/lWHsaD4+3V1GAcyHo4gjIyalIaE1+FYkcQZ4cWIY9QCGV6bogJwL5P+zg2RZ5ujMGUp2sh+Ij/R8mG0ZloipPkp4krhucTQ2l4XhZ6vQQapD/H6o+g8W6K1diN+GUBzULbb+ggtPQt/Xs4n0XU+Fv3r265kIWrjcjpCCw/3HAcyJHohhGsP/A2navT8H0DvfqvkH3OkwDsZiNDVefhxwSzx75nI8SwhbnztI78jg3IJtblLuTLAnPRByRUQxq+ZidC4asJ5Sw8SO5shBpAL+y9rWW5I0NOmTePUU0/ljTfeoFmzuviOsVxVx3FtkBKoi+xI3SB/kAJOoiJtEwZQKmUUF2df3g0QEbou0hoZFVdHPxfqBp8Ul1mQJi1XhxlD86bCQ1il10zZ4g+MDU0Ph5g4GJoKnyQchiIZKerutbgyBXWRGureQyqUYPnfkukorPYLqgTcF61Zx22bhYyVM1ExQHdPE5CD05eYG7UVQvny1eZZhJyiZN2gDylsmDo0zhX9PAY5ST7Slbjm0HbIwPCRalRGoRoZeb5ZiNWI9+Vw3zPxnwtDiBHs7vgnRyxBTpijK4QQsL9FyBHR+dI26TwcoGpkUDqkMF9yQyaa/j0qEAh6P75ZpYaMSjc/yzL+ni8DbCgx76clYSGwhxLnDEGAppDeuDXEAHqS8A4OPrJcGEBmxgknnMAZZ5zBZpttxtixY73GVVZWUlkZYwLl5SqTN6SiIgh+X4IyUzZFnnNI/ZZJKBzUAnkFtWnL2cUR8DpFY5JITqNUilTlQpYA46fOpHWL9AlegTyg1uTPtskmv6LJPR95lKnKhaRqjHkVFTQrym3CVaOQUDfkTdSCVBu1g0qDySNhrfSpPCU6byUZ2WMe8iF6H3MI63q/kLhmzOGEFYocjEKhvyGF7iuGPP6OSOmEdGJ2NW7KUYZVCHrzPHofr6E6Jb4Ktoo43PUgQhp8z/shCmkegoyAe5HH6YNYnYrm07po3q+L1kExyo5cnexZe4NQenhdJEmwbYTmw0JiL931YrsTvT/Hn5qKkJ710b02jq7N9dTLp7T7oHdyDJpLryIjs5Cin4cMnqPQxnkLfnwuEGeqC0JvbgsYV4IMmYPQu2jscZ1OWiODoAjV5PEdtzaab0chFN33WkE8xteJUTvfc26EEKruaI0uHWcG08ZDtUHJylBR+xuPR8j5hqiUQq5zLl44n1TlQhYtmE9FRQXrontcE+0TIRv9BSh02gshecmxE6bOIlW5kNKSKioyrnc1FMJqh+ZCyDnPRgbUatF437HNUcbupegZ1QSMPRIYXVHBzcgeWGZi/0Xp06ePIR2T89O/f3+76667bOutt7bq6mozMxszZowBNnDgwD/8/fWf+k/9p/5T/6n/1H+Wj8/vv/++zGyQIrNlaU6FycyZM5k5M393rc6dO3PEEUfw9ttvpxXjq6mpoaSkhKOPPponn8zkv0syEaC5c+dSVlbG+PHjadmy5bK5ieVAKioqWGONNZgwYQKlpb4F7Jd/qb/v+vteEaT+vuvve0WQ8vJyOnXqxJw5c2jVqtUy+c7/agisTZs2tGlTuCPXv//9b667LqaLTp48md13350XX3yRLbfMXZawcePGNG5cG3Rv2bLlCjVxnJSWltbf9wok9fe9Ykn9fa9YsqLed3GWIpR1leWCA9SpU3qCX4sWysVac801WX31kDZu9VIv9VIv9VIv9VIvy1kafL3US73US73US73Uy7KQ5QIBypTOnTvXiQneuHFj+vTpkzUs9leW+vuuv+8VQervu/6+VwSpv+9ld9//VRJ0vdRLvdRLvdRLvdTLf0PqQ2D1Ui/1Ui/1Ui/1ssJJvQFUL/VSL/VSL/VSLyuc1BtA9VIv9VIv9VIv9bLCSb0BVC/1Ui/1Ui/1Ui8rnPxlDaCxY8dy8skn06VLF5o2bcqaa65Jnz59WLIkf0tSM+Oqq66iY8eONG3alB122IHffvvtP3TVy0auv/56tt56a5o1a+ZdMfOEE06gqKgo7bPVVlsVHvg/JHW577/C+54zZw7HHnssLVu2pGXLlhx77LHMnTs375jl9X3fd999dOnShSZNmrDpppvy5Zdf5j3+888/Z9NNN6VJkyZ07dqVBx544D90pctWQu77s88+q/Vui4qKGDZsWM4x/2vyxRdfsO+++9KxY0eKiop44403Co75K7zr0Pv+K7xrgBtuuIHNN9+clVZaiXbt2nHAAQcwfPjwguP+6Dv/yxpAw4YNI5VK8eCDD/Lbb79xxx138MADD3D55ZfnHXfzzTdz++23c88999C/f3/at2/Prrvuyrx5Ia34/ruyZMkSDj30UP7+978Hjdtjjz2YMmXK0s+77777J13hnyN1ue+/wvs+6qijGDRoEO+//z7vv/8+gwYN4thjC7cFXd7e94svvsj555/PP/7xDwYOHMi2227Lnnvuyfjx47MeP2bMGPbaay+23XZbBg4cyOWXX865557Lq6+++h++8j8mofftZPjw4Wnvd6211voPXfEflwULFrDRRhtxzz33eB3/V3nXofftZHl+1yBD5qyzzuK7777jo48+orq6mt12240FCxbkHLNM3vky6yq2HMjNN99sXbp0yfn3VCpl7du3txtvvHHp7xYvXmwtW7a0Bx544D9xictUHn/8cWvZsqXXsccff7ztv//+f+r1/KfE977/Cu97yJAhBth333239HfffvutATZs2LCc45bH973FFlvYGWeckfa7ddZZxy699NKsx19yySW2zjrrpP3u9NNPt6222upPu8Y/Q0Lvu1+/fgbYnDlz/gNX9+cLYK+//nreY/4q7zopPvf9V3vXTqZPn26Aff755zmPWRbv/C+LAGWT8vJyWrdunfPvY8aMYerUqey2225Lf9e4cWO23357vvnmm//EJf5X5bPPPqNdu3asvfbanHrqqUyfPv2/fUl/qvwV3ve3335Ly5Yt03ribbXVVrRs2bLgPSxP73vJkiX89NNPae8KYLfddst5n99++22t43fffXd+/PFHqqqq/rRrXZZSl/t2svHGG9OhQwd23nln+vXr92de5n9d/grv+o/IX+1dl5eXA+Tdr5fFO19hDKDff/+du+++mzPOOCPnMVOnTgVg1VVXTfv9qquuuvRvf1XZc889efbZZ/n000+57bbb6N+/PzvttBOVlZX/7Uv70+Sv8L6nTp1Ku3btav2+Xbt2ee9heXvfM2fOpKamJuhdTZ06Nevx1dXVzJw580+71mUpdbnvDh068NBDD/Hqq6/y2muv0b17d3beeWe++OKL/8Ql/1fkr/Cu6yJ/xXdtZlx44YVss802rL/++jmPWxbvfLkzgK666qqspK/k58cff0wbM3nyZPbYYw8OPfRQTjnllILnKCoqSvvZzGr97j8tdbnvEDn88MPZe++9WX/99dl333157733GDFiBO+8884yvItw+bPvG5b/953tWgvdw//q+y4koe8q2/HZfv+/LiH33b17d0499VQ22WQTevXqxX333cfee+/Nrbfe+p+41P+a/FXedYj8Fd/12Wefzc8//8zzzz9f8Ng/+s6Xu15gZ599NkcccUTeYzp37rz0/5MnT2bHHXe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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "%matplotlib inline\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "\n", + "# Fonction f définissant l'EDO\n", + "def f2(t,y):\n", + " return t * y**2\n", + "\n", + "# Solution exacte \n", + "def uex2(t,y0):\n", + " return y0 / (1 - y0 * t**2 / 2)\n", + "\n", + "plt.figure(1)\n", + "\n", + "## Solutions de l'EDO 1 telles que y(0)=1 et y(0)=2\n", + "\n", + "tt=np.linspace(-3, 3, 100) # vecteur représentant l'intervalle de temps\n", + "y1=uex2(tt, 1) # sol. exacte avec y_0=1\n", + "y2=uex2(tt, 2) # sol. exacte avec y_0=2\n", + "plt.plot(tt,y1,label='y(0)=1')\n", + "plt.plot(tt,y2,label='y(0)=2')\n", + "\n", + "##Tracé du champ de vecteurs\n", + "\n", + "plt.title('Solution exacte pour y0 et y1')\n", + "plt.legend()\n", + "plt.xlabel('t')\n", + "plt.ylabel('y')\n", + "\n", + "xmin, xmax = -2, 2\n", + "ymin, ymax = -4, 4\n", + "\n", + "t=np.linspace(xmin, xmax,35) # abcisse des points de la grille \n", + "y=np.linspace(ymin, ymax) # ordonnées des points de la grille \n", + "T,Y=np.meshgrid(t,y) # grille de points dans le plan (t,y) \n", + "U=np.ones(T.shape)/np.sqrt(1+f2(T,Y)**2) # matrice avec les composantes horizontales des vecteurs (1), normalisées \n", + "V=f1(T,Y)/np.sqrt(1+f2(T,Y)**2) # matrice avec les composantes verticales des vecteurs (f(t,y)), normalisées \n", + "plt.quiver(T,Y,U,V,angles='xy',scale=20,color='cyan')\n", + "plt.axis([xmin, xmax, ymin, ymax])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Partie 2. Calcul d'une solution approchée d'une EDO par le schéma d'Euler explicite.\n", + "\n", + "On considère le problème de Cauchy pour l'équation différentielle $(E),$ \n", + "\\begin{equation}\n", + "(PC)\\ \\ \\ \\ \\ \\begin{cases}\n", + " y'(t) & = f(t,y(t)), \\\\\n", + " y(t_0) & = y_0,\n", + "\\end{cases} \n", + "\\end{equation}\n", + "où l'instant initial $t_0\\in\\mathbb{R}$ et la valeur initiale $y_0\\in\\mathbb{R}$ sont donnés. \n", + "\n", + "On suppose que ce problème a une unique solution $y:J\\longrightarrow\\mathbb{R}$ définie dans un intervalle $J\\subseteq\\mathbb{R}.$ On s'intéresse ici à trouver numériquement une solution approchée de $y$, dans un intervalle de la forme $[t_0, t_0+T]\\subseteq J$, avec $T>0$. \n", + "\n", + "Pour ce faire, on se donne $h>0$ *petit* et on considère une subdivision uniforme de pas $h$ de l'intervalle $[t_0, t_0+T]$. On peut procéder comme suit :\n", + "\n", + " - on se donne $N\\in\\mathbb{N}$ *grand* \n", + " \n", + " - on définit $h=\\frac{T}{N}$ \n", + " \n", + " - on définit les **N+1** points $t_n=t_0+n h,\\ n=0,\\dots,N$ :\n", + "$$\n", + "t_0,\\ \\ t_1=t_0+h,\\ \\ \\cdots,\\ \\ t_N=t_0+Nh=t_0+T. \n", + "$$\n", + "\n", + "On cherche alors des valeurs (réelles) $y^0,\\ y^1,\\cdots,\\ y^N$ qui approchent la solution exacte $t\\mapsto y(t)$ de $(PC)$ respectivement aux points $t_0,\\ t_1,\\cdots,\\ t_N.$ On va définir ces valeurs par un *schéma numérique*.\n", + "\n", + "On pose $y^0=y_0$ (*ceci est légitime car on veut que $y^0\\approx y(t_0)$ et $t\\mapsto y(t)$ vérifie $y(t_0)=y_0$*). \n", + "\n", + "Soit $n\\in\\{1,\\dots,N\\}.$ Pour calculer une valeur $y^n$ approchant $y(t_n)$, la solution exacte à l'instant $t_n$, on peut approcher la dérivée de $y$ par un taux d'accroissement au point $t_n$ et utiliser l'équation $(E).$ La solution exacte de $(E)$ vérifie\n", + "\n", + "$$\n", + "y'(t_n)=f(t_n,y(t_n)),\n", + "$$\n", + "\n", + "en chaque point $t_n$, et \n", + "\n", + "$$\n", + "y'(t_n)\\approx \\frac{y(t_n+h)-y(t_n)}{h}=\\frac{y(t_{n+1})-y(t_n)}{h}.\n", + "$$\n", + "\n", + "On remplace alors l'équation $y'(t)=f(t,y(t))$ par l'équation $\\frac{y(t+h)-y(t)}{h}=f(t,y(t)),$\n", + "en chaque point $t_n$ de la subdivision considérée, autrement dit on cherche $y^1,\\dots,y^N$ solutions de \n", + "$$\n", + "\\frac{y^{n+1}-y^n}{h}=f(t_n,y^n).\n", + "$$\n", + "\n", + "Le schéma d'Euler explicite consiste alors à définir la suite $(y_0,\\dots,y^N)_{N}$ des valeurs approchées comme ci-dessous. \n", + "\n", + "**Schéma d'Euler explicite** : \n", + "\n", + "$$\n", + "\\begin{cases}\n", + "y^0=y_0,\\\\\n", + "y^{n+1}=y^{n}+h f(t_n,y^{n}),\\ \\ \\ \\textrm{pour }\\ n\\in\\{0,\\dots,N-1\\}.\n", + "\\end{cases}.\n", + "$$ \n", + "\n", + "**Question 1.** Écrire une fonction python de la forme\n", + "\n", + "`euler_exp(t0, T, y0, h, f)`\n", + "\n", + "prenant en argument l'instant initiale **t0**, la longueur **T** de l'intervalle de temps $[t_0,t_0+T],$ la donnée initiale $y_0$, le pas de temps $h$ et la fonction $f$ définissant le second membre de l'EDO. Cette fonction `euler_exp` devra retourner deux vecteurs : \n", + "\n", + "- $[t_0,\\, t_1,\\, ...,\\, t_N],$ tableau `numpy` unidimensionnel de taille $(N+1)$ représentant la subdivision de l'intervalle $[t_0,t_0+T]$ de pas $h$ considérée, \n", + "\n", + "- $[y_0,\\, y_1,\\, ...,\\, y_N],$ tableau `numpy` de taille $(N+1)$ représentant la solution approchée aux instants $t_n,\\ n=0,\\dots,N.$\n", + "\n", + "**Quelques remarques pour la programmation du schéma d'Euler.** \n", + "\n", + "- Pour programmer le schéma d'Euler, on peut aussi construire une fonction python de la forme `euler_exp(t0, T, y0, N,f)`, en donnant comme argument le nombre de points $N$ que l'on considère dans la subdivision de l'intervalle $[t_0,t_0+T].$ Dans ce cas, il faudra définir le pas $h$ à l'intérieur de la fonction.\n", + "\n", + "- Veuiller à bien faire attention à la taille des vecteurs que vous définissez, et que cette taille soit cohérente avec le pas $h$ défini : si $h=1/N$, le vecteur $[t_0,\\, t_1,\\, ...,\\, t_N]$ contenant les points $t_n=t_0+nh,\\ n=0,\\dots,N$, est de taille N+1.\n", + "\n", + "**Question 2.** Calculer la solution approchée obtenue par la méthode d'Euler explicite pour le problème de Cauchy pour l'équation (1) de la partie 1, de donnée initiale $y(0)=1$.\n", + " Tracer sur une même fenêtre graphique :\n", + "\n", + "- La solution exacte sur l'intervalle $[0,1]$ discrétisée avec un pas de temps de $10^{-4}$ ;\n", + "\n", + "- Les 3 solutions approchées sur le même intervalle obtenues avec la méthode d'Euler pour les trois pas de temps $h=1/5,\\ h=1/10,\\ h=1/50$ (obtenus respectivement avec $N=5,\\ 10,\\ 100$).\n", + "\n", + "Rajouter des légendes à votre graphique." + ] + }, + { + "cell_type": "code", + "execution_count": 146, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "image/png": 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", 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Euler explicite\n", + "def euler_exp(t0,T,y0,h,f):\n", + " t = np.arange(t0, t0+T+h, h)\n", + " y = np.empty(t.size)\n", + " y[0] = y0\n", + " N = len(t)-1\n", + " for n in range(N):\n", + " y[n+1] = y[n] + h * f(t[n], y[n])\n", + " return t, y\n", + "\n", + "t0=0\n", + "T=1\n", + "y0=1\n", + "\n", + "for f, uex in zip([f1, f2], [uex1, uex2]):\n", + " plt.figure()\n", + " t = np.arange(0, 1, 1e-3)\n", + " y = uex(t, y0)\n", + " plt.plot(t, y, label='Solution exacte')\n", + "\n", + " for h in [1/5, 1/10, 1/50]:\n", + " tt, y = euler_exp(t0, T, y0, h, f)\n", + " plt.plot(tt, y, label=f'Solution approchée pour h={h}')\n", + " \n", + " plt.title(f\"Solutions exacte et approchées de la fonction {f.__name__}\")\n", + " plt.legend()\n", + " plt.xlabel('t')\n", + " plt.ylabel('y')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Partie 3. Modèles de croissance d'une population.\n", + "\n", + "#### Modèle de Verhulst.\n", + "\n", + "Considérons une population d'individus isolée dont on note $P(t)$ sa taille à l'instant $t.$ \n", + "\n", + "Le modèle le plus simple pour décrire l'évolution de cette population est le modèle de Malthus, donné par l'équation différentielle\n", + "\\begin{equation*}\n", + "P'(t)=(n-d)P(t),\n", + "\\end{equation*}\n", + "où $n$ et $d$ sont des constantes positives qui représentent respectivement les taux de naissances et de décès de la population.\n", + "\n", + "Ce modèle prévoit que si $n>d$, la population grandit exponentiellement, si $d>n$, la population décroît et tend vers l'extinction.\n", + "\n", + "Un deuxième modèle suppose que la croissance de la population est inhibée par la limitation des ressources et que la population ne dépasse pas une taille critique donnée par une constante $K>0.$ Si on note $P_0\\ge0$ la population à l'instant initiale, l'évolution de la population est modélisée par les équations \n", + "\n", + "\\begin{equation}\n", + "\\begin{cases}\n", + "P'(t)=(n-d)P(t)\\big(1-\\frac{P(t)}{K}\\big),\\\\\n", + "P(0)=P_0.\n", + "\\end{cases}\n", + "\\tag{V}\n", + "\\end{equation}\n", + "\n", + "#### Questions théoriques à réfléchir à la maison.\n", + "\n", + "Pour le modèle de Verhulst, le théorème de Cauchy-Lipschitz garantit l'existence d'une solution maximale, définie dans un intervalle $J$ tel que $0\\in J$.\n", + "\n", + "**Question 1.** Quelle est la solution maximale de $(V)$ lorsque $P_0=0$ et lorsque $P_0=K$ ?\n", + "\n", + "**Question 2.** Montrer que si $n-d>0$, quelque soit $P_0>0$, la solution maximale de $(V)$ est globale à droite et tend vers $K$, lorsque $t\\to+\\infty$.\n", + "\n", + "**Question 3. à faire sur python.**\n", + "\n", + "On considère dans cette question $n=1,\\ d=0.75$ et $K=200.$ Utiliser le schéma d'Euler explicite pour obtenir une solution approchée du problème $(V)$, de donnée initiale $P_0=10,$ dans l'intervalle de temps $[0,50],$ avec un pas $h=0.5.$ Représenter graphiquement la solution obtenue. \n", + "\n", + "Illustrer, dans le même graphique, l'évolution de la population lorsque la donnée initiale est telle que $P_0>K.$ Interpréter le résultat obtenu.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 175, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 175, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Modèle de Verhulst\n", + "n=1\n", + "d=0.75\n", + "K=200\n", + "\n", + "def fV(t,P):\n", + " return (n-d)*P*(1-P/K)\n", + "\n", + "plt.figure()\n", + "\n", + "P0 = 10\n", + "h = 0.5\n", + "t0, T = 0, 50\n", + "\n", + "\n", + "for P in range(1, K+100, 15):\n", + " tt, yy = euler_exp(t0, T, P, h, fV)\n", + " plt.plot(tt, yy, label=f'Solution approchée pour h={h}')\n", + " \n", + "plt.title(f\"Solution approchée du modèle de Verhulst pour la population d'individus\")\n", + "plt.xlabel('t')\n", + "plt.ylabel('y')\n", + "\n", + "t=np.linspace(t0, T, 35) # abcisse des points de la grille \n", + "y=np.linspace(0, K+100, 23) # ordonnées des points de la grille \n", + "T,P=np.meshgrid(t,y) # grille de points dans le plan (t,y) \n", + "U=np.ones(T.shape)/np.sqrt(1+fV(T,P)**2) # matrice avec les composantes horizontales des vecteurs (1), normalisées \n", + "V=fV(T,P)/np.sqrt(1+fV(T,P)**2) # matrice avec les composantes verticales des vecteurs (f(t,y)), normalisées \n", + "plt.quiver(T,P,U,V,angles='xy',scale=20,color='cyan')\n", + "plt.legend(fontsize=4)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\n", + "#### Un modèle d'évolution d'une population de saumons.\n", + "\n", + "Le modèle suivant décrit l'évolution du nombre d'individus d'une population de saumons :\n", + "\n", + "\\begin{equation}\n", + "\\begin{cases}\n", + "P'(t)=(2-\\cos(t))P(t)-\\frac 12 P^2(t)-1,\\\\\n", + "P(0)=P_0,\n", + "\\end{cases}\n", + "\\tag{S}\n", + "\\end{equation}\n", + "\n", + "où $P_0$ est la population à l'instant initial. Le terme positif périodique $2-\\cos(t)$ correspond à un taux de naissances saisonnier. Le modèle suppose que les décès sont proportionnels au carré du nombre d'individus dans la population et le terme indépendante avec signe négatif $-1$ modélise une proportion d'individus péchés.\n", + "\n", + "**Question 4.**\n", + "\n", + "Utiliser le schéma d'Euler explicite pour obtenir une solution approchée du problème $S$, de donnée initiale $P_0=5,$ dans l'intervalle de temps $[0,10],$ avec un pas $h=0.1.$ Représenter graphiquement la solution obtenue. \n", + "\n", + "Représenter dans le même graphique le champ de vecteurs associé au modèle $(S)$." + ] + }, + { + "cell_type": "code", + "execution_count": 170, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 170, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "def fS(t,P):\n", + " return (2-np.cos(t))*P-(P**2)/2-1\n", + "\n", + "P0=5\n", + "t0=0\n", + "T=10\n", + "h=0.1\n", + "\n", + "plt.figure()\n", + "tt, yy = euler_exp(t0, T, P0, h, fS)\n", + "plt.plot(tt, yy, label=f'Solution approchée pour h={h}')\n", + " \n", + "plt.title(f\"Solutions approchée du modèle de Verhulst pour une population de saumons\")\n", + "plt.legend()\n", + "plt.xlabel('t')\n", + "plt.ylabel('y')\n", + "\n", + "t=np.linspace(t0, T, 35) # abcisse des points de la grille \n", + "y=np.linspace(0, 6, 23) # ordonnées des points de la grille \n", + "T,P=np.meshgrid(t,y) # grille de points dans le plan (t,y) \n", + "U=np.ones(T.shape)/np.sqrt(1+fS(T,P)**2) # matrice avec les composantes horizontales des vecteurs (1), normalisées \n", + "V=fS(T,P)/np.sqrt(1+fS(T,P)**2) # matrice avec les composantes verticales des vecteurs (f(t,y)), normalisées \n", + "plt.quiver(T,P,U,V,angles='xy',scale=20,color='cyan')\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.8" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/Equations Différentielles/TP2_Lokta_Volterra.ipynb b/Equations Différentielles/TP2_Lokta_Volterra.ipynb new file mode 100644 index 0000000..3664557 --- /dev/null +++ b/Equations Différentielles/TP2_Lokta_Volterra.ipynb @@ -0,0 +1,813 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "$$\n", + "\\newcommand{\\RR}{\\mathbb{R}}\n", + "\\newcommand{\\R}{\\mathbb{R}}\n", + "\\newcommand{\\N}{\\mathbb{N}}\n", + "$$\n", + "\n", + "\n", + "## L3 Mathématiques - 2023/24 - Univ. Paris-Saclay\n", + "## Analyse théorique et numérique des EDO \n", + "---------------------------------------------------------------------------------------------------------------\n", + "\n", + "## TP 2 : Représentation des solutions d'un systèmes d'EDO. Le modèle de Lotka-Volterra.\n", + "---------------------------------------------------------------------------------------------------------------\n", + "\n", + "## Partie 1. Représentation des solutions et champs de vecteurs pour un système d'EDO.\n", + "\n", + "Soit $F:\\mathbb{R}\\times\\mathbb{R^2}\\longrightarrow\\mathbb{R^2},\\ \\ \\big(t,(x,y)\\big)\\mapsto\\big(F_1(t,(x,y)),F_2(t,(x,y))\\big)$, une fonction de classe $C^1$ et considérons le système différentiel\n", + "$$\n", + "(S)\\ \\ \\ \\ \\ \\ \\ \n", + "\\begin{cases}\n", + "x'(t)=F_1\\big(t,(x(t),y(t))\\big)\\\\\n", + "y'(t)=F_2\\big(t,(x(t),y(t))\\big)\n", + "\\end{cases}\n", + "$$\n", + "\n", + "\n", + "Pour représenter graphiquement les solutions de $(S)$, il y a plusieurs choix possibles :\n", + "\n", + "- Tracer dans $\\RR^3$ le graphe de la fonction $t \\mapsto (x(t), y(t))$ ;\n", + "- Tracer dans $\\RR^2$ les graphes des fonctions $t \\mapsto x(t)$ et $t \\mapsto y(t)$ ;\n", + "- Tracer dans $\\RR^2$ la courbe paramétrée $\\{(x(t), y(t)) | t ∈ J\\}$ ; c’est la projection du graphe de $t\\mapsto(x(t),y(t))$ dans le plan $(x, y)$, appelé *plan de phase*.\n", + "\n", + "Pour un *système autonome*, c'est-à-dire tel que $F_1$ et $F_2$ ne dépendent pas de $t$, il est utile de représenter également dans le plan $(x,y)$ le champ de vecteurs associé au système\n", + "$(S)$, qui est l'application \n", + "$$\n", + "V:(x,y)\\mapsto\\big(F_1(x,y),F_2(x,y)\\big).\n", + "$$\n", + "Pour tout $t$, le vecteur $\\big(F_1\\big(x(t),y(t)\\big),F_2\\big(x(t),y(t)\\big)\\big)$ est tangent à la courbe représentant une solution de $(S)$ au point $(x(t),y(t))$. Représenter le champ de vecteurs aide à comprendre la direction des trajectoires dans le plan de phase, car avec cette représentation on perd l'information précise sur l'évolution en temps de la solution.\n", + "\n", + "### Exercice 1. Représentation des solutions d'une EDO et des champs de vecteurs.\n", + "\n", + "On s'intérèsse au système différentiel linéaire $X' = AX$, avec\n", + "$$\n", + "A=\\begin{bmatrix}\n", + "0 & 1\\\\\n", + "−2 &−3\n", + "\\end{bmatrix}.\n", + "$$\n", + "\n", + "**Question 1).** Tracer dans le plan $(x,y)$ le champ de vecteurs associé dans le carré $[−5, 5]\\times[−5; 5]$.\n", + "Tracer sur la même figure, les trajectoires des solutions $(x(t),y(t))$ de ce système, avec $t$ variant de −$10$ à $10$, pour chacune des conditions initiales suivantes :\n", + "$(x(−10), y(−10)) = (1, 2),\\ (−2, −2),\\ (0, −4),\\ (1, -2)$ et $(3, 4)$. Déterminer également les sous-espaces propres de A et les représenter sur la même figure.\n", + "\n", + "*Les vecteurs propres de $A$ sont $-1$ et $-2$ et les vecteurs propres associés sont respectivement $(1,-1)$ et $(1,-2)$. La solution du problème de Cauchy $X'=AX,\\ X(t_0)=X_0$ est déjà programmée.*\n", + "\n", + "*Pour tracer le champ de vecteurs vous pouvez utiliser les commandes programmées*.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 1.0, 'Représentation des solutions et champs de vecteurs pour le système (S)')" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "%matplotlib inline\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "\n", + "# Fonction F définissant l'EDO\n", + "def F(Y):\n", + " x=Y[0]\n", + " y=Y[1]\n", + " A=np.array([[0,1],[-2,-3]])\n", + " return np.dot(A,Y)\n", + "\n", + "# ou \n", + "def F1(x,y):\n", + " return y\n", + "\n", + "def F2(x,y):\n", + " return -2*x-3*y\n", + "\n", + "# Solution exacte de Y'=AY, Y(t_0)=Y_0\n", + "def uex(t,t0,Y0):\n", + " U1=np.array([1,-1])\n", + " U2=np.array([1,-2])\n", + " P=np.ones((2,2))\n", + " P[:,0]=U1\n", + " P[:,1]=U2\n", + " C=np.linalg.solve(P,Y0)\n", + " return np.array([(C[0]*np.exp(-(t-t0))*U1[0]+C[1]*np.exp(-2*(t-t0))*U2[0]),(C[0]*np.exp(-(t-t0))*U1[1]+C[1]*np.exp(-2*(t-t0))*U2[1])])\n", + "\n", + "## Représentation des solutions pour chaque valeur de la donnée initiale \n", + "tt = np.linspace(-10, 10, 100)\n", + "t0 = tt[0]\n", + "for x, y in zip([1, -2, 0, 1, 3], [2, -2, -4, -2, 4]):\n", + " sol = uex(tt, t0, [x, y])\n", + " plt.plot(sol[0], sol[1], label=f'$((x0, y0) = ({x}, {y})$')\n", + " plt.scatter(x, y)\n", + "\n", + "#Tracé du champ de vecteurs\n", + "x=np.linspace(-5,5,26)\n", + "y=x\n", + "xx,yy=np.meshgrid(x,y)\n", + "U=F1(xx,yy)/np.sqrt(F1(xx,yy)**2+F2(xx,yy)**2)\n", + "V=F2(xx,yy)/np.sqrt(F1(xx,yy)**2+F2(xx,yy)**2)\n", + "plt.quiver(xx,yy,U,V,angles='xy', scale=20, color='gray')\n", + "plt.axis([-5.,5,-5,5])\n", + "\n", + "## Représentation des espaces propres \n", + "plt.plot(tt, -tt, label=f'SEP associé à -1', linewidth=3)\n", + "plt.plot(tt, -2*tt, label=f'SEP associé à -2', linewidth=3)\n", + "\n", + "plt.legend(fontsize=7)\n", + "plt.title('Représentation des solutions et champs de vecteurs pour le système (S)')" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "tags": [] + }, + "source": [ + "## Partie 2. Le modèle de Lotka-Volterra\n", + "\n", + "On se donne deux populations $H(t)$ de sardines (les proies) et $P(t)$ de requins (les prédateurs) au temps $t,$ dont l'évolution au cours du temps suit la loi\n", + "\n", + "\\begin{equation}\n", + "(LV)\\ \\ \\  \n", + "\\begin{cases}\n", + " H'(t) = H(t)(a - b P(t)) \\\\\n", + " P'(t) = P(t)(-c + d H(t)),\n", + " \\end{cases}\n", + "\\end{equation}\n", + "\n", + "où $a,b,c,d >0$. On suppose connues les populations de sardines et de requins à l'instant initial $t_0=0$ :\n", + "\n", + "\\begin{equation}\n", + " \\begin{cases}\n", + " H(0) = H_0, \\\\\n", + " P(0) = P_0,\n", + " \\end{cases}\n", + "\\end{equation}\n", + "où $H_0\\ge 0$ et $P_0\\ge 0$ sont donnés.\n", + "\n", + "\n", + "**Pour les applications numériques, on choisira \n", + "$a=0,1$, $b=d=5\\cdot 10^{-5},$ $c=0,04$, $T=200$ ans et une population initiale de $H_0=2000$ sardines et $P_0=1000$ requins.**\n", + "\n", + "### Exercice 1.\n", + "**Question 1).** En posant $X = (H,P)$, réécrire le système $(LV)$\n", + "sous la forme $X' = F(X)$, où $F=(F_1,F_2)$ avec $F_1,F_2$ deux fonctions définies sur $\\R^2$ à valeurs dans $\\R$. Justifier que le problème de Cauchy pour $(LV)$ admet une unique solution maximale.\n", + "\n", + "\n", + "**Question 2).** Donner la solution (maximale) du problème de Cauchy dans chacun des quatre cas suivants :\n", + "- $(H_0,P_0)=(0,0)$ ;\n", + "- $(H_0,P_0)=(\\frac cd,\\frac ab)$ ; \n", + "- $H_0=0$ et $P_0>0$ ;\n", + "- $H_0>0$ et $P_0=0$.\n", + "\n", + "**A faire en python.** Dans le plan $(H,P)$, représentez les points d'équilibre du système (les points $(H^*,P^*)$ tels que $F(H^*,P^*)=(0,0)$. Étudier le signe des dérivées $H'$ et $P'$ selon la position de $H,P$ par rapport aux points d'équilibre, en représentant le champs de vecteurs dans le plan $(H,P)$ (représentez également les droites $H=H^*,\\ P=P^*$). Intuitez quel sera le comportement des solutions $(H,P)$ suivant la condition initiale. \n", + "\n", + "*Pour représenter le champs de vecteurs, vous pourrez utiliser les commandes suivantes :*\n", + "\n", + "`h,p = np.meshgrid(np.linspace(0 , 3000, 20),np.linspace (0 , 4500, 30))`\n", + "\n", + "`n=np.sqrt(F1(h,p)**2+F2(h,p)**2)` \n", + "\n", + "`n=np.sqrt(F1(h,p)**2+F2(h,p)**2))` \n", + "\n", + "`plt.quiver (h , p, F1(h , p)/n, F2 (h , p)/n,angles='xy',scale=20,color='blue')`\n" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "a, b, c, d = 0.1, 5e-5, 0.04, 5e-5\n", + "H0, P0 = 2000, 1000\n", + "He, Pe = c/d, a/b\n", + "\n", + "def F1(H, P):\n", + " return H * (a - b*P)\n", + "\n", + "def F2(H, P):\n", + " return P * (-c + d*H)" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_342/685358994.py:4: RuntimeWarning: invalid value encountered in divide\n", + " plt.quiver(h, p, F1(h,p)/n, F2(h,p)/n, angles='xy', scale=20, color='gray')\n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "xx, yy = np.linspace(0, 3000, 20), np.linspace (0, 4500, 30)\n", + "h,p = np.meshgrid(xx, yy)\n", + "n=np.sqrt(F1(h,p)**2+F2(h,p)**2)\n", + "plt.quiver(h, p, F1(h,p)/n, F2(h,p)/n, angles='xy', scale=20, color='gray')\n", + "\n", + "plt.vlines(He, 0, 4500, label=f'H=He={He}')\n", + "plt.hlines(Pe, 0, 3000, label=f'P=Pe={Pe}')\n", + "plt.scatter(He, Pe, label=f'(H0, P0) = (He, Pe)')\n", + "plt.scatter(H0, P0, label=f'(H, P)=(H0, P0)=({H0},{P0})', color='red')\n", + "\n", + "plt.title('Le modèle de Lotka-Volterra')\n", + "plt.legend(fontsize=7)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Exercice 2. Analyse théorique du modèle (voir TD3).\n", + "\n", + "**Question 1).**\n", + "Soit $Q = \\{ (x,y)\\in \\R^2\\mid x,y >0\\}$. Démontrer que si la\n", + "condition initiale $(H_0,P_0)\\in Q$, alors $(H(t),P(t)) \\in Q$ pour\n", + "tout temps $t>0$ où la solution est définie.\n", + "\n", + "*Indication : Utiliser l'unicité dans le théorème de Cauchy-Lipschitz pour montrer que le graphe de $(H,P)$ ne peut pas croiser le graphe d'une solution bien choisie qui passe par la droite $x=0$ ou $y=0.$*\n", + "\n", + "**Question 2).**\n", + "On suppose que $(H_0,P_0) \\in Q$ et soit \n", + " $(H,P)$ la solution maximale du problème de Cauchy pour $(LV)$, de donnée initiale $(H_0,P_0)$.\n", + "\n", + "- Montrer une inégalité différentielle faisant apparaître la quantité $\\phi(t) := dH(t) + bP(t)$ au cours du temps. En déduire que la solution $(H,P)$ est définie sur $\\R^+$.\n", + "\n", + "*Indication : Dériver $\\phi,$ obtenir ensuite une majoration pour $\\phi$ et appliquer le théorème des bouts.*\n", + "\n", + "- ($*$) En étudiant la relation entre $(-c+dH)H'/H$ et $(a-bP)P'/P$, construire une fonction $E(x,y) = k(x) + \\ell(y)$ vérifiant $E(H(t),P(t)) = \\mathrm{cst}$ et telle que $\\lim_{X\\in Q,\\|X\\|\\to +\\infty} E(X) = +\\infty$. En déduire que les trajectoires de la solution maximale restent bornées.\n", + "\n", + "*Indication : Étudier la relation entre $(-c+dH)H'/H$ et $(a-bP)P'/P$. Déduire de la relation $E(H,P)=cst$ que l'on ne peut pas avoir $\\|(H,P)\\|\\to\\infty$ en un instant $t$ fini et utiliser le théorème des bouts.*\n", + "\n", + "- Démontrez que si $(H,P)$ converge quand $t\\rightarrow+\\infty$, c'est nécessairement vers un point d'équilibre.\n", + "\n", + "*Indication : Si $(H,P)$ converge, vers quoi converge $(H',P')$ ?*\n", + "\n", + "- ($**$) Tracer sur un schéma les *nullclines* $\\{ (x,y)\\in Q\\mid F_i(x,y) = 0 \\}$ et les points d'équilibre. Les nullclines divisent le quart de plan $Q$ en quatre ouverts\n", + "\\begin{align*}\n", + " &A = \\{ (x,y) \\in Q \\mid F_1(x,y) > 0 \\hbox{ et } F_2(x,y) < 0 \\},\\\\\n", + " &B = \\{ (x,y) \\in Q \\mid F_1(x,y) > 0 \\hbox{ et } F_2(x,y) > 0 \\},\\\\\n", + " &C = \\{ (x,y) \\in Q \\mid F_1(x,y) < 0 \\hbox{ et } F_2(x,y) > 0 \\},\\\\\n", + " &D = \\{ (x,y) \\in Q \\mid F_1(x,y) < 0 \\hbox{ et } F_2(x,y) < 0 \\}.\n", + "\\end{align*}\n", + "Démontrer que si $(H_0,P_0)\\in A$, alors la trajectoire de la solution maximale $(H(t),P(t))$\n", + "va parcourir successivement les ensembles $A,B,C,D,A,B,$ etc. Montrer\n", + "que les deux points de passage successifs de la solution à l'interface\n", + "$AB$ sont égaux, et en déduire que la solution $(H,P)$ est périodique.\n", + "\n", + "*Indication: Utiliser la monotonie de $H'$ et $P'$ dans chacune\n", + " des zones $A,B,C,D$ et le fait que la solution est bornée pour\n", + " déduire que si la trajectoire ne quitte pas une zone en temps fini,\n", + " alors elle doit converger vers un des points d'équilibre. Conclure\n", + " par l'absurde.*" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Exercice 3. Approximation numérique (à faire en python).\n", + "\n", + "On s'intéresse dans cette partie, à faire sur python, à l'approximation numérique de la solution du problème de Cauchy pour le système $(LV)$, dans un intervalle de temps de la forme $[0,T].$ \n", + "\n", + "On choisira de nouveau\n", + "$a=0,1$, $b=d=5\\cdot 10^{-5},$ $c=0,04$, $T=200$ ans, $H_0=2000$ sardines et $P_0=1000$ requins.\n", + "\n", + "On s'intéresse à calculer une solution approchée du problème de Cauchy par la méthode d'Euler explicite, vue au TP1. On reprend les mêmes notations que dans le TP1 : on se donne un pas $h=\\frac{T}{N}>0,$ où $N\\in\\N,$ on considère une subdivision uniforme de pas $h$ de l'intervalle $[0, T],$ définie par les $(N+1)$ points $t_n=nh,\\ n=0,\\dots,N$, \n", + "$$\n", + "t_0=0,\\ t_1:=h,\\ \\cdots,\\ t_N:=Nh=T, \n", + "$$\n", + "et on note note $H^n$ (resp. $P^n$) la valeur approchée de $H(t_n)$ (resp. $P(t_n)$) à l'instant $t_n$ pour $n=0,\\cdots,N$. \n", + "\n", + "**Question 1).**\n", + "Ecrire le schéma d'Euler explicite associé au modèle de Lotka Volterra.\n", + "\n", + "Ecrire une fonction python `voltEE(T,X0,h)` prenant en argument le temps final $T$, la donnée initiale $X_0=[H_0,P_0]$ correspondant aux valeurs des populations initiales en $t=0$ et le pas de temps $h$ (on pourra prendre en argument $N$ le nombre de points de la discrétisation, au lieu de $h$), et qui calcule une solution approchée de $(LV)$ de donnée initiale $X_0$ par le schéma d'Euler explicite.\n", + "\n", + "Cette fonction retournera trois tableaux:\n", + "- `[$t_0,...,t_N$]` tableau numpy de taille $(N+1)$ contenant les instants de la subdivision en temps ;\n", + "- `[$H_0,...,H_N$]` tableau numpy de taille $(N+1)$ contenant les valeurs approchées aux instantes $t_n$ de la population de sardines ;\n", + "- `[$P_0,...,P_N$]` tableau numpy de taille $(N+1)$ contenant les valeurs approchées aux instantes $t_n$ de la population de requins.\n", + "\n", + "\n", + "**Question 2).**\n", + " Tracer dans la même figure les solutions approchées $[H_0,H_1,\\ldots,H_N]$ et $[P_0,P_1,\\ldots,P_N]$ en fonction du temps\n", + " avec $h=0.01$. Rajouter des légendes et des titres à votre figure.\n", + "\n", + "Créer une seconde figure et tracer sur cette figure $P$ en fonction de $H$ dans l'espace des phases $(H,P)$. Refaire cette représentation dans la même figure de l'exercice 1, avec les champs de vecteurs.\n", + "\n", + "**Question 3).** Calculer la solution approchée de $(LV)$, en prenant comme condition initiale un des points d'équilibre du système. Ceci confirme-t-il la solution théorique?\n", + "\n", + "**Question 4) (Modélisation de l'impact de la pêche).**\n", + "Nous pêchons maintenant une même proportion $p$ de requins et de sardines ce qui se traduit par les deux termes négatifs $-pH(t)$ et $-pP(t)$ dans les équations. Le modèle devient\n", + "\\begin{equation*}\n", + " \\begin{cases}\n", + " H'(t)&=(a-p)H(t)-bH(t)P(t),\\\\\n", + " P'(t)&=(-c-p)P(t)+dH(t)P(t).\n", + " \\end{cases}\n", + "\\end{equation*}\n", + "On choisit $p=0.02$. Reprendre les questions précédentes et observer l'impact de la pêche sur l'évolution des populations. Quelle espèce est favorisée par la pêche? " + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "a, b, c, d = 0.1, 5e-5, 0.04, 5e-5\n", + "T=200\n", + "H0, P0 = 2000, 1000\n", + "He, Pe = c/d, a/b\n", + "p=0.02\n", + "\n", + "def voltEE(T, X0, h):\n", + " t = np.arange(0, T+h, h)\n", + " H = 0 * t\n", + " P = 0 * t\n", + " H[0], P[0] = X0\n", + " for n in range(len(t)-1):\n", + " H[n+1] = H[n] + h * F1(H[n], P[n])\n", + " P[n+1] = P[n] + h * F2(H[n], P[n])\n", + " return np.array([t, H, P])" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_342/4001628450.py:10: RuntimeWarning: invalid value encountered in divide\n", + " plt.quiver (h, p, F1(h,p)/n, F2(h,p)/n, angles='xy', scale=20, color='gray')\n" + ] + }, + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "t, H, P = voltEE(T, [H0, P0], 0.001)\n", + "plt.plot(t, H, label='Population de sardines')\n", + "plt.plot(t, P, label='Population de requins')\n", + "plt.legend(fontsize=7)\n", + "\n", + "plt.figure()\n", + "xx, yy = np.linspace(0, 3000, 20), np.linspace (0, 4500, 30)\n", + "h,p = np.meshgrid(xx, yy)\n", + "n=np.sqrt(F1(h,p)**2 + F2(h,p)**2)\n", + "plt.quiver (h, p, F1(h,p)/n, F2(h,p)/n, angles='xy', scale=20, color='gray')\n", + "\n", + "plt.vlines(He, 0, 4500, label=f'H=He={He}')\n", + "plt.hlines(Pe, 0, 3000, label=f'P=Pe={Pe}')\n", + "plt.scatter(He, Pe, label=f'(H0, P0) = (He, Pe)')\n", + "plt.scatter(H0, P0, label=f'(H, P)=(H0, P0)=({H0},{P0})', color='red')\n", + "\n", + "plt.title('Le modèle de Lotka-Volterra')\n", + "plt.legend(fontsize=7)\n", + "plt.plot(H, P)" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "a, b, c, d = 0.1, 5e-5, 0.04, 5e-5\n", + "T=200\n", + "H0, P0 = 2000, 1000\n", + "He, Pe = c/d, a/b\n", + "p=0.02\n", + "\n", + "def F1_p(H, P):\n", + " return (a - p) * H - b * H * P\n", + "\n", + "def F2_p(H, P):\n", + " return (-c-p) * P + d * H * P\n", + "\n", + "def voltEE_p(T, X0, h):\n", + " t = np.arange(0, T+h, h)\n", + " H = 0 * t\n", + " P = 0 * t\n", + " H[0], P[0] = X0\n", + " for n in range(len(t)-1):\n", + " H[n+1] = H[n] + h * F1_p(H[n], P[n])\n", + " P[n+1] = P[n] + h * F2_p(H[n], P[n])\n", + " return np.array([t, H, P])" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_342/3981288686.py:10: RuntimeWarning: invalid value encountered in divide\n", + " plt.quiver (h, p, F1(h,p)/n, F2(h,p)/n, angles='xy', scale=20, color='gray')\n" + ] + }, + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "t, H, P = voltEE_p(T, [H0, P0], 0.001)\n", + "plt.plot(t, H, label='Population de sardines')\n", + "plt.plot(t, P, label='Population de requins')\n", + "plt.legend(fontsize=7)\n", + "\n", + "plt.figure()\n", + "xx, yy = np.linspace(0, 3000, 20), np.linspace (0, 4500, 30)\n", + "h,p = np.meshgrid(xx, yy)\n", + "n=np.sqrt(F1(h,p)**2 + F2(h,p)**2)\n", + "plt.quiver (h, p, F1(h,p)/n, F2(h,p)/n, angles='xy', scale=20, color='gray')\n", + "\n", + "plt.vlines(He, 0, 4500, label=f'H=He={He}')\n", + "plt.hlines(Pe, 0, 3000, label=f'P=Pe={Pe}')\n", + "plt.scatter(He, Pe, label=f'(H0, P0) = (He, Pe)')\n", + "plt.scatter(H0, P0, label=f'(H, P)=(H0, P0)=({H0},{P0})', color='red')\n", + "\n", + "plt.title('Le modèle de Lotka-Volterra')\n", + "plt.legend(fontsize=7)\n", + "plt.plot(H, P)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Partie 3 . La méthode du point milieu et étude de l'erreur.\n", + "\n", + "A l'image de la partie 2 du TP1, programmer le **schéma du point milieu** pour discrétiser le problème de Cauchy\n", + "\n", + "$$\n", + "(P)\\ \\ \\ \\\n", + "\\begin{cases}\n", + "y'(t)=\\frac{\\cos(t)-y(t)}{1+t},\\\\\n", + "y(0)=-\\frac14, \n", + "\\end{cases}\n", + "$$\n", + "dont la solution exacte est \n", + "$$\n", + "y(t) = \\frac{\\sin(t)-1/4}{1 + t}.\n", + "$$\n", + "\n", + "La méthode du point milieu est donnée par la suite :\n", + "\n", + "$$\n", + "\\begin{cases}\n", + "y^0=y_0,\\\\\n", + "y^{n+1}=y^{n}+h f\\big(t_n+\\frac h2,y^{n}+\\frac h2f(t_n,y^n)\\big),\\ \\ \\ \\textrm{pour }\\ n\\in\\{0,\\dots,N-1\\}.\n", + "\\end{cases}.\n", + "$$ \n", + "\n", + "**Question 1).** Tracer sur une même fenêtre graphique :\n", + "\n", + "- La solution exacte sur l'intervalle $[0,20]$ discrétisée avec un pas de temps de $10^{-4}$ ;\n", + "\n", + "- Les 3 solutions approchées sur le même intervalle obtenues avec la méthode du point milieu pour les trois pas de temps $h=1/5,\\ h=1/10,\\ h=1/50$.\n", + "\n", + "**Question 2).** Pour chaque valeur du pas de temps $h=1/5,\\ h=1/10,\\ h=1/50$, tracer sur une fenêtre graphique les 3 courbes suivantes : la solution exacte sur l'intervalle $[0,20]$ discrétisée avec un pas de temps de $10^{-4}$, la solution approchée sur le même intervalle obtenue avec la méthode du point milieu pour la valeur du pas égale à $h$ et la solution approchée obtenue avec la méthode d'Euler explicite avec la valeur de pas $h$ (il faut faire trois figures, une pour chaque valeur du pas $h$). Quelle méthode semble approcher le mieux la solution exacte ?\n", + "\n", + "---------------------------------------------------------------------------------------------------------------\n", + "\n", + "On essaie de comprendre ce que c'est l'erreur associé à un schéma numérique et ce que c'est un schéma numérique convergent.\n", + " \n", + "Soit $t\\mapsto y(t)$ la solution exacte d'un problème de Cauchy, de donnée initiale $y(t_0)=y_0$, et $(y^0,\\dots,y^N)_{N\\in\\N}$ la solution approchée de ce problème dans l'intervalle $[t_0,t_0+T]$, obtenue par une méthode numérique, associée, pour chaque $N$, à une discrétisation de pas $h=T/N$ de l'intervalle $[t_0,t_0+T]$.\n", + "\n", + "Pour un certain pas de temps $h$ fixé (ou pour un certain nombre de points de la discrétisation $N$ fixé), l'erreur globale entre la solution approchée associée à une discrétisation de pas $h$ de l'intervalle $[t_0,t_0+T]$ et la solution exacte est donnée par :\n", + "\n", + "\\begin{equation*}\n", + "E_h = \\max_{n=0,\\cdots,N}( |y(t_n)-y^{n}|). \n", + "\\end{equation*}\n", + "\n", + "Ci dessus, $y(t_n)$ est la solution exacte à l'instant $t_n$ et $y^{n}$ la valeur approchée de $y(t_n),$ donnée par le schéma numérique.\n", + "\n", + "**Remarque:** l'erreur globale $E$ dépend du pas $h$, ou, de manière équivalente, du nombre de points $N$ de la discrétisation. Pour des valeurs de $N$ différentes, ou de manière équivalente pour des valeurs de $h$ différentes, les discrétisations de l'intervalle $[t_0,t_0+T]$ sont différentes (elles ont un nombre de points différent), et les solutions approchées sont différentes. On s'attend à que, lorsque $N$ augmente, ou de manière équivalente lorsque $h$ diminue, l'erreur $E_h$ diminue, puisque l'on considère dans ce cas de plus en plus de points dans la discrétisation de l'intervalle $[t_0,t_0+T]$ et les approximations que l'on a faites pour construire le schéma numérique deviennent alors de plus en plus précises.\n", + "\n", + "On dira qu'une méthode numérique converge si $\\displaystyle{\\lim_{h\\to0}E_h}=0$.\n", + "\n", + "**Question 3).** Calculez les solutions approchées de $(P)$ obtenues avec le schéma d'Euler explicite, avec $h=1/2^s$ pour $s = 1,2,...,8$ ; représentez dans la même figure la différence en valeur absolue entre la solution exacte et la solution approchée, en fonction du temps, pour chaque valeur de $h$. Faites de même pour la méthode du point milieu, dans une autre figure.\n", + "\n", + "**Question 4).** Représentez ensuite, en échelle logarithmique, l'erreur en fonction du pas de temps $h$, autrement dit, représentez $\\log(E_h)$ en fonction de $\\log(h)$, pour les deux méthodes. Vous devez obtenir dans chaque cas, des points qui sont à peu près alignés sur des droites. Vérifiez graphiquement que c'est le cas, en estimant la pente de la droite passant au plus prêt des points (ou en représentant une droite de pente $1$ ou $2$ qui passe par un des points et en vérifiant que tous les points sont à peu près sur cette droite).\n", + "\n", + "*Pour la méthode d'Euler explicite, on a $\\log(E_h) \\sim C+\\log(h)$ et donc $E_h\\sim \\widetilde{C}h$, pour certaines constantes $C$ et $\\widetilde{C}$. On dit que la méthode d'Euler explicite est d' ordre 1 : c'est l'ordre de la puissance de $h$ dans cette relation. On a donc que l'erreur globale $E_h$ tend vers 0 comme $h$. L'ordre d'une méthode donne une indication sur sa vitesse de convergence. Une méthode d'ordre $p$ est une méthode dont l'erreur globale tend vers $0$ comme $h^p$. Donc plus l'ordre est élevé, plus la méthode converge plus vite*\n", + "\n", + "**Remarque :** pour étudier numériquement l'ordre d'une méthode, on utilise souvent l'échelle logarithmique pour tracer l'erreur en fonction du pas de discrétisation $h$. La pente de la droite obtenue donne l'ordre $p$ de la méthode : si $E_h \\sim Ch^p$ alors $\\log(E_h)\\sim \\log(C) + p\\log(h)$, autrement dit la courbe de $\\log(E_h)$ en fonction de $\\log(h)$ correspond à peu près à une droite de pente $p$.\n", + "\n", + "\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Partie 4 (pour ceux qui vont plus vite). Un exemple de problème modélisé par des EDO et sa simulation numérique.\n", + "\n", + "On donne ici un exemple où les équations différentielles ordinaires sont utilisées pour construire des modèles mathématiques décrivant des phénomènes issus d'autres disciplines, et de montrer comment on peut utiliser l'analyse numérique pour simuler ces modèles dont les solutions exactes sont inconnues. Cela est une partie du travail de modélisation mathématique, qui consiste en : proposer des modèles décrivant certains phénomènes physiques, biologiques, économiques,..., simuler ces modèles, confronter les résultats des simulations aux résultats prédits par la théorie ou par l'expérience, prédire de nouveaux phénomènes, éventuellement chercher à améliorer ces modèles, et recommencer...\n", + "\n", + "### Aglomération des globules rouges\n", + "\n", + "**(Extrait d'un problème de l'agrégation de mathématiques).**\n", + "\n", + "On considère un système d'équations différentielles décrivant l'évolution d'une famille de globules rouges.\n", + "\n", + "Il est vérifié expérimentalement que les globules rouges dans le sang ont tendance à s'agglomérer, ce qui suggère l'existence de forces d'interaction entre eux. Le modèle que l'on présente ici décrit ce phénomène d'agglomération dans une situation très simplifiée, mono-dimensionnelle.\n", + "\n", + "On considère une famille de $N+2$ globules rouges que l'on assimile à des particules ponctuelles, évoluant dans l'intervalle $[0,1]$. Les globules rouges interagissent entre eux par une force d’interaction liée à la distance entre deux globules.\n", + "Chaque globule rouge interagit avec ses deux voisins, à l'exception du premier et du dernier, fixés respectivement aux points $0$ et $1$. On note $x_i(t)$ la position du globule rouge $i$ à l'instant $t$. Les globules rouges sont sujets à une force d'interaction donnée par une fonction $\\varphi$, qui est attractive quand la distance entre deux globules est assez grande, qui décroît vers 0 lorsque cette distance tend vers l’infini. Pour prendre en compte la taille des globules, la force d’interaction devient répulsive lorsque la distance entre les globules devient plus petite qu'une longueur $r$ représentant la taille caractéristique du globule rouge. On considère ici la fonction $\\varphi$ définie par\n", + "$$\n", + "\\varphi(d)=\\frac{\\gamma}{d}\\ln\\Big(\\frac{d}{r}\\Big),\n", + "$$\n", + "pour $d>0$, avec $\\gamma$ un paramètre d'intensité de la force. \n", + "\n", + "Pour deux globules voisins $x_i$ et $x_{i+1}$, $\\varphi(x_{i+1} − x_i)$ représente la force exercée par le globule $i + 1$ sur le globule $i$, qui est l’opposée de la force exercée par $i$ sur $ i + 1$.\n", + "On suppose aussi que chaque particule subit du fluide environnant une force de frottement\n", + "proportionnelle à sa vitesse, et qui s’oppose au mouvement.\n", + "\n", + "Le système d'équations différentielles résultant de\n", + "ce modèle est le système\n", + "$$\n", + "m\\,x_i''=\\varphi(x_{i+1}-x_i)-\\varphi(x_{i}-x_{i-1})-\\lambda x_i',\\ \\ i=1,\\dots,N,\n", + "$$\n", + "avec $x_0=0$ et $x_{N+1}=1$, $\\lambda$ le coefficient de frottement et $m$ la masse d'un globule rouge, supposée égale à 1.\n", + "\n", + "Nous simulons ce système ci-dessous pour $N=50$, en prenant une configuration initiale de 50 points pris aléatoirement dans l'intervalle $[0,1]$.\n", + "\n", + "Nous avons utilisé le schéma d'Euler explicite pour le système d'EDO associé au système d'EDO d'ordre 2 précédent." + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 1.0, 'position x_i des globules rouges au cours du temps')" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "gamma=0.5\n", + "a=0.004\n", + "lm=10\n", + "\n", + "def fphi(d):\n", + " return (gamma/d)*np.log(d/a)\n", + "\n", + "def F(X):\n", + " (n,m)=np.shape(X)\n", + " Y=np.zeros((n,m))\n", + " Y[0,:]=X[1,:]\n", + " Xaux=np.zeros(m+2)\n", + " Xaux[-1]=1\n", + " Xaux[1:-1]=X[0,:]\n", + " Y[1,:]=fphi(Xaux[2:]-Xaux[1:-1])-fphi(Xaux[1:-1]-Xaux[0:-2])-lm*X[1,:]\n", + " return Y\n", + "\n", + "h=0.0002\n", + "T=15\n", + "N=100\n", + "\n", + "t=np.arange(0,T+h,h)\n", + "Nt=np.size(t)\n", + "X=np.zeros((2,N,Nt))\n", + "R0=-1+2*np.random.rand(N)\n", + "X0=np.arange(1/(N+1),1,1/(N+1))+0.1*R0*(1/(N+1))\n", + "\n", + "X[0,:,0]=X0\n", + "X[1,:,0]=X0\n", + "\n", + "plt.figure(1,figsize=(24,18))\n", + "for n in range(Nt-1):\n", + " Y=F(X[:,:,n])\n", + " X[:,:,n+1]=X[:,:,n]+(h/2)*Y+(h/2)*F(X[:,:,n]+h*Y)\n", + " \n", + "for i in range(N):\n", + " plt.plot(t,X[0,i,:],'k')\n", + "plt.xlabel('t')\n", + "plt.ylabel('$x_i$')\n", + "plt.title('position x_i des globules rouges au cours du temps')\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.8" + }, + "toc": { + "base_numbering": 1, + "nav_menu": {}, + "number_sections": true, + "sideBar": true, + "skip_h1_title": false, + "title_cell": "Table of Contents", + "title_sidebar": "Contents", + "toc_cell": false, + "toc_position": {}, + "toc_section_display": true, + "toc_window_display": false + }, + "varInspector": { + "cols": { + "lenName": 16, + "lenType": 16, + "lenVar": 40 + }, + "kernels_config": { + "python": { + "delete_cmd_postfix": "", + "delete_cmd_prefix": "del ", + "library": "var_list.py", + "varRefreshCmd": "print(var_dic_list())" + }, + "r": { + "delete_cmd_postfix": ") ", + "delete_cmd_prefix": "rm(", + "library": "var_list.r", + "varRefreshCmd": "cat(var_dic_list()) " + } + }, + "types_to_exclude": [ + "module", + "function", + "builtin_function_or_method", + "instance", + "_Feature" + ], + "window_display": false + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/Equations Différentielles/TP3_Convergence.ipynb b/Equations Différentielles/TP3_Convergence.ipynb new file mode 100644 index 0000000..fead81c --- /dev/null +++ b/Equations Différentielles/TP3_Convergence.ipynb @@ -0,0 +1,1041 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "$$\n", + "\\newcommand{\\RR}{\\mathbb{R}}\n", + "\\newcommand{\\R}{\\mathbb{R}}\n", + "\\newcommand{\\N}{\\mathbb{N}}\n", + "$$\n", + "\n", + "\n", + "## L3 Mathématiques - 2023/24 - Univ. Paris-Saclay\n", + "## Analyse théorique et numérique des EDO \n", + "---------------------------------------------------------------------------------------------------------------\n", + "\n", + "## TP 3 : schémas numériques pour les EDO. Convergence et ordre.\n", + "---------------------------------------------------------------------------------------------------------------\n", + "\n", + "## Partie 1 - CC. \n", + "#### A déposer à la fin sur ecampus, dans la page principal de MEU304, dans le dépôt nommé CC2 groupe_mardi_15h45 (ou à envoyer par mail à jean-baptiste.apoung-kamga@universite-paris-saclay.fr ).\n", + "\n", + "\n", + "Soient $t_0,\\ y_0\\in\\R,\\ f:\\R\\times\\R\\longrightarrow\\R$, et considérons le problème de Cauchy \n", + "\\begin{equation*}\n", + "(PC)\\ \\ \\ \\ \\ \\begin{cases}\n", + " y'(t) & = f(t,y(t)), \\\\\n", + " y(t_0) & = y_0.\n", + "\\end{cases} \n", + "\\end{equation*}\n", + "\n", + "On suppose que ce problème a une unique solution $y:J\\longrightarrow\\mathbb{R}$ définie dans un intervalle $J\\subseteq\\mathbb{R}.$ On s'intéresse à approcher $y$ dans un intervalle de la forme $[t_0, t_0+T]\\subseteq J$, avec $T>0$. \n", + "\n", + "Pour ce faire : \n", + "\n", + " - on se donne $N\\in\\mathbb{N}$ ;\n", + " \n", + " - on définit $h=\\frac{T}{N}$ ;\n", + " \n", + " - on définit une sub-division de $[t_0,t_0+T]$ donnée par les **N+1** points $t_n=t_0+n h,\\ n=0,\\dots,N$ ;\n", + "\n", + " - on définit des valeurs approchées $y^0,\\ y^1,\\cdots,\\ y^N$ de la solution exacte $t\\mapsto y(t)$ de $(PC)$ aux points $t_0,\\ t_1,\\cdots,\\ t_N$ par le schéma suivant :\n", + "\n", + "$$\n", + "\\begin{cases}\n", + "y^0&=y_0,\\\\\n", + "y^{n+1}&=y^{n} + \\frac h2 \\big(f(t_n,y^{n})+f(t_{n+1},\\tilde{y}_{n+1})\\big),\\\\\n", + "&\\ \\ \\ \\ \\textrm{où}\\ \\ \\ \\tilde{y}_{n+1}=y^{n} + h f\\big(t_n+\\frac h2,y^{n}+\\frac h2 f(t_{n},y^n)\\big),\\ \\ \\ \\ \\ \\ \\textrm{pour }\\ n\\in\\{0,\\dots,N-1\\}.\n", + "\\end{cases}\n", + "$$ \n", + "\n", + "**Question 1.** Écrire une fonction python de la forme\n", + "\n", + "`mon_schema(t0, T, y0, h, f)`\n", + "\n", + "(ou de la forme `mon_schema(t0,T,y0,N,f)`, si vous préférez que votre fonction prenne en argument $N$ au lieu de $h$),\n", + "prenant en argument l'instant initiale **t0**, la longueur **T** de l'intervalle de temps $[t_0,t_0+T],$ la donnée initiale $y_0$, le pas de temps $h$ (ou le nombre de points $N$) et la fonction $f$ définissant le second membre de l'EDO. Cette fonction devra retourner deux vecteurs : \n", + "\n", + "- $[t_0,\\, t_1,\\, ...,\\, t_N],$ tableau `numpy` unidimensionnel de taille $(N+1)$ représentant la subdivision de l'intervalle $[t_0,t_0+T]$ de pas $h$ considérée, \n", + "\n", + "- $[y_0,\\, y_1,\\, ...,\\, y_N],$ tableau `numpy` de taille $(N+1)$ représentant la solution approchée aux instants $t_n,\\ n=0,\\dots,N.$\n", + "\n", + "(vous pouvez aussi définir ces vecteurs sous forme de listes).\n" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "%matplotlib inline\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "\n", + "## Question 1\n", + "def mon_schema(t0, T, y0, h, f):\n", + " t = np.arange(t0, t0 + T + h, h)\n", + " y = 0 * t\n", + " y[0] = y0\n", + " for n in range(len(t)-1):\n", + " yn1 = y[n] + h * f(t[n] + h / 2, y[n] + h/2 * f(t[n], y[n]))\n", + " y[n+1] = y[n] + h / 2 * (f(t[n], y[n]) + f(t[n+1], yn1))\n", + " return t, y" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Question 2.** On considère le problème de Cauchy \n", + "\n", + "\\begin{equation*}\n", + "(P)\\ \\ \\ \\ \\ \\begin{cases}\n", + " y'(t) & = y+\\sin(t)y^2 \\\\\n", + " y(0) & = 1.\n", + "\\end{cases} \n", + "\\end{equation*}\n", + "\n", + "On souhaite approcher la solution de cette équation **dans l'intervalle $[0,0.5]$**.\n", + "\n", + "*Remarque : la solution exacte de $(P)$ est $y(t)=\\displaystyle{\\frac{1}{\\frac12e^{-t}+\\frac{\\cos(t)-\\sin(t)}{2}}}.$*\n", + "\n", + "\n", + "**Question 2.** Calculer la solution approchée de $(P)$ obtenue par cette méthode numérique dans l'intervalle de temps $[0,0.5]$, pour $N=100$. Tracer sur une même fenêtre graphique la solution exacte et la solution approchée. Rajouter des légendes et un titre à votre graphique." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "## Question 2\n", + "\n", + "# f second membre de l'EDO\n", + "def f(t,y):\n", + " return y + np.sin(t) * np.power(y, 2)\n", + "\n", + "# sol. exacte de (P)\n", + "def yex(t):\n", + " return 1 / (1/2 * np.exp(-t) + (np.cos(t)-np.sin(t)) / 2)\n", + "\n", + "t0, T = 0, 0.5\n", + "N = 100\n", + "y0 = 1\n", + "t, y_app = mon_schema(t0, T, y0, T/N, f)\n", + "y_ex = yex(t)\n", + "\n", + "plt.figure(1)\n", + "plt.plot(t, y_ex, label='Solution exacte', lw=3)\n", + "plt.plot(t, y_app, '+ ', label=f'Solution approchée pour N={N}')\n", + "plt.title('Solutions approchées pour mon_schema')\n", + "plt.xlabel(f'$t$')\n", + "plt.ylabel(f'$y$')\n", + "plt.legend(fontsize=7)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Question 3.** Calculez les solutions approchées de $(P)$ obtenues avec cette méthode numérique, avec $h=0.5/2^s$ (ou $N=2^{s}$) pour $s = 2,3,...,10$. \n", + "\n", + "- **3.1** Représentez dans la même figure la différence en valeur absolue entre la solution exacte et la solution approchée, en fonction du temps, pour chaque valeur de $h$. \n", + "\n", + "- **3.2** Calculez, pour chaque valeur de $h$, l'erreur globale \n", + "\\begin{equation*}\n", + "E_h = \\max_{n=0,\\cdots,N}( |y(t_n)-y^{n}|), \n", + "\\end{equation*} avec $t\\mapsto y(t)$ la solution exacte de $(P)$, et, pour chaque $h=T/N$, $(y^0,\\dots,y^N)$ la solution approchée associée à une discrétisation de pas $h$. \n", + "- **3.2.1** Représentez dans la même figure $E_h/h$ et $E_h/h^2$ en fonction de $N$ (pour ce faire, gardez les valeurs de $E_h$, de $h$ et de $N$, pour $s=2,...,10$, dans des listes ou des tableaux numpy).\n", + "- **3.2.2** Représentez dans une autre figure, en échelle logarithmique, l'erreur $E_h$ en fonction du pas de temps $h$, autrement dit, représentez $\\log(E_h)$ en fonction de $\\log(h)$. Vous devez obtenir des points qui sont à peu près alignés sur une droites. Vérifiez graphiquement que c'est le cas, en représentant des droites de pente $1$ et $2$ (pour ce faire, représentez respectivement $log(h)$ en fonction de $log(h)$ et $2log(h)$ en fonction de $log(h)$). Vérifiez que tous les points semblent être dans une droite paralèlle à une de ces deux droites.\n", + "\n", + "- **3.3** Que semblent montrer les figures des questions 3.2.1 et 3.2.2 sur la convergence du schéma ?\n" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 1.0, 'Solutions approchées de (P) obtenus avec mon_schema pour différentes valeurs du pas h')" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Question 3\n", + "plt.figure(2)\n", + "\n", + "for s in range(2,11):\n", + " h=(1/2)/(2**s)\n", + " t, y_app = mon_schema(t0, T, y0, h, f)\n", + " plt.plot(t, y_app, label=f'h={h}')\n", + "\n", + "plt.legend(fontsize=7)\n", + "plt.xlabel(f'$t$')\n", + "plt.ylabel('$y^n$')\n", + "plt.title('Solutions approchées de (P) obtenus avec mon_schema pour différentes valeurs du pas h')" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 1.0, 'différence en valeur absolue entre sol. exacte et sol. approchée par mon_schema, pour différentes valeurs du pas h')" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "E=[]\n", + "H=[]\n", + "\n", + "plt.figure(3)\n", + "for s in range(2,11):\n", + " h=(1/2)/(2**s)\n", + " t, y_app = mon_schema(t0, T, y0, h, f)\n", + " y_ex = yex(t)\n", + " err = np.max(np.abs(y_app - y_ex))\n", + " plt.plot(t, np.abs(y_app - y_ex), label=f'h={h}')\n", + " E.append(err)\n", + " H.append(h)\n", + " \n", + "plt.legend()\n", + "plt.xlabel(f'$t$')\n", + "plt.ylabel('$|y(t_n) - y^n|$')\n", + "plt.title('différence en valeur absolue entre sol. exacte et sol. approchée par mon_schema, pour différentes valeurs du pas h')" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 1.0, 'Erreur globale en fonction de N')" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(4)\n", + "\n", + "H, E = np.array(H), np.array(E)\n", + "\n", + "plt.plot(T/H, E/H, label=f'$E_h / h$')\n", + "plt.plot(T/H, E/H**2, label=f'$E_h / h^2$')\n", + "\n", + "plt.legend()\n", + "plt.xlabel('N')\n", + "plt.ylabel('Erreur globale')\n", + "plt.title('Erreur globale en fonction de N')" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0, 0.5, '$log(E)$')" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(5)\n", + "\n", + "plt.plot(np.log(H), np.log(E), '+-', label='erreur')\n", + "plt.plot(np.log(H), np.log(H), '-', label='droite pente 1')\n", + "plt.plot(np.log(H), 2*np.log(H), '-', label='droite pente 2')\n", + "\n", + "plt.legend()\n", + "plt.title('Erreur pour la méthode mon_schema en echelle logarithmique : log(E) en fonction de log(h)')\n", + "plt.xlabel(f'$log(h)$')\n", + "plt.ylabel(f'$log(E)$')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Question 3.3\n", + "\n", + "Avec les schemas 3.2.1 et 3.2.2, on remarque que notre schema est d'ordre 2.\n", + "En effet, dans le schema 3.2.1, l'erreur globale d'ordre 1 est nulle quand N augmente alors que l'erreur globale d'ordre 2 est environ égale a 1.5 quand N augmente.\n", + "De plus, dans le schema 3.2.2, la droite d'erreur est parallèle à la droite de pente 2 donc notre schema est convergent d'ordre 2" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Partie 2. Comparaison de différentes méthodes numériques.\n", + "\n", + "L'objectif de cette partie est de mettre en oeuvre différents schémas numériques pour approcher la solution d'une équation différentielle ordinaire, et de comprendre des notions comme l'ordre de précision d'une méthode numérique. \n", + "\n", + "**Quelques conseils pour l'organisation de vos programmes :** *vous allez programmer plusieurs schémas numériques et les tester sur plusieurs exemples d'EDO. Il est souhaitable de bien organiser votre programme pour ne pas se perdre. Par exemple vous pourrez définir au tout début les fonctions second membre des EDO que vous allez tester, en les appelant par exemple $f1,\\ f2,\\dots.$ Vos fonctions doivent avoir toujours deux variables, $t$ et $y$, même si elles ne dépendent pas de $t$ (comme ça les fonctions définissant les schémas seront adaptées à tous les cas).Vous pourrez ensuite définir les solutions exactes de ces équations, si elles sont connues, en les appelant par exemple $yex1,\\ yex2,\\dots$. Également, vous pouvez définir ensuite les fonctions que vous allez construire pour chacun des schémas. Lorsque vous faites appelle à une fonction pour tester un certain schéma dans une situation concrète, il faut définir avant les paramètres du cas que vous allez tester. Par exemple, faire*\n", + "\n", + "`t0=0`\n", + "\n", + "`tf=1`\n", + "\n", + "`y0=2`\n", + "\n", + "`h=0.5`\n", + "\n", + "`euler_exp(f1, t0, tf, y0, h)`\n", + "\n", + "*au lieu de*\n", + "\n", + "`euler_exp(f1,0,1,2,0.5)`.\n", + "\n", + "*Cela vous permet de facilement changer les paramètres s'il le faut, et la visibilité de votre programme sera aussi facilitée.*\n", + "\n", + "On se donne alors le problème de Cauchy \n", + "\\begin{equation*}\n", + "(PC)\\ \\ \\ \\ \\ \\begin{cases}\n", + " y'(t) & = f(t,y(t)), \\\\\n", + " y(t_0) & = y_0\n", + "\\end{cases} \n", + "\\end{equation*}\n", + "\n", + "où $f:\\R\\times\\R^n\\longrightarrow\\R^n$ (si $n>1$, il s'agit d'un système d'équations différentielles).\n", + "\n", + "Avec les mêmes notations de la partie 1, on va considérer les schémas numériques suivants pour approcher la solution exacte de ce problème :\n", + "\n", + "- **Euler explicite** : $y^{n+1}=y^{n}+h f(t_n,y^{n})$ ; \n", + " \n", + "- **Euler implicite** : $y^{n+1}=y^{n}+h f(t_{n+1},y^{n+1})$ ;\n", + "\n", + "- **Heun** : $y^{n+1}=y^{n}+\\frac{h}{2}\\big(p_1+p_2\\big)$, où\n", + " $p_1=f(t_n,y^{n})$, $\\ p_2=f(t_n+h,y^{n}+h p_1)$ ;\n", + "\n", + "- **Crank-Nicolson** : $y^{n+1}=y^{n}+\\frac{h}{2}\\big(f(t_{n},y^{n})+f(t_{n+1},y^{n+1})\\big)$ ;\n", + "- **Runge Kutta 4** : $y^{n+1}=y^{n}+\\frac{h}{6}(p_1+2p_2+2p_3+p_4)$, où $p_1=f(t_n,y^{n})$, $\\ p_2=f(t_n+\\frac{h}{2},y^{n}+\\frac{h}{2} p_1)$, $\\ p_3=f(t_n+\\frac{h}{2},y^{n}+\\frac{h}{2} p_2)$ et \n", + "$\\ p_4=f(t_n+h,y^{n}+h p_3)$. \n", + "- **Adams-Bashforth à deux pas** : $y^{n+1}=y^{n}+\\frac{h}{2}\\big(3f(t_n,y^{n})-f(t_{n-1},y^{n-1})\\big)$.\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Exercice 1.** \n", + "\n", + "Écrire, pour chaque schéma explicite à un pas, une fonction python de la forme\n", + "\n", + "`nom_du_schema(t0, T, y0, h, fct)`\n", + "\n", + "(ou de la forme `mon_schema(t0,T,y0,N,fct)`),\n", + "prenant en argument l'instant initiale **t0**, la longueur **T** de l'intervalle de temps $[t_0,t_0+T],$ la donnée initiale $y_0$, le pas de temps $h$ (ou le nombre de points $N$) et la fonction `fct` définissant le second membre de l'EDO. Cette fonction devra retourner deux tableaux : \n", + "- $[t_0,\\, t_1,\\, ...,\\, t_N],$ tableau `numpy` unidimensionnel de taille $N+1$ représentant la subdivision de l'intervalle $[t_0,t_0+T]$ de pas $h$ considérée, \n", + "- $[y^0,\\, y^1,\\, ...,\\, y^N],$ tableau `numpy` de taille $(N+1)\\times n$ représentant la solution approchée aux instants $t_n,\\ n=0,\\dots,N.$" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "def euler_implicite(t0, T, y0, h, f):\n", + " t = np.arange(t0, t0 + T + h, h)\n", + " y = 0 * t\n", + " y[0] = y0\n", + " for n in range(len(t)-1):\n", + " y[n+1] = y[n] + h * f(t[n+1], y[n+1])\n", + " return t, y\n", + "\n", + "def crank(t0, T, y0, h, f):\n", + " t = np.arange(t0, t0 + T + h, h)\n", + " y = 0 * t\n", + " y[0] = y0\n", + " for n in range(len(t)-1):\n", + " y[n+1] = y[n] + h/2 * (f(t[n], y[n]) + f(t[n+1], y[n+1]))\n", + " return t, y\n", + "\n", + "def adams(t0, T, y0, h, f):\n", + " t = np.arange(t0, t0 + T + h, h)\n", + " y = 0 * t\n", + " y[0] = y0\n", + " for n in range(1, len(t)-1):\n", + " y[n+1] = y[n] + h/2 * (3* f(t[n], y[n]) - f(t[n-1], y[n-1]))\n", + " return t, y" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "def euler_explicite(t0, T, y0, h, f):\n", + " N = int(T/h)\n", + " n = len(y0)\n", + " t = np.linspace(t0, t0 + T, N+1)\n", + " y = np.zeros((N+1, n))\n", + " y[0,] = y0\n", + " for n in range(N):\n", + " y[n+1] = y[n] + h * f(t[n], y[n])\n", + " return t, y\n", + "\n", + "def heun(t0, T, y0, h, f):\n", + " N = int(T/h)\n", + " n = len(y0)\n", + " t = np.linspace(t0, t0 + T, N+1)\n", + " y = np.zeros((N+1, n))\n", + " y[0,] = y0\n", + " for n in range(N):\n", + " p1 = f(t[n], y[n])\n", + " p2 = f(t[n] + h, y[n] + h * p1)\n", + " y[n+1] = y[n] + h/2 * (p1 + p2)\n", + " return t, y\n", + "\n", + "def runge(t0, T, y0, h, f):\n", + " N = int(T/h)\n", + " n = len(y0)\n", + " t = np.linspace(t0, t0 + T, N+1)\n", + " y = np.zeros((N+1, n))\n", + " y[0,] = y0\n", + " for n in range(N):\n", + " p1 = f(t[n], y[n])\n", + " p2 = f(t[n] + h/2, y[n] + h/2 * p1)\n", + " p3 = f(t[n] + h/2, y[n] + h/2 * p2)\n", + " p4 = f(t[n] + h, y[n] + h* p3)\n", + " y[n+1] = y[n] + h/6 * (p1 + 2*p2 + 2*p3 + p4)\n", + " return t, y" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + " **Exercice 2.** \n", + "\n", + "**Question 1.** Testez les schémas d'Euler explicite, d'Heun et RK4 sur le modèle logistique\n", + "$$\n", + "(P_1)\\ \\ \\ \\ \n", + "\\begin{cases}\n", + "y'(t)=c y (1 - \\frac{y}{b}),\\\\\n", + "y(0)=a,\n", + "\\end{cases}\n", + "$$\n", + "dont la solution exacte est\n", + "$$\n", + "y(t) = \\frac{b}{1 + \\frac{b-a}{a} e^{-ct}},\n", + "$$\n", + "avec les données $c=1$, $b=2$, $a=0.1$, dans l'intervalle $[0,15]$, avec un pas $h=0.2$. Tracer sur la même fenêtre la solution exacte et la solution approchée obtenue avec chacun des schémas. Tracer dans une autre figure, pour chacun des schémas, la différence en valeur absolue entre la solution exacte et la solution approchée. Quelle méthode semble être la meilleure ?\n", + "\n", + "\n", + "**Question 2.** Testez ensuite les 3 schémas dans le cas vectoriel $n>1$ ($n=2$) sur le problème\n", + "$$\n", + "(P_2)\\ \\ \\ \\\n", + "\\begin{cases}\n", + "y''(t) = -y(t) + \\cos(t) \\\\\n", + "y(0) = 5,\\ \\ y'(0) = 1, \n", + "\\end{cases}\n", + "$$\n", + "dont la solution exacte est \n", + "$$\n", + "y(t) = \\frac{1}{2} \\sin(t) t + 5 \\cos(t) + \\sin(t),\n", + "$$\n", + "dans l'intervalle $[0,15]$, avec un pas $h=0.2$.\n", + "\n", + "Pour ce faire, il faut écrire l'équation d'ordre 2 de $(P_2)$ sous la forme d'un système de deux équations d'ordre 1 dans les nouvelles variables $u(t)=y(t)$ et $v(t)=y'(t)$. On se ramènera alors à la résolution d'une équation de la forme\n", + "$$\n", + "X'=F(t,X),\\ \\ \\ \\textrm{avec}\\ X=(u,v)=(y,y')^T.\n", + "$$\n", + "Représenter à nouveau la solution exacte et la solution approchée dans une même fenêtre graphique.\n", + "\n", + "*La solution $y$ de $(P_2)$ correspond à la première composante du vecteur $X$ ci-dessus. Votre fonction `schema` retournera dans ce cas, si vous avez respecté la structure conseillée, un tableau de taille $(N+1)\\times2$, $N$ étant le nombre de points de la discrétisation. Ce tableau donne les valeurs approchées de $X$ au points de la discrétisation considérée, la première colonne correspondant à la première composante de $X$, la seconde à la seconde composante de $X$. La solution approchée de $(P_2)$ que l'on cherche correspond alors à la première colonne de ce tableau.*\n", + "\n", + "**Question 3.** Étude de l'erreur et convergence.\n", + "\n", + "Considérons le problème\n", + "$$\n", + "(P_3)\\ \\ \\ \\\n", + "\\begin{cases}\n", + "y'(t)=\\frac{\\cos(t)-y(t)}{1+t},\\\\\n", + "y(0)=-\\frac14, \n", + "\\end{cases}\n", + "$$\n", + "dont la solution exacte est \n", + "$$\n", + "y(t) = \\frac{\\sin(t)-1/4}{1 + t}.\n", + "$$\n", + "\n", + "Pour chacune des 3 méthodes (EE, Heun et RK4) :\n", + "\n", + "**3.1** Calculez les solutions approchées de $(P_3)$ obtenues avec avec $h=1/2^s$ pour $s = 2,...,10$, sur l'intervalle de temps $[0,10]$. \n", + "\n", + "**3.2** Calculer, pour chaque valeur de $h=1/2^s,\\ s = 1,2,...,10,$ l'erreur globale $E_h$. \n", + "Représentez ensuite dans une même figure, l'erreur en fonction du pas de temps $h$ en échelle logarithmique (autrement dit, représentez $\\log(E_h)$ en fonction de $\\log(h)$), pour chaque méthode. Vous devez obtenir des points qui sont à peu près alignés sur des droites. Vérifiez graphiquement que c'est le cas, en estimant la pente de la droite passant au plus prêt des points (ou en représentant des droites de pente $1,\\ 2$ et $4$ qui passent par un des points et en vérifiant que tous les points sont à peu près sur ces droites).\n", + "\n", + "*Si les points $(log(h),log(E_h))$ sont alignés sur une droite de pente $p$, ceci signifie que $\\log(E_h) \\sim C+p\\log(h)=C+\\log(h^p)$ et donc que $E_h\\sim \\widetilde{C}h^p$, pour certaines constantes $C$ et $\\widetilde{C}$. On dit que la méthode est d'ordre p : c'est l'ordre de la puissance de $h^p$ dans cette relation. On a donc que l'erreur globale $E_h$ tend vers 0 comme $h^p$. L'ordre d'une méthode donne une indication sur sa vitesse de convergence. Une méthode d'ordre $p$ est une méthode dont l'erreur globale tend vers $0$ comme $h^p$. Donc plus l'ordre est élevé, plus la méthode converge plus vite*.\n", + "\n", + "\n", + "**Remarque** : *pour étudier numériquement l'ordre d'une méthode, on utilise souvent l'échelle logarithmique pour tracer l'erreur en fonction du pas de discrétisation $h$. La pente de la droite obtenue donne l'ordre $p$ de la méthode : si $E_h \\sim Ch^p$ alors $\\log(E_h)\\sim \\log(C) + p\\log(h)$.*\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 1.0, 'différence en valeur absolue entre sol. exacte et sol. approchée, pour différents schemas')" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Question 1\n", + "a, b, c = 0.1, 2, 1\n", + "\n", + "# f second membre de l'EDO\n", + "def f1(t,y):\n", + " return c * y * (1 - y/b)\n", + "\n", + "# sol. exacte de (P1)\n", + "def yex1(t):\n", + " return b / (1 + (b-a)/a * np.exp(-c*t))\n", + "\n", + "t0, T = 0, 15\n", + "h = 0.2\n", + "y0 = np.array([a])\n", + "\n", + "plt.figure()\n", + "for schema in [euler_explicite, heun, runge]:\n", + " t, y_app = schema(t0, T, y0, h, f1)\n", + " plt.plot(t, y_app.ravel(), '+ ', label=f'Solution approchée par {schema.__name__}')\n", + "\n", + "t = np.arange(t0, t0+T+h, h)\n", + "y_ex = yex1(t)\n", + "plt.plot(t, y_ex, label='Solution exacte', lw=1)\n", + "plt.title(f'Solutions approchées pour le schema {schema.__name__}')\n", + "plt.xlabel(f'$t$')\n", + "plt.ylabel(f'$y$')\n", + "plt.legend(fontsize=7)\n", + "\n", + "plt.figure()\n", + "for schema in [euler_explicite, heun, runge]: \n", + " t, y_app = schema(t0, T, y0, h, f1)\n", + " plt.plot(t, np.abs(y_app.ravel() - yex1(t)), label=f'Schema {schema.__name__}')\n", + " \n", + "plt.legend()\n", + "plt.xlabel(f'$t$')\n", + "plt.ylabel('$|y(t_n) - y^n|$')\n", + "plt.title(f'différence en valeur absolue entre sol. exacte et sol. approchée, pour différents schemas')" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Question 2\n", + "def F(t, Y):\n", + " Z = np.zeros_like(Y)\n", + " Z[0] = Y[1]\n", + " Z[1] = -Y[0] + np.cos(t)\n", + " return Z\n", + "\n", + "def yexF(t):\n", + " return 1/2 * np.sin(t) * t + 5 * np.cos(t) + np.sin(t),\n", + "\n", + "t0, T = 0, 15\n", + "h = 0.2\n", + "Y0 = np.array([5,1])\n", + "\n", + "plt.figure()\n", + "for schema in [euler_explicite, heun, runge]:\n", + " t, y_app = schema(t0, T, Y0, h, F)\n", + " plt.plot(t, y_app[:,0], '+ ', label=f'Solution approchée par {schema.__name__}')\n", + "\n", + "t = np.arange(t0, t0+T+h, h)\n", + "y_ex = yexF(t)\n", + "plt.plot(t, y_ex[0], label='Solution exacte', lw=3)\n", + "plt.title('Solutions approchées par differents schemas')\n", + "plt.xlabel(f'$t$')\n", + "plt.ylabel(f'$y$')\n", + "plt.legend(fontsize=7)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "%matplotlib inline\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "# Question 3\n", + "\n", + "# f second membre de l'EDO\n", + "def f3(t,y):\n", + " return (np.cos(t) - y) / (1+t)\n", + "\n", + "# sol. exacte de (P1)\n", + "def yex3(t):\n", + " return (np.sin(t) - 1/4) / (1 + t)\n", + "\n", + "t0, T = 0, 10\n", + "y0 = np.array([-1/4])" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": 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", 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E3DTbzUydOlXRaDRKXFxckeW9evUq8qFWkcwlKXwflPRPUWGxazKZFJPJpFy4cEF56aWXFEB54IEHirX39/dXhg0bVur9/fLLLwqgvPvuu0WWL1u2TAGUzz//3LIsMDDwpvvAyclJyczMVBRFUXbv3n3T92lISIjSunVrxWQyFVkeFRWl+Pr6KmazWVGU/y86bjxOvPvuuwqgXLx40bKsvAfvsLAwZeDAgTffGeWUl5enmEwmpUePHsqgQYMsyw8ePFhsnymKotx1111K27ZtLb/PnDlT0Wq1yu7du4u0W758uQIoa9asURRFUX7//XcFUF555ZUKZyx8z994TOvXr58SHBxs+X3JkiUKoHz//fdF2hU+h3PmzLEsq2jBWJ7nrrTsZR2vKvLarWj2UaNGlZqxUHmPC4WP68ZC6mb/wAYGBir33XdfkWXlfd0oys2P4+U9Tpb3GK0oinLfffcVe1yKUv7XVmH+G/dhWUwmk+Lt7a2MGDGiyPIXX3xRsba2VhITE0tcz2w2KyaTSVm4cKGi0+mK7KMbn6Pt27crgPL+++8X2ca5c+eKnZSoaLF7zz33FGt7q8eoYcOGKba2tkWK77y8PCUkJKRKil0/Pz8lOzvbsjwtLU1xc3NTevbsedN1b1bL3OpnckVeo2WpUDcGd3d3/vjjD3bv3s3bb7/N/fffz4kTJ4iOjqZly5YkJiYCsGnTJoBip8vvuusuQkNDy/1Vb2XauHEj9vb2DB06tMjywow3ZoqMjMTR0dHyu7e3N15eXkWunL/rrrtYsGABb7zxBjt27CjX1yVQcCHWW2+9RfPmzbG2tsbKygpra2tOnjzJsWPHirUfMWJEka+NAgMD6dixo2U/X+/GfmEjRowAKNa2e/fuuLq6Wn7PzMxk586dDB06tMgV3jqdjpEjR3L+/HnL1wY///wzkZGRhIaGlvlYBwwYUOT38PBwAMt+3LZtG8nJyYwePZq8vDzLLT8/n3vvvZfdu3eTmZmJ0Wjk119/ZdCgQdjZ2RVp269fP4xGIzt27AAKnpcDBw4wYcIE1q5dS1paWpk5C/dRixYtaNWqVYn7sFB5M99M4de8Xl5eJf79yJEj6PV69Ho9fn5+vP/++zz88MPMmzevWFsvL68y+/Vt3LgRKP5+fOCBB7C3ty/22r/ZPkhLS2Pfvn2l3tepU6c4fvy45XV44/N08eLFYl8/lfUaqYi77rqLn3/+mZdeeonNmzeTnZ1d7nXnzp1LmzZtsLGxwcrKCr1ez6+//lrkPdmyZUvatm3Ll19+aVl27Ngxdu3axdixYy3LVq9eTVhYGBEREUX2QZ8+fYp0t/r5558BmDhxYoUfKxR8Xdm/f/8iy8LDw4vsu9WrV+Pi4kL//v2LZImIiMDHx+e2Rhm53eeurONVRV+7FTFkyJBytSvvcaEylPd1U+jG43hFjpOFbuc5LO9rKyIiAmtra5544gm++uqrYt0DbsbKyopHHnmEFStWkJqaChQMx7Zo0SLuv/9+3N3dLW3379/PgAEDcHd3R6fTodfrGTVqFGazmRMnTpT6GDQaDY888kiRx+Dj40OrVq1u6/1R0mvsVo9RmzZtokePHnh7e1uW6XQ6hg0bdsv5SjN48OAiI4A4OjrSv39/fv/9d8xmM1D+WuZWP5MLVcZnxC2Ns9uuXTumTp3Kd999x4ULF5g8eTLx8fGWi9SSkpIAil1dCuDn52f5e3VKSkrCx8en2AUIXl5eWFlZFct0/ZuokMFgKPLCXLZsGaNHj2b+/Pl06NABNzc3Ro0axaVLl0rNMmXKFKZNm8bAgQOJjY1l586d7N69m1atWpX4wvfx8Slx2Y2ZraysiuUuXPfGtjc+N9euXUNRlJs+Z9dv4+rVqwQEBJT6GAvdmMdgMABYHmdhH9+hQ4daCrzC2zvvvIOiKCQnJ5OUlEReXh4ff/xxsXb9+vUDsPyzFR0dzXvvvceOHTvo27cv7u7u9OjRgz179pSatfA1cqMbl5U3880UPvabDSXUtGlTdu/ezZ49ezh8+DApKSksXrwYZ2fnYm1tbGzKPFgmJSVhZWWFp6dnkeUajabE11Fp+6Cs927hvnn++eeL7ZvCETYKn6dCZb1GKuKjjz5i6tSprFy5ksjISNzc3Bg4cCAnT54sdb0PPviAp556ivbt2/P999+zY8cOdu/ezb333lssx9ixY9m+fTvHjx8H4Msvv8RgMDB8+PAi++HgwYPF9oGjoyOKolj2wdWrV9HpdCXu8/Kws7Mr9joyGAxFxmS9fPkyKSkpWFtbF8tz6dKlYs9HRdzOc1ee41VFX7sVUdKxriTlPS5UhvK+bgrd+BgqcpwsdDvPYXlfW02bNmXDhg14eXkxceJEmjZtStOmTcvVZ3Ps2LEYjUaWLl0KFIzDfvHiRR599FFLm7Nnz9KlSxcSEhKYNWuW5aRcYT/l0h7L5cuXURQFb2/vYo9hx44dt/X+KOk1dqvHqOp8Hd5suz4+PuTm5pKRkQGUv5a51c/kQpXxGXHblwXq9XqmT5/Ohx9+yOHDh4sEu3jxYrGi6MKFC3h4eNx0e4UH7hsvFrjdAtnd3Z2dO3eiKEqRgvfKlSvk5eWVmulmPDw8iImJISYmhrNnz7Jq1Speeuklrly5wi+//HLT9RYvXsyoUaN46623iixPTEwsNoQaUGLxfOnSpWIvgLy8PJKSkoosL1z3xrY3Fv2urq5otVouXrxY7L4Kz0QW7iNPT88yLzQsr8Jtfvzxx0VGILiet7c3eXl5lrPMNzsL1rhxY6DgQ3TKlClMmTKFlJQUNmzYwMsvv0yfPn04d+4cdnZ2Ja7v7u5+0319K5lvpnD9mxXEhRcDlEdycnKZY0a6u7uTl5fH1atXixQNiqJw6dIly8VmhUrbByX9E3i9wscWHR3N4MGDS2xTnovybmQwGEq8gOjG44K9vT2vv/46r7/+OpcvX7acQenfv7+lOC3J4sWL6datG59++mmR5SVdhDR8+HCmTJnCggULePPNN1m0aBEDBw4scobNw8MDW1tbvvjiixLv7/r3ktls5tKlS+Uuviqq8OKxmx2Trv8Gq7z7uTKU53hVkdduRbOXd+SF8h4XKkN5XzeFSjqOl/c4WRkq8trq0qULXbp0wWw2s2fPHj7++GOeffZZvL29eeihh256H82bN+euu+7iyy+/5Mknn+TLL7/Ez8+P3r17W9qsXLmSzMxMVqxYUWQox/KMA+7h4YFGo7GMe36j65fZ2NiU+BpLTEwssYYo6TV2q8eoirwOK+N9fLP7sra2tnz7W95a5lY/kytThc7sllQIAZbT1YVnAAuHQlq8eHGRdrt37+bYsWP06NHjpvfh7e2NjY0NBw8eLLL8xx9/LNa2ItV9jx49yMjIKDYr18KFCy1/vx0NGzZk0qRJ9OrVq8yvejUaTbE31U8//XTTr6OXLFmCoiiW38+cOcO2bdtKnDSjcHzWQoVDW5U1wYa9vT3t27dnxYoVRfZnfn4+ixcvJiAggDvuuAMoGApr06ZNFb8asgSdOnXCxcWFo0eP0q5duxJv1tbW2NnZERkZyf79+wkPDy+xXUmFmIuLC0OHDmXixIkkJyeXOvB2ZGQkR44c4cCBA0WW3zg8WHkz30xh94/yjKJQmry8PM6dO1fmMHuFr+0b34/ff/89mZmZxV77N9sHjo6Olqufb/beCw4OplmzZhw4cOCm++b6D8DyatSoUbFjwsaNGy1nGEri7e3NmDFjGD58OH/++WepV32X9J48ePAg27dvL9bW1dWVgQMHsnDhQlavXs2lS5eKdGEAiIqK4q+//sLd3b3EfVD4D0rfvn0BihXZlSkqKoqkpCTMZnOJWa7/5+NW9vPtKOt4VZHXblVlL+9xoTKU93VzM7d6nCzLjd9qXp+3vK+tQjqdjvbt21vOupb1eQkFo77s3LmTLVu2EBsby+jRo9HpdJa/FxaV17+HFUUpsetXSY9BURQSEhJKfAwtW7a0tC3pNXbixIlb/iysyDEqMjKSX3/9tciIR2azmWXLlhVrWxnvhRUrVhT5hig9PZ3Y2Fi6dOli2fcVrWWgYp/JlalCZ3b79OlDQEAA/fv3JyQkhPz8fOLi4nj//fdxcHCwDKYdHBzME088wccff4xWq6Vv377Ex8czbdo0GjRowOTJk296H4V9ZwoH4G7VqhW7du0q8cBS+CKcNWsWo0ePRq/XExwcXOKH6ahRo5g9ezajR48mPj6eli1bsmXLFt566y369etHz549K7IrSE1NJTIykhEjRhASEoKjoyO7d+/ml19+uekZrUJRUVEsWLCAkJAQwsPD2bt3L//9739v2jXgypUrDBo0iHHjxpGamsr06dOxsbEhOjq6SDtra2vef/99MjIyuPPOO9m2bRtvvPEGffv2pXPnzmU+ppkzZ9KrVy8iIyN5/vnnsba2Zs6cORw+fJglS5ZYDigzZszg559/5p577uHll1+mZcuWpKSk8MsvvzBlyhRCQkLKuRfBwcGBjz/+mNGjR5OcnMzQoUPx8vLi6tWrHDhwgKtXr1oKgVmzZtG5c2e6dOnCU089RaNGjUhPT+fUqVPExsZa+vf179+fsLAw2rVrh6enJ2fOnCEmJobAwECaNWt20yzPPvssX3zxBffddx9vvPEG3t7efP3118X+265I5pIEBATQpEkTduzYwTPPPFPufXWjgwcPkpWVRWRkZKntevXqRZ8+fZg6dSppaWl06tSJgwcPMn36dFq3bl1sKC0/Pz8GDBjAa6+9hq+vL4sXL2b9+vW88847lv/AmzZtiq2tLV9//TWhoaE4ODjg5+eHn58fn332GX379qVPnz6MGTMGf39/kpOTOXbsGPv27eO7776r8GMdOXIk06ZN49VXX6Vr164cPXqUTz75pFjXjvbt2xMVFUV4eDiurq4cO3aMRYsW0aFDh1LPHkRFRfGf//yH6dOn07VrV/78809mzJhB48aNycvLK9Z+7NixLFu2jEmTJhEQEFDs+PHss8/y/fffc8899zB58mTCw8PJz8/n7NmzrFu3jueee4727dvTpUsXRo4cyRtvvMHly5eJiorCYDCwf/9+7OzsePrppyu8r2700EMP8fXXX9OvXz/+9a9/cdddd6HX6zl//jybNm3i/vvvZ9CgQRXaz5WhPMerirx2qyp7eY8LlaG8r5vSlPc4WREtW7ZkxYoVfPrpp7Rt2xatVku7du3K/dqaO3cuGzdu5L777qNhw4YYjUbL2evyfPYWfpsyfPhwcnJyivXh7tWrF9bW1gwfPpwXX3wRo9HIp59+yrVr18rcdqdOnXjiiSd49NFH2bNnD/fccw/29vZcvHiRLVu20LJlS5566img4DX2yCOPMGHCBIYMGcKZM2d49913i3WzKc2tHqP+/e9/s2rVKrp3786rr76KnZ0ds2fPLvH6kMp4L+h0Onr16sWUKVPIz8/nnXfeIS0tjddff93Spry1zK1+JleqilwZt2zZMmXEiBFKs2bNFAcHB0Wv1ysNGzZURo4cWezKfLPZrLzzzjvKHXfcoej1esXDw0N55JFHLMMTFSrp6tXU1FTl8ccfV7y9vRV7e3ulf//+Snx8fIlXGEZHRyt+fn6KVqstcmXsjVdHKoqiJCUlKePHj1d8fX0VKysrJTAwUImOji4yfI1ScApVmThxYrHHf/2VjEajURk/frwSHh6uODk5Kba2tkpwcLAyffp0yxXrN3Pt2jXlscceU7y8vBQ7Ozulc+fOyh9//HHTKzoXLVqkPPPMM4qnp6diMBiULl26KHv27Cm2H+3t7ZWDBw8q3bp1U2xtbRU3NzflqaeeUjIyMsr1+BRFUf744w+le/fuir29vWJra6vcfffdSmxsbLF2586dU8aOHav4+Pgoer1e8fPzUx588EHl8uXLRbJ/9913Rda72Wgbv/32m3Lfffcpbm5uil6vV/z9/ZX77ruvxPXHjh2r+Pv7K3q9XvH09FQ6duyovPHGG5Y277//vtKxY0fFw8PDMrzRY489psTHx5f8hFzn6NGjSq9evRQbGxvFzc1NeeyxxyzD31x/1XVFMpdk2rRpiqura7HX3s2u3L7ZNjw8PIptoyTZ2dnK1KlTlcDAQEWv1yu+vr7KU089VWzYn8IrxJcvX660aNFCsba2Vho1aqR88MEHxba5ZMkSJSQkRNHr9cXemwcOHFAefPBBxcvLS9Hr9YqPj4/SvXt3Ze7cuZY2hVfF33jleeFr5/r9nZOTo7z44otKgwYNFFtbW6Vr165KXFxcsauLX3rpJaVdu3aKq6urYjAYlCZNmiiTJ0++6VXb12//+eefV/z9/RUbGxulTZs2ysqVK0s8PilKwfGtQYMGpY6kkJGRofz73/9WgoODFWtra8twUJMnTy5yRbXZbFY+/PBDJSwszNKuQ4cOJb7vrlf4nr/R9OnTlRsP7SaTSXnvvfeUVq1aKTY2NoqDg4MSEhKiPPnkk8rJkyeL7Ify7OeKPHelZS/P8aq8r93bzV6a8h4Xbnc0BkUp/+umtON4eY6TFTlGJycnK0OHDlVcXFwUjUZT5PVVntfW9u3blUGDBimBgYGKwWBQ3N3dla5duyqrVq0qMX9JRowYoQBKp06dSvx7bGysJYO/v7/ywgsvKD///HO5niNFUZQvvvhCad++veWzr2nTpsqoUaOKfNbm5+cr7777rtKkSRPFxsZGadeunbJx48abfnaX9Flwq8coRVGUrVu3KnfffbdiMBgUHx8f5YUXXlA+//zzYqMxlPe9UJLC5/+dd95RXn/9dSUgIECxtrZWWrduraxdu7ZI2/LWMrf6mVzROqI0GkW57vtxUaNs3ryZyMhIvvvuu2KjSNxozJgxLF++vMq+bhSV68KFCzRu3JiFCxfe0tW0ZrOZoKAgRowYwZtvvlkFCYWoOnK8EqJmio+Pp3Hjxvz3v//l+eefVztOpbml0RiEELfHz8+PZ599ljfffLPE2YHKsnjxYjIyMiyzCAohhBCiZDJJsxAq+fe//42dnR0JCQk0aNCgQuvm5+fz9ddflzh6hxBCCCH+n3RjEEIIIYQQdZZ0YxBCCCGEEHWWFLtCCCGEEKLOkmJXCCGEEELUWXKBWg2Un5/PhQsXcHR0LPeUlkIIIYRQl6IopKen4+fnh1Yr5xNrCil2a6ALFy5U+Op8IYQQQtQM586du+msqKL6SbFbAxVOd3zu3DmcnJxUTiOEEEKI8khLS6NBgwaWz3FRM0ixWwMVdl1wcnKSYlcIIYSoZaQLYs0iHUqEEEIIIUSdJWd2hRBCiCpkNpsxmUxqxxCVTK/Xo9Pp1I4hykGKXSGEEKKKZGRkcP78eWSy0rpHo9EQEBCAg4OD2lFEGaTYFUIIIaqA2Wzm/Pnz2NnZ4enpKf046xBFUbh69Srnz5+nWbNmcoa3hpNiVwghhKgCJpMJRVHw9PTE1tZW7Tiiknl6ehIfH4/JZJJit4aTC9SEEEKIKiRndOsmeV5rDyl2hRBCiDoqPj6edu3aVXi9xMREIiMjadasGYMHD8ZoNBZr8/777xMaGkp4eDiDBg0iLS0NgAULFuDl5UVERAQRERGsWrXqth+HELdDil0hhBBCFDFz5kyGDBnCyZMnCQwMZP78+cXatG3blv3793Pw4EFatGjBe++9Z/nbqFGjiIuLIy4ujgEDBlRndCGKkWJXCCGEqGKKopCVm1clt7JGejCZTIwePZrQ0FCGDRtWrpEhYmNjGTlyJFBQuMbGxhZr061bN2xsbABo06YNCQkJt7BnhKh6coGaEEIIUcWyTWaav7q2SrZ9dEYf7Kxv/nF+7Ngxli1bRnBwMJGRkWzZsoWlS5eydevWYm1nzJjBgAEDSE1NxdnZGYCAgIAyC9kFCxbw8MMPW35fsmQJ69atIyIigpiYGNzc3G7x0Qlx+6TYFUIIIeqw4OBgQkJCAGjdujXx8fHMnj271HVuvPiqtIuxYmJiABg2bBgA/fv3Z/jw4VhbW/PWW2/x3HPP8eWXX97GIxDi9kixK4QQQlQxW72OozP6VNm2S2MwGCw/63Q6zGYzEydOLPXMrpOTk+Xs7vnz5/H19S1x27GxsSxatIjffvvNsszd3d3y8+OPP06PHj0q+pCEqFRS7Io6w5iZyfmD+0CjoUHLNhjs7dSOJIQQQMGZ0dK6GlS3ss7sRkVFsWjRIiZNmsTChQvp379/sTZ79+7l+eef59dffy0yi9ilS5fw8fEBYOXKlbRo0aJywwtRQTXnnSfELbh6Op7ff5qB3vcENk5X0OnMAJzeriU7zQvTpaa06/Asga3bqJxUCCFqj+joaIYOHUpMTAxhYWG89dZbAMydOxeA8ePHM3XqVNLS0oiKigKgU6dOzJ49m5iYGFavXo1Op8Pf35958+ap9jiEANAoMmF3jZOWloazszOpqak4OTmpHadGMplMrP7saWyabsHakF3kb4oC13cvy8vTk/F3a3rc/wEuN/kqTgghKpvRaOT06dM0btzYMmqBqDtKen7l87tmkjO7ota5ejaerb+Px6n5SQBysh3Iig/FfCWXk3l6bLVZNNTo0HjYYdPoBLYO13C5Yxdbdg/AJXMcnYc/ofIjEEIIIUR1kXF2y2HOnDmW/9zatm3LH3/8cdO2W7ZsoVOnTri7u2Nra0tISAgffvhhNaat284fOcT2PQ/j6HcSRdGQcqIt9scaEZsQTnTOo+z2fZofHCbzQu7j/O9iZ1KOtyV5fydMuTbYOiST6f4Bqz55Xu2HIYQQQohqImd2y7Bs2TKeffZZ5syZQ6dOnfjss8/o27cvR48epWHDhsXa29vbM2nSJMLDw7G3t2fLli08+eST2Nvb88QTckbxdlyNP8O+P8dj73KpoGvC3o5s9X6IFYkmAB5u35Dp/Vtgzlf4ZNNJPv9dy7+TA7HRa5hx0A6boEPYu1xCG7KSFbOyGfyv0i/QEEIIIUTtJ312y9C+fXvatGnDp59+alkWGhrKwIEDmTlzZrm2MXjwYOzt7Vm0aFG52kufn+Jyc3NZ811/HH1PkWeyJmN3O+YZHuF4Uh7WOi1vDAzjwTsbFFnn1JV0/r3yMDv+TgbgabtfaNL0BE6+p1AUDRlH+zLw6Y/VeDhCiHpA+uzWbdJnt/aQbgylyM3NZe/evfTu3bvI8t69e7Nt27ZybWP//v1s27aNrl273rRNTk4OaWlpRW6iqNj/jcXR9xT5+Roydrfmo9z7OJ6Uh6+zDd+N71Cs0AUI8nJkybi7+XBYKzwcrPk46142HwojLSEYjUbBPvQX1syZpsKjEUIIIUR1kWK3FImJiZjNZry9vYss9/b25tKlS6WuGxAQgMFgoF27dkycOJHHH3/8pm1nzpyJs7Oz5dagQfHCrT779Yv3cWq2E4DUw3cxP7MzZ3IdubuJG7FPd6ZVA5ebrqvRaBjUOoBfp3TjkbsbskrTndVHWpNxNRCtNh9t0+/Z+cPCanokQgghhKhuUuyWw43TJCqKUurUiQB//PEHe/bsYe7cucTExLBkyZKbto2OjiY1NdVyO3fuXKXkrgtSr14m22MpWm0+6VcDWXOxKceUQB7r3JjFj7XHw8FQ9kYAZzs9bwxsyQ8TOnHJ715i93UkK80TvT6HK5rZJCecr+JHIoQQ1S8+Pp527dpVeL3ExEQiIyNp1qwZgwcPxmg0FmuzevVqwsLC0Gq1HD582LJ88eLFtGzZkvDwcHr27Mn58wXH182bN+Pi4kJERAQRERGWMXuFqGpS7JbCw8MDnU5X7CzulStXip3tvVHjxo1p2bIl48aNY/Lkybz22ms3bWswGHBycipyEwU2fDcZW4dkTLk2nIprxDbrjsx6KIJpUc2x0lX85RvRwIUfJ3ai04DHOL7rTkwmA3ZOiWxeN7EK0gshRO00c+ZMhgwZwsmTJwkMDGT+/PnF2gQHB7N8+XLuueeeIsubNm3Kli1bOHjwIA899BAvv/yy5W89e/YkLi6OuLg4xo8fX+WPQwiQYrdU1tbWtG3blvXr1xdZvn79ejp27Fju7SiKQk5OTmXHq/P2/bISx6C9AKQeacOPLg+z4qlO3B/hf1vbtdJpebRTY5oMmUry3rsAcA48zI8fT7ntzEIIUSJFgdzMqrmVcZ25yWRi9OjRhIaGMmzYMMpzXXpsbCwjR44EYNSoUcTGxhZr06xZM0JCQoot79ChA87OzgC0adOGhISE8uwhIaqMDD1WhilTpjBy5EjatWtHhw4d+Pzzzzl79qzlP9Lo6GgSEhJYuLCg3+fs2bNp2LCh5QCwZcsW3nvvPZ5++mnVHkNtdSbxM5z88shK9WKTYTCxT3XBxc660rY/qLU/Y3YMY+DfqTg3OYh10HpO7tlOs3YdKu0+hBACAFMWvOVXNdt++QJY29/0z8eOHWPZsmUEBwcTGRnJli1bWLp0KVu3bi3WdsaMGQwYMIDU1FRLwRoQEHDLBeuCBQuKXOS9efNmWrVqRZMmTYiJiSEwMPCWtitERUixW4Zhw4aRlJTEjBkzuHjxImFhYaxZs8byBr148SJnz561tM/Pzyc6OprTp09jZWVF06ZNefvtt3nyySfVegi10u9fz8HR9wQAyQdCeeWZPpVa6AJotRpeHNiRebM209vnDDZ2qRw+9h+atVtTqfcjhBBqCg4OtpyAad26NfHx8cyeXfo44zdel1LWdSol+eGHH9ixY4dlIqY2bdoQHx+Pg4MDixcvZsyYMWzatKnC2xWioqTYLYcJEyYwYcKEEv+2YMGCIr8//fTTcha3EiRrVuKogfTLjdjlfT+j3eyq5H7C/J2x7/AI1/ZcwqfLFpz8/yT2kxfpP+ndKrk/IUQ9pbcrOANbVdsuhcHw/xfy6nQ6zGYzEydOLPXMrpOTk+Xs7vnz5/H19a1QpN27dxMdHc3GjRst93/99SiPPPIIkydPrtA2hbhVUuyKGufXhTE4+P8FQOoxf3oPrviVxBXxQu9g7jswiOfPpODc6DDawA2kXL6Ei7dPld6vEKIe0WhK7WpQ3co6sxsVFcWiRYuYNGkSCxcupH///uXednx8PA8//DDLly/Hz+//u25cvnzZcnH32rVradKkya2FF6KC5AI1UeOk635Bo4H0y034VtudPi2qtuh0tbfmqT4RbD4RginXBhv7VH79Xi5WE0LUX9HR0Xz33XcEBQVx+vRpy1jxc+fOtQwZtnbtWgICAti+fTs9e/Zk+PDhALzxxhskJSUxatQoIiIiGDRoEADffvstLVq0ICIigrfeeosvv/xSnQcn6h2ZLrgGqs/TDcatXclV3fNotQoXN3fmzzYv8J+BYVV+v+Z8haiPt/Bo3jzcW2/FnGeFp+a/tO41oMrvWwhRN8l0wXWbTBdce8iZXVGj/H32a7RahcxrPiwytefBdtUzm5xOq+H1AS1481JvslK90FnlcebSZ9Vy30IIIYSoOlLsihoj6fxZ7BocASDrVBBan5aE+Vfff8Z3NXajW9sWXDnQHAAHvz/ZtOijart/IYQQQlQ+KXZFjfHbDzPQW+eQY7Tn+2vNeLBdwC0Nd3M7ovuG8kl+fzKuNEKjUUjVr6rW+xdCCCFE5ZJiV9QYVv7HAMiKb84BXVsG3uZMabfCx9mGJ7q3JOFIUxRFg6PXaX769PVqzyGEEEKIyiHFrqgRNn/1IfYul1AUDQfO+tGrhTeu9pU7iUR5je3ciJVOD5Bx4Q4AzJ4bVMkhhBBCiNsnxa6oEZJMWwDITGrAIrpX24VpJTFY6Yge0IrTRxqSn6/F3u0Caz59VbU8QgghhLh1UuwK1WWlp2HnXzA1cObpxvg529I5yEPVTJHBXhwPGU1GQsHZXZP776rmEUKIWxEfH0+7dhWfmCcxMZHIyEiaNWvG4MGDMRqNxdoYjUYGDx5MUFAQkZGRJCYmWv62ePFiQkNDadGiBc899xwA69evp02bNrRs2ZKOHTty6NAhS0Y7OzsiIiKIiIjg1Vfl5IKoXFLsCtVt+GoG1oYs8kwGvktuztC2Aei01XthWkle7h/O3ycboSgaHDzOsWbua2pHEkKIajFz5kyGDBnCyZMnCQwMZP78+cXazJs3jyZNmnDq1CkGDhzI22+/DcCff/7JRx99xK5duzhy5AhTp04FwNPTkzVr1nDo0CFmzJjBxIkTLdtq3rw5cXFxxMXFMWPGjOp5kKLekGJXqC7f+SgAmRebsl8TwgMqdmG4XqC7PXSeSPrFZgDkuvyhciIhRG2lKApZpqwquZU1N5TJZGL06NGEhoYybNiwMtsDxMbGMnLkSABGjRpFbGxsudvMnz+fZ555BkdHRwC8vLwAiIiIwMenYEbMNm3akJCQUM69J8TtsVI7gKjfrl28gK3XaQDSz3nQsakHDdzsVE71/57qfgcL3myKo+8JHL3i+XXBe/QY87zasYQQtUx2Xjbtv2lfJdveOWIndvqbHzePHTvGsmXLCA4OJjIyki1btrB06VK2bt1arO2MGTMYMGAAqampODs7AxAQEFBiYXrhwgX8/QtGzXF1dSUlJQWAkydPotVq6dChA1ZWVrz33nu0b1/0sS9YsIDevXtbfv/zzz9p3bo1Hh4evP/++4SHh1d4PwhxM1LsClX99u27OLbMJTfHlhUZzRl7Z804q1vIztqKhoNfIuPInzj6/E261a+AFLtCiNojODiYkJAQAFq3bk18fDyzZ88udZ0bxzgvaczzm50hNplMnD17li1btnD06FEGDhzIqVOnLNvYsWMHn3/+uaXY9vX15cyZM7i5ubFp0yaGDh3KiRMnKvw4hbgZKXaFqhS3PwHIvtSEv21b0qeFj8qJirsv3J8FPwbh6PM39j6n2P/z97TuO0TtWEKIWsTWypadI3ZW2bZLYzAYLD/rdDrMZjMTJ04s9cyuk5OT5ezu+fPn8fX1LdbW39+fhIQEPDw8uHbtGi4uLkDBmeDIyEh0Oh0tW7bExsaGxMREPD09OX36NKNGjeKHH37A3d3dkq8wY+F6iYmJeHioe6GyqDuk2BWqSb1yGTvvgi4MWec8uD/CHxu9TuVUxWk0GhoMjCbz1AHsXS5z+vwSWiPFrhCi/DQaTaldDapbWWd2o6KiWLRoEZMmTWLhwoX079//pm1atWrFwoULiYqKAmDAgAGsWrWKhx56iDNnzpCRkYG7uzspKSncf//9zJ49mxYtWli2c/XqVdzc3NDpdBw8eJDs7GxLISxEZZAL1IRqNn37LlZWJnJzbFmd0ZRh7RqqHemmurUIIONkwdeAdg2PcuHPoyonEkKIqhMdHc13331HUFAQp0+f5vHHHwdg7ty5zJ07F4Bx48Zx6tQpgoKCWLFiBS+99BIA/fr1w9ramhYtWjBw4EDmz5+PVqvlk08+4fTp07zwwgtERERY+vH+/vvvhIeH06pVK8aNG8fixYurfap4UbdplPJclimqVVpaGs7OzqSmpuLk5KR2nCrzw4IBODU8QtrZ5sy7NoWfnu1Wow9wH6/YQFPD8xhs07l2pDNDn/5K7UhCiBrMaDRy+vRpGjdujI2NjdpxRCUr6fmtL5/ftY2c2RWqMJlMGLziAci64MoDdzWq0YUuwNAencj6uzkAto0OkZNdfJB1IYQQQtQsUuwKVfz+zWwMNpmYzTp2pAUwMMJf7Uhl8nW25a/s1uTl6bGxT+WXeS+rHUkIIYQQZZBiV6giJavgquTsZH80Le/H1d5a5UTlc+eAUWSeDy74xfuAumGEEEIIUSYpdoUq9N5nAMi56M+QO5uonKb8ut7hxaX4AADsPc6w84dFKicSQgghRGmk2BXV7uTerdg5XwHg/FV3OgfVnrEUdVoN5s4TyUz2Q6NROH91ldqRhBBCCFEKKXZFtTu05Ss0GoXsDDd0ncag09bsC9Nu9ED7JmT8FQSAXYNjXLt0SeVEQgghhLgZKXZFtdO4FsyxnnMlgMF3B6ucpuJ8nG3Y7xRFbo4t1oZsNi6ZrnYkIYQoUXx8PO3atavweomJiURGRtKsWTMGDx6M0Vh89Bmj0cjgwYMJCgoiMjKSxMREAL777jvCw8OJiIigc+fOHD9+3JKlU6dO2NjY8Mknn1i2ExcXx913301YWBht27Zl8+bNlr9ZWVkRERFBRESEZaxfISpKil1RrXJzczF4nAMg66oHDdxqzoxCFdGvexeyzhVMMqFvIBNMCCHqlpkzZzJkyBBOnjxJYGAg8+fPL9Zm3rx5NGnShFOnTjFw4EDefvttAPr27cuBAweIi4vj5ZdfZurUqQA4OTnxwQcf8NxzzxXZjr29PV9//TWHDx/m66+/ZuzYsZa/ubi4EBcXR1xcXIkZhCgPKXZFtdrx3TwMNpnk52uxDblP7Ti37J5mnvx5LghF0WDvdoHfl3ysdiQhRA2mKAr5WVlVcitrbiiTycTo0aMJDQ1l2LBhZbYHiI2NZeTIkQCMGjWK2NjYcrdxcHCwjJuenp5u+dnNzY327duj1+uLbKdZs2Y0bdoUgODgYDIyMjCbzWVmFKK8rNQOIOqXK0k7cfWF7FRvuvS6V+04t0yn1eDY7TEyE3fi4HmWxMzNwNNqxxJC1FBKdjZ/tmlbJdsO3rcXjd3NvyU7duwYy5YtIzg4mMjISLZs2cLSpUvZunVrsbYzZsxgwIABpKam4uzsDEBAQAAJCQnF2l64cAF//4Ix0l1dXUlJSbH8beHChfznP/8hOzu7SLeEsvzwww+0bdsWnU4HFMxI1rZtW2xtbXnzzTfp2rVrubclRCEpdkW1svK8CEDuVT+8nWr39JkP3tmADXMa4+B5Flv/P8lISsLB3V3tWEIIUURwcDAhIQXdrlq3bk18fDyzZ88udZ0bZ7QsaYbL0s4Qjxo1ilGjRrFixQr+85//8NVXZU+v/tdffzF16lR+/vlny7L4+Hj8/Pw4fPgw9913H4cOHZJpeEWFSbErqk1ujhEbt4KzA8ZEV5XT3D5vJxvinO+lR+5OrA3ZbFg4nYGTPyl7RSFEvaOxtSV4394q23ZpDAaD5WedTofZbGbixImlntl1cnKynN09f/48vr6+xdr6+/uTkJCAh4cH165dw8XFpVibwYMH8+STT5b5GJKTkxk4cCCfffYZQUFBluV+fn4AhIWF0bx5c06cOHFLF9yJ+k2KXVFt/lg2G31ADuY8K3Iad1M7TqWI6hFJ0pZvcG50CHyPqx1HCFFDaTSaUrsaVLeyzuxGRUWxaNEiJk2axMKFC+nfv/9N27Rq1YqFCxcSFRUFwKlTpywF6/r162nYsGGp95Wbm8ugQYOYMmUK3bt3tyy/du0adnZ2GAwGzp8/z9GjR2nSpPZMQiRqDil2RbVJydiPC5B9zY/GbbqpnKZydAnyYO7XDXFudAh7j3gOblxNePcotWMJIcRtiY6OZujQocTExBAWFsZbb70FwNy5cwEYP34848aNY/jw4QQFBeHv78/y5csB+Oabb1i6dCnW1ta4uLiwYMECoKD/bfPmzUlLS0On0/Hee+8RHx/Pt99+y44dO0hNTWXWrFkA/Prrr/z55588+eSTaLVaNBoNs2bNws3Nrfp3hqj1NEp5LssU1SotLQ1nZ2dSU1PrVN+kH5f2wMErnmvH7uSeUQvwcqzdfXYLffrrMQLSH8XO6SrXjt3N0Ilfqx1JCFEDGI1GTp8+TePGjbGxqRvHO/H/Snp+6+rnd20nQ4+JapGTnYPBpeDitMxEuzpT6AIMuasxxviCr+xsGvxJXl6eyomEEEIIUUiKXVEttn3/BXrrHMxmHRdcW6odp1J5OdpwNi8Cs1mHrcM1Nnz5ttqRhBBCCPEPKXZFtUhO2g2AMc0Lp9BeKqepfHfdP5qsK40ByLLarXIaIYQQQhSSYldUC63bJQBMSd40b+ilcprK16mpB5nxAQDY+Z4i7VqiyomEEEIIAVLsimpi7VrQX9d41ZmW/s4qp6l8Wq2GrNAHMOXaoLc2snHhDLUjCSGEEAIpdkU1OLB5DTZ2aSgK/GX0wcPBUPZKtdDAXpFkXfhnMHSPP9UNI4QQQghAil1RDf46+BMAxgx3Upr2UDlN1fF0NJB+sQEAdl7xxB/co3IiIUR9Fx8ff0szjiUmJhIZGUmzZs0YPHgwRqOxWBuj0cjgwYMJCgoiMjKSxMSC7lu7du2iXbt26PV6Vq9ebWm/efNmXFxciIiIICIiwjJmL8C+ffu46667aNGiBZ07dwbg3LlzdOvWjebNmxMeHs53331nad+oUSPCw8OJiIigX79+FX58on6RYldUPYcLAORe86FJGTPp1HaN+j+HMcsJnS6Pvb/OUTuOEELckpkzZzJkyBBOnjxJYGAg8+fPL9Zm3rx5NGnShFOnTjFw4EDefrtgJBo/Pz/mz5/P8OHDi63Ts2dP4uLiiIuLY/z48QDk5eXx6KOP8tVXX3HkyBFWrFgBgJWVFTExMRw9epQNGzYwefJkMjMzLdvatm0bcXFxrFmzpip2gahDpNgVVU7vcgUAU6ILLQNc1A1TxbqENSL7fDMArAL+UjmNEKKmUBQFU465Sm5lzQ1lMpkYPXo0oaGhDBs2rMz2ALGxsYwcORKAUaNGERsbW+42AQEBREREoNWWr8RYu3Ytd955J6GhoQB4eRVcxOzr60tERIRlmZubG8nJyeXaphDXk+mCRZXKTEnB4HgVgMvJNvSqgxenXU+r1WDMCgX2Yu+WQNz6H4joNUjtWEIIleXl5vP5v36rkm0/MasreoPupn8/duwYy5YtIzg4mMjISLZs2cLSpUvZunVrsbYzZsxgwIABpKam4uxccLwOCAggISGhWNsLFy7g7+8PgKurKykpKWVm3bx5M61ataJJkybExMQQGBjIyZMnycvLo2fPnly7do2JEycyduzYIuvt2bOH/Px8GjQo6Cqm0Wi45557sLKyYurUqQwZMqTM+xb1lxS7okpt/X4eusZm8vL0bLVuzzP21mpHqnKRj05l3+Z12Dlf4dSJ76XYFUKoKjg4mJCQEABat25NfHw8s2fPLnUdjUZT6u9Auc4QX69NmzbEx8fj4ODA4sWLGTNmDJs2bcJkMrF9+3Z27NiBRqOhc+fOdOzY0ZI5KSmJUaNGFelKsXXrVvz8/Dh//jzdu3enVatWBAUFVSiPqD+k2BVVKj3zKC5ATpoXbk1bqR2nWvi72rHtXBPsnK9g8D+ldhwhRA1gZa3liVldq2zbpTEY/n8EHJ1Oh9lsZuLEiaWe2XVycrKc3T1//jy+vr7F2vr7+5OQkICHhwfXrl3DxcWl1BxOTk6Wnx955BEmT54MFJw5joyMxNXVFYCuXbty6NAhQkJCyMnJYdCgQURHR9OxY0fL+n5+fpZ1e/ToQVxcnBS74qakz66oUtrC/rrXPAmr4/11r5elaYWiaLBzusr25f9TO44QQmUajQa9QVclt5LOupZl9uzZlgvFrr8NGDAAgKioKBYtWgTAwoUL6d+/f7Ft3NgmKiqq1Pu8fPmy5ee1a9fSpEkTAPr06cO+ffswGo3k5OSwY8cOQkJCUBSFMWPG0L17d0vfYIDMzEzS09MBSElJ4ffff7f09xWiJHJmV1SpwovTjEnOhHer2/11r9d9xET2bfwJB/fzXLi6AXhM7UhCCFFu0dHRDB06lJiYGMLCwnjrrbcALMOFjR8/nnHjxjF8+HCCgoLw9/dn+fLlABw9epTevXtz7do1Vq9eTWhoKH/88Qfffvstc+fORa/X4+zszJdffgmAm5sbEyZMoE2bNmi1WsaMGUPLli3ZsmULy5YtIzw8nJUrVwKwaNEi7O3tGTSooHtYfn4+zzzzDC1atKjmPSRqE41S0U43osqlpaXh7OxMampqka99apvzRw9x/OIgNBqFdWsfIHr6DFzs6n6f3ULLPhyJR6ttZKe7E3X/LrXjCCGqmdFo5PTp0zRu3BgbGxu144hKVtLzW1c+v+sa6cYgqsy+DQvRaBRyc+zY4RJZrwpdgCzbNuTna7B1TOL3rz9RO44QQghRL0mxWw5z5syx/OfWtm1b/vjjj5u2XbFiBb169cLT0xMnJyc6dOjA2rVrqzFtzWHSFQxVk5PqTVhDT5XTVL8eDzxJVnIAAFfTt6icRgghhKifpNgtw7Jly3j22Wd55ZVX2L9/P126dKFv376cPXu2xPa///47vXr1Ys2aNezdu5fIyEj69+/P/v37qzm5+nSuBVNH5iV7EFbHx9ctSUN3O4znCmaMM/idqvAwPUIIIYS4fVLsluGDDz7gscce4/HHHyc0NJSYmBgaNGjAp59+WmL7mJgYXnzxRe68806aNWvGW2+9RbNmzUqcfaau0zsVTCaRmexIeED9K3YBMp07kp+vxdbhGpsWfKB2HCGEEKLekWK3FLm5uezdu5fevXsXWd67d2+2bdtWrm3k5+eTnp6Om5vbTdvk5OSQlpZW5FbbnT16CINtwePYl+5JmF/9LHYjB44kK6mgK8O13J0qpxFCCCHqHyl2S5GYmIjZbMbb27vIcm9vby5dulSubbz//vtkZmby4IMP3rTNzJkzcXZ2ttwKp0OszQ5uXIpGA7k5dhx2uwdnO73akVTR2MOe7POBABj8/sJsNqucSAhRn8THx9OuXbsKr5eYmEhkZCTNmjVj8ODBGI3GYm2MRiODBw8mKCiIyMhIEhMLuq4pisL48eMJCgqiXbt2/PXXXwB8/fXXREREEBERQcuWLdHpdCQnJwPwwgsv0KJFC0JDQ5k5c6blPgYNGoSrqytDhw61LMvKyqJfv36EhIQQFhbGxx9/bPlbt27dCAkJsdyPECDFbrncOGC3oijlGsR7yZIlvPbaayxbtgwvL6+btouOjiY1NdVyO3fu3G1nVlsOBY8hN82D0AY3f+z1QYZrl4KuDPYpbP7yPbXjCCFEmWbOnMmQIUM4efIkgYGBRabqLTRv3jyaNGnCqVOnGDhwIG+//TYAq1evJjExkVOnTjFt2jSmTp0KwMMPP2yZvOLDDz+kS5cuuLm5sXfvXrZv386hQ4fYt28fn3/+ORcvXgTgmWeeYeHChcXue+rUqRw/fpydO3cyZ84cTp36/9kqly9fbrkfIUCK3VJ5eHig0+mKncW9cuVKsbO9N1q2bBmPPfYY3377LT179iy1rcFgwMnJqcitttM6JQGQl+pGy3p4cdr1IvsPIyup4EK1lPw9KqcRQtQ3JpOJ0aNHExoayrBhw8p1sWxsbKxl1rJRo0aVeN3Jzdpcv7x///5s3bq12H1+++23DBs2DCg4oWQ0GsnNzcVoNGJjY4ODgwMAkZGRODo6FlnXzs6Orl0Lpl62t7enWbNmluJYiJJIsVsKa2tr2rZty/r164ssX79+fZE5um+0ZMkSxowZwzfffMN9991X1TFrJCungq+zcpKdaFlPL04r1NTTAeO5gq4pNr7SlUGI+khRFExGY5Xcyipejx07RnR0NEePHuXy5cts2bKFiRMnWr7qv/62atUqAFJTU3F2Ljh2BwQEkJCQUGy7Fy5cwN/fHwBXV1dSUlKKLddqtbi5uZGUlGRZLy8vj1WrVjFkyBAA2rRpQ2RkJH5+fjRs2JBnn322WIF7M+fOnePgwYO0adPGsmzEiBG0adOGOXPmlGsbou6T6YLLMGXKFEaOHEm7du3o0KEDn3/+OWfPnmX8+PFAQReEhIQEy9csS5YsYdSoUcyaNYu7777bclbY1tbWcuCo61KTrmLjUNAP63yaA1H1/MwuQIpzN9zyt2Jjn8qmhe/R89GpakcSQlSjvJwcPho9tOyGt+CZr5ajL2WGtuDgYEJCQgBo3bo18fHxzJ49u9Rt3thVr6Suezcrsktafv36GzdupGXLlpbufadOneLUqVMkJCSQnZ1Nt27d6NWrF02aNCk1o9FoZNiwYbz33nvY29sD8M033+Dn50dycjL33nsvLVq0sJwFFvWXnNktw7Bhw4iJiWHGjBlERETw+++/s2bNGgIDCy46unjxYpExdz/77DPy8vKYOHEivr6+ltu//vUvtR5CtdsduwitNp+8PD377drhZFM/L067Xo/7h5CZVHB2NzV3n8pphBD1icFgsPys0+kwm81lntl1cnIiNTUVgPPnz+Pr61tsu/7+/pYzvteuXcPFxaXY8vz8fJKTk4uMSLRs2TJLFwaAH374gY4dO2Jra4ubmxtdunRhz57Su3wpisLo0aPp169fkYvX/Pz8AHBzc2PIkCHs3r273PtJ1F1yZrccJkyYwIQJE0r824IFC4r8vnnz5qoPVMOlph3FBcjJcMezSUu149QIQV6O7DnfAEfPMxh8TqsdRwhRzawMBp75anmVbbuiyjqzGxUVxaJFi5g0aRILFy6kf//+N23TqlUrFi5cSFRUlGX5woULuf/++4mNjaVjx46WM7smk4mffvqJd99917KdBg0asGjRIqZMmYLJZGLbtm088cQTpeaLjo7Gzs6Of//735ZleXl5pKSk4OHhgdFoZO3atbzwwgvl3iei7pJiV1Q6jcM/M6eletCyqYu6YWqQNLv2eChbsXVMYsuST+k8/Cm1IwkhqolGoym1q0FNEx0dzdChQ4mJiSEsLIy33noLgLlz5wIwfvx4xo0bx/DhwwkKCsLf35/lywuK+aioKFavXk3Tpk1xcXFh6dKllu1u2LCB1q1b4+7ubln2wAMPsGHDBlq2LDg5MnLkSFq1agVAnz592LdvH5mZmQQEBPDDDz/g6+vLO++8Q/PmzS3Di73zzjt07tyZPn36YDKZMJvNPPjgg/Tt27fK95Wo+TSKzGFa46SlpeHs7ExqamqtHJlh1fIu2LtdICmuEw0HfsjdTdzLXqkeOHE5neN/3Ie9WwIpx9szZMI3akcSQlQho9HI6dOnady4MTa1qNAV5VPS81vbP7/rKumzKypVXl4eBseCM7upKTa08JM3e6FmXg4YEwqGILP2jVc3jBBCCFFPSLErKtWBjbFY6XNRFA1/6RrhKBenWWg0GtI1YQDYOV9mb6yc2RVCCCGqmhS7olKdO/YHADlZThDUWeU0NU/HoU+RlVowIcnp+F9UTiOEEELUfVLsikpltroCgCnDjaCGASqnqXlCfJ3IuVAwbJ3eJ17dMEIIIUQ9IMWuqFRax2sAmNNcCA9wUTdMDaTRaEg3NgPA3u0Cx39fp3IiIYQQom6TYldUKivHgikhc1Ic5OK0m7hz2LNkZ7ih0Sgc3re07BWEEEIIccuk2BWVxpiZhcG+4MxuWrYD9gYZxrkkLfxdybnQGAArGZVBCFGF4uPjadeuXYXXS0xMJDIykmbNmjF48GCMRmOxNkajkcGDBxMUFERkZCSJiQUj8SiKwvjx4wkKCqJdu3b89ddfAGzZsoVWrVoRERHBnXfeybZt2yzbmjJlCmFhYYSHh7NhwwbL8tWrVxMcHEyzZs2YP3++ZXlSUhL3338/ISEhNG/e3HIfI0aMIDg4mLCwMKKjoy3tx4wZQ5MmTSwzxV24cKHC+0TUXlLsikqzd+136KzyyM/XkurXVu04NZZGoyHzWkF/Znv3cyQcO6hyIiGEKGrmzJkMGTKEkydPEhgYWKTQLDRv3jyaNGnCqVOnGDhwIG+//TZQUKAmJiZy6tQppk2bxtSpUwFo06YN+/btIy4ujq+++oqnniqYWCc2NpYTJ05w8OBBfvvtN15++WXMZjN5eXlMmTKFjRs3sm/fPt555x2Sk5MB+Ne//sWwYcM4fvw4e/bswcfHB4BRo0bx559/EhcXx44dO9i4caMl70cffURcXBxxcXGWaYVF/SDFrqg0V87tBSAnywXvkE4qp6nZwh6YQk6WE1ptPjt+KX3aTiGEuB0mk4nRo0cTGhrKsGHDKM9cUrGxsYwcORIoKCBjY2PL3eb65f3792fr1q0oioKdnR06nQ6A9PR0yxTCx44do1u3bmi1WlxdXfH09GT37t3s2rWLFi1a4O/vj6OjI/369WPt2rWkpqayZ88eRowYAYCdnR329vYA3HvvvQBYWVnRsmVLEhISbnm/ibpDil1RafKt/5kmON2NsIYeKqep2Vo39Sf7UkFXBp13vLphhBBVTlEU8nPNVXIrq3g9duwY0dHRHD16lMuXL7NlyxYmTpxo+Ur/+tuqVasASE1NxdnZGYCAgIASi8YLFy7g7+8PgKurKykpKcWWa7Va3NzcSEoquJ5jw4YNhIaG0rdvX8vUw+Hh4fz000/k5OSQkJDArl27SEhIKLKd63OcPn0aDw8PHn74YVq3bs2UKVPIy8srki0tLY2ffvqJbt26WZY9//zztGrViunTp5er4Bd1h3SqFJVG61jw9VJemgvN5eK0Umk0GrKv+OLS5AC2HmdIuXIJFy8ftWMJIaqIYsrnwqvbym54C/xmdERjrbvp34ODgwkJCQGgdevWxMfHM3t26d8oFZ51vdnvwE0LxpKWF67fs2dPjh07xo4dO3j11VdZt24d9957Lzt37qR9+/b4+/vToUMHrKysyM3NLXE7JpOJXbt28cknnxAeHs6oUaP48ssvGTdunOX+x4wZw4QJE2jQoAFQ0C3Dx8eH7OxsHnroIRYuXMjo0aNL3Qei7pAzu6LS6AuL3VQH7Kzl/6iyNOs/CVOuDVZWJn775h214wgh6iiDwWD5WafTYTabyzyz6+TkRGpqKgDnz5/H19e32Hb9/f0tZ3yvXbuGi4tLseX5+fkkJyfj5uZWZN27776bc+fOcfXqVQCmT59OXFwcP/30E1lZWQQFBRXZzvU5AgICLBebabVa7r//fuLi4iztXnzxRdzc3Hjuuecsy3x9fdFoNNjZ2fHwww+ze/fuW92dohaSikRUiuys/x+JIcvkrHKa2uGusBB+2N8I54DjmJ3/VjuOEKIKafRa/GZ0rLJtV1RZZ3ajoqJYtGgRkyZNYuHChfTv3/+mbVq1asXChQuJioqyLF+4cCH3338/sbGxdOzYEY1Gw+nTp2nYsCE6nY7Dhw+TkZGBu7s7eXl5pKen4+rqytatW8nJyaFFixbk5eVx+PBhEhIScHJyYs2aNbz66qu4u7vj6enJ6dOnady4MZs3byY0NBSAuXPnEhcXx5o1a4pkvXjxIr6+vpjNZlavXk3HjlXzXIiaSYpdUSn2r12G1jkfs1mHIbyn2nFqBY1GQ85FXwg4jo13PDk5OUXOwAgh6g6NRlNqV4OaJjo6mqFDhxITE0NYWBhvvfUWgKWf7fjx4xk3bhzDhw+3nIVdvnw5UFDsrl69mqZNm+Li4sLSpQXjif/66698+OGH6PV6bGxsWLx4MVqtluzsbDp1Krio2cvLi6+++goouMjs/fffJzIykvz8fF588UXc3d0B+PDDDxkyZAgmk4mIiAhLF4ZJkybRuHFj7rzzTqBg1IZHH32Uhx9+mMTERMxmM926dbO0F/WDRpFe2jVOWloazs7OpKam4uRUO/q+/jBrEk4tfyY73R3fVr/QtpFb2SsJft+0AWPeBHQ6M6aTo7n3yVfVjiSEqCRGo9Fy9tHGxkbtOKKSlfT81sbP7/pA+uyKSpGv/6e/bqYrzf2kG0N5de7ag6zkgjF3M5UjKqcRQggh6h4pdkWl0DoUXMhgTnfEthZ9Vac2rVZD7sWCq4Wtfc6onEYIIYSoe6TYFZXCyiEFAFO6g7pBaiFrlw4oCtg5XWXXyoVqxxFCCCHqFCl2xW0zm83o/xmJIV+RySQqqs+IcWSneQNw5syGMloLIYQQoiKk2BW37cjGVej1OQD433WfymlqH1trHTkXGwJg7XtW5TRCCCFE3SLFrrhtfx3aAkCu0Z72He9ROU3tlGdsCoCdWwJnDshg50IIIURlkWJX3LY8bcGc57mZrtjo5eK0W9HxkRfIyXJCq81n96/z1I4jhKgj4uPjadeuXYXXS0xMJDIykmbNmjF48GCMRmOxNkajkcGDBxMUFERkZCSJiYlAwXS948ePJygoiHbt2vHXX39ZsnTq1AkbGxs++eSTItuaMmUKYWFhhIeHs2HD/3fnsrKysszu9vjjj1uWR0ZG0qpVK1q0aMGMGTMsy9944w0aNmyIh0fRLnXPP/88wcHBtGzZkrFjx5KXlwfAa6+9RkBAgOU+9uzZU+F9JWo+KXbFbdM5pAFgznBRN0gt1tDLBePlRgDovM6pG0YIUe/NnDmTIUOGcPLkSQIDA5k/f36xNvPmzaNJkyacOnWKgQMH8vbbbwOwevVqEhMTOXXqFNOmTWPq1KlAwRTEH3zwQZFpfAFiY2M5ceIEBw8e5LfffuPll1/GbDYD4OLiQlxcHHFxcUUy/Pjjjxw4cICDBw/y888/s3//fgD69OnDzp07i2Xt06cPR48e5eDBg5hMJhYu/P+LgV966SXLfdzKPwai5pNiV9w23XXDjolbZ7zqB4Ct5xkyUpJUTiOEqEyKopCbm1slt7LmhjKZTIwePZrQ0FCGDRtWZnsoKEBHjhwJwKhRo4iNjS13m+uX9+/fn61bt6IoCm5ubrRv3x69Xl9kO8eOHaNbt25otVpcXV3x9PRk9+7Su3MVTthQuA80Gg0Ad955J76+vsXa9+rVC51Oh0ajoXXr1iQkJJS5D0TdIdMFi9tm9c9IDHlZMuzY7Qi6dwLXLm9Cr8/h169mcv+/3lM7khCikphMJsuUu5Xt5Zdfxtra+qZ/P3bsGMuWLSM4OJjIyEi2bNnC0qVL2bp1a7G2M2bMYMCAAaSmpuLsXDBBUEBAQInF4YULF/D39wfA1dWVlJSUYsu1Wi1ubm4kJSUV61pQKDw8nHfeeYenn36axMREdu3aZbm/tLQ02rZti62tLW+++SZdu3a1rNexY0cOHTrEhAkTiIiIKHtHAXl5eXz99dfMmTPHsuyDDz7g888/p2vXrvz3v/+V2e7qICl2xW1JS0nG2ragG4PG1k/lNLVbu/DmrPomEEe/E5gd/lI7jhCijggODiYkJASA1q1bEx8fz+zZs0tdp/BM6c1+B256hrik5SWtX+jee+9l586dtG/fHn9/fzp06ICVVUF5Eh8fj5+fH4cPH+a+++7j0KFDlrO627ZtIz09naFDh3L48GHCwsJKfUxQ0He3Y8eOtG/fHoCnnnqKadOmoSgKkyZN4p133mH69OllbkfULlLsitsSt/Y7tJ4KZrMV3nf3VTtOrabVajBe9MPR7wQ23vEoilLqB4QQovbQ6/W8/PLLVbbt0hgMBsvPOp0Os9nMxIkTSz2z6+TkZDm7e/78+RK7Bvj7+5OQkICHhwfXrl3DxcWlyPJ27dqRn59PcnIybm5upWacPn26pcjs2bMnQUFBAPj5FZxECQsLo3nz5pw4caJIv1pHR0e6d+/Ozz//XGaxO3v2bI4fP87q1asty7y9vS0/P/roo/znP/8pdRuidpI+u+K2JF0+BEBuljMNGoWonKb2s2vUh/x8LQa7NH7/epbacYQQlUSj0WBtbV0lt1v5p3j27NmWi7Kuvw0YMACAqKgoFi1aBMDChQvp379/sW3c2CYqKqrY8tjYWDp27Fhqxry8PK5dK+gOt3XrVnJycmjRogXXrl0jJ6dgDPfz589z9OhRmjRpQlpaGleuXAEgJyeHdevWWc5c38xPP/3E//73P7799lvLWWOAixcvWn7+8ccfadGiRanbEbWTnNkVt8VslQxAXqYr/q52Kqep/XrdP4R1P87Gwf08iaky3q4QQh3R0dEMHTqUmJgYwsLCLP2N586dC8D48eMZN24cw4cPJygoCH9/f5YvXw4UFLurV6+madOmuLi4sHTpUqCg/23z5s1JS0tDp9Px3nvvER8fT05ODp06dQLAy8uLr776Cijoa/zkk0+i1WrRaDTMmjULNzc3zp07x6BBg8jNzSU/P58hQ4ZYivHXXnuN+fPnc+3aNQICAnjxxRd55pln+Ne//oXJZOKeewrGgn/ggQd45ZVXePHFF4mLiwMKzh5/9tln1bODRbXSKOW5LFNUq7S0NJydnUlNTbX0TaqpVnwVhXODY6ScbMOQJ79TO06d8N3HD+PWYgeZ1/wYMOQPteMIIW6R0Wjk9OnTNG7cWC56qoNKen5r0+d3fSLdGMRtsbIvGHYsL13O6laWPHMzAGydL3Jy5+8qpxFCCCFqNyl2xW2xsisYicFklLMWlaX7o1MxZrqg1Soc3LpY7ThCCCFErSbFrrhlyRcSsDZkAJBrW/xKXXFrvJ1tMV5uCIBWZlMTQgghbosUu+KWHdi4Eo0GzHlW2Ibeo3acOiUn8Z/Z1DzOkJGWom4YIYQQohaTYlfcspTEPwHIzXbGMzBU5TR1yx33TiLPZI3eOoeNC6pm1iUhhBCiPpBiV9yyfKvCaYKd8XezVzlN3dK2VQjZSQ0AMNn8rXIaIYQQovaSYlfcMo19wcVp5gxH/F1tVU5Tt2g0GnIuFswtb/A5o3IaIURtFR8fX2TGsfJKTEwkMjKSZs2aMXjwYIxGY7E2RqORwYMHExQURGRkJImJiUDBdMHjx48nKCiIdu3a8ddf/z/9+YwZMwgKCqJFixbs2rXLsnzKlCmEhYURHh7Ohg0bAPjzzz+JiIiw3GxtbVm5ciUASUlJ3H///YSEhNC8eXPLfXTr1o2QkBDLOoUUReGFF17gjjvuIDQ0lG+//RaA999/n9DQUMLDwxk0aBBpaQWfawsWLMDLy8uynVWrVlV4H4qaQ4pdcct0/ww7Zs6wx8mm9OkqRcXZ+keiKBpsHZLZvny+2nGEEPXIzJkzGTJkCCdPniQwMJD584sfg+bNm0eTJk04deoUAwcO5O233wZg9erVJCYmcurUKaZNm8bUqVMBOHToEGvWrOH48eN8/fXXTJw4ESiYZe3EiRMcPHiQ3377jZdffhmz2UxwcLBlZrctW7Zgb29Pr169APjXv/7FsGHDOH78OHv27MHHx8eSa/ny5Zb1Cv3vf/8jLS2NEydOcPToUbp37w5A27Zt2b9/PwcPHqRFixa89957lnVGjRpVbGY5UTtJsStumZVdQbGbkyVndatC7yEPk5VaMG97wgUZb1eI2kxRFMzmrCq5lTU3lMlkYvTo0YSGhjJs2LAy20NBATpy5EigoOiLjY0td5vrl/fv35+tW7eiKAqxsbEMHz4cKysrIiIiyM3N5eLFixw7doxu3bqh1WpxdXXF09OT3buLziC5atUqevTogb29PampqezZs4cRI0YAYGdnh7196V3pPvvsM6ZNmwYUfHPm4eEBFJwJLpwQok2bNiQkJJS5b0TtI9MFi1uSmnQZa5uCYccytR4qp6mbbPQ6ci81wN7lEnpvGYJMiNosPz+bzb+1rJJtd+t6CJ3u5hP7HDt2jGXLlhEcHExkZCRbtmxh6dKlbN26tVjbGTNmMGDAAFJTU3F2dgYgICCgxCLwwoUL+PsXdLdydXUlJSWl2HKtVoubmxtJSUlcuHCBbt26WdYv3G54eDjvvPMOTz/9NImJiezatavY/X377beMGjUKgNOnT+Ph4cHDDz/M0aNHiYyM5N1338XKqqCkGTFiBFZWVjz++ONMmDABgHPnzjF//nxWr15Nw4YNmTNnTpGzwVDQdeHhhx+2/L5kyRLWrVtHREQEMTExuLm53XQfi5pNzuyKW3JgQyxabT75+VqMDe5UO06dZTI2BsDWLYGEowdUTiOEqI2Cg4MJCQlBo9HQunVr4uPjmT17tuUr+utvhV/XazSaItu48XfgpmeIS1qu0Whuuvzee++lW7dutG/fnieeeIIOHTpYClcomIJ369at9OvXDyg4U71r1y5eeOEF9u7dy5UrV/jyyy8B+Oabbzh48CAbNmxgwYIF/PbbbwBkZGTg6enJnj176NOnD88991yRHDExMQAMGzYMKDgj/ffff3PgwAGCg4OLtRe1i5zZFbck6fJRnDwhN9sJxwAZdqyqdH7kRQ7t+QmDTSY7fp7LkOafqh1JCHELtFpbunU9VGXbLo3BYLD8rNPpMJvNTJw4sdQzu05OTpazu+fPn8fXt/jEQf7+/iQkJODh4cG1a9dwcXEpsrxdu3bk5+eTnJyMm5ubZXmh67c7ffp0pk+fDkDPnj0JCgqytPvxxx/p06ePpbtBQEAATZo0sVyAdv/997N582YA/PwKxih3c3NjyJAh7N69m65du+Lv78+QIUMAGDx4MB999JFl+7GxsSxatMhSGAO4u7tbfn788cfp0aNHqftY1GxyZlfcErMmGSgYdszX3VnlNHVXAy9XjFcaAaBxP69uGCHELdNoNOh0dlVyK+msa1nKOrMbFRXFokWLAFi4cCH9+/cvto0b20RFRRVbHhsbS8eOHdFoNERFRbFkyRLy8vKIi4tDr9fj5+dHXl4e164VDGW5detWcnJyaNGiheV+vv32W8sZVwBfX188PT05ffo0AJs3byY0NJS8vDzLiBBGo5G1a9datjNgwAA2bdpUpD3A3r17ef755/nxxx9xcHCw3MelS5csP69cubJIHlH7yJldcUu0/1ycZs50opGLXKBWlXKv+ELDI9h4nSEnJ6fIWRohhKgK0dHRDB06lJiYGMLCwnjrrYLJbebOnQvA+PHjGTduHMOHDycoKAh/f3+WL18OFBS7q1evpmnTpri4uLB06VIAwsPDuffeewkODsbGxob//e9/AOTk5NCpUycAvLy8+Oqrryw5UlNT2bVrF99//32RfB9++CFDhgzBZDIRERHBuHHjyMnJoU+fPphMJsxmMw8++CB9+/a1PJ7hw4czc+ZM3NzcWLBgAQBTp04lLS3NUqh36tSJ2bNnExMTw+rVq9HpdPj7+zNv3ryq2M2immiU8lyWKapVWloazs7OpKam4uTkpHacEq1c2gNHr3iSD91N5GNf4OEgBVhV2bptG5mZY9DpzJhOjOTe8a+pHUkIUQ5Go5HTp0/TuHFjy1fwou4o6fmtDZ/f9ZF0YxC3pHDYsdwMG9ztrVVOU7d17NCB7OQAADKUYyqnEUIIIWoXKXZFheXl5WFtkw5AWs6t9RcT5afRaMi9VFDsWssQZEIIIUSFSLFbDnPmzLF8TdG2bVv++OOPm7a9ePEiI0aMIDg4GK1Wy7PPPlt9QavJ6QO70FnlAXDZsanKaeoHnUMbAOycL3N440p1wwghhBC1iBS7ZVi2bBnPPvssr7zyCvv376dLly707duXs2fPltg+JycHT09PXnnlFVq1alXNaavH3/sKrmjNzbFFadRB5TT1Q79RT5Od7o5GA8cO/qh2HCFEBcilMXWTPK+1h4zGUIYPPviAxx57jMcffxwoGHh67dq1fPrpp8ycObNY+0aNGjFr1iwAvvjii2rNWl0ys87jDJiynfDycC+zvbh9NnodOZcDsXVMwspLprMUojbQ6/VoNBquXr2Kp6endPmqQxRF4erVq2g0GvR6vdpxRBmk2C1Fbm4ue/fu5aWXXiqyvHfv3mzbtq3S7icnJ4ecnBzL72lpaZW27aqg6AvymbMdCWgiw45VF1NKALAPO4+zpF29gpOnl9qRhBCl0Ol0BAQEcP78eeLj49WOIyqZRqMhICAAnU6ndhRRBil2S5GYmIjZbMbb27vIcm9v7yIDTt+umTNn8vrrr1fa9qqa1q7g4rT8TAcayBi71ebuEc9z/PA69NZGNi5+i4GTY9SOJIQog4ODA82aNcNkMqkdRVQyvV4vhW4tIcVuOdz41ZOiKJX6dVR0dDRTpkyx/J6WlkaDBg0qbfuVrbDYzcu0w99Vit3q0ijAn7jNDdH7ncDsdEbtOEKIctLpdFIUCaEiKXZL4eHhgU6nK3YW98qVK8XO9t4Og8FQq2bFsrIt6MaQnWmDl6MMlF6dci764eh3AhsvKXaFEEKI8pDRGEphbW1N27ZtWb9+fZHl69evp2PHjiqlUleO0YjeJgOARJMzOq1ccFGdPILvJT9fg419Kn98M1vtOEIIIUSNJ8VuGaZMmcL8+fP54osvOHbsGJMnT+bs2bOMHz8eKOiCMGrUqCLrxMXFERcXR0ZGBlevXiUuLo6jR4+qEb/SHd+yHp0uD0WBM85t1Y5T70RGDSU71ReAy0nbVU4jhBBC1HzSjaEMw4YNIykpiRkzZnDx4kXCwsJYs2YNgYGBQMEkEjeOudu6dWvLz3v37uWbb74hMDCwTlyNe/7YdmxagCnHHkNAqNpx6h2ttmA2NXvXC+h9ZDY1IYQQoixS7JbDhAkTmDBhQol/W7BgQbFldXmgaaPpKjaAyeiIv6ud2nHqpfycpsAu7FwvkHA0Dv/mEWpHEkIIIWos6cYgKkT5p7+uOctRRmJQSc/HXyIn2xGtNp/tv8xVO44QQghRo8mZXVEhOruCYjc/y4EAGWNXFW5ODhivBGIIPIzWQ7oyCFETHN68hhNxa1Bsr6BzSENrm46VIRONNg+t1gyA2WxNfp415mwHzFlOKBkuOBjuoOMDT+Ho6qbyIxCi7pJiV1RI4Ri7pgw7AqQbg2pyr/hA4GFsPc+SYzRisJEh4ISoTjk5Ofz65ZsYrY5g7XUGW4drOIeXvo6VPrfgB4fk65ZuYfuehWRf8yXvciCNmvalbb+Hqiy3EPWRFLuiQgrH2M3MsMXHWQostdwROZbE1M1YG7L4dcE79Bs/Xe1IQtQLhzfF8ufxr7Fp8Cc2d6RROEK6okBOlgumVC9Mqc6YM2zIyTGAzo58jY7cPCPW+blY6fOwts/FyiETK+dkbJwvY2VlwsHjHHicI4UtrPp+NrnnQrhnSDReDZqo+niFqAuk2BXllpOTYxlj92quK9ZW0uVbLW3uas+PSwNw8IoniyNqxxGiztu24ksupa3AMeA4LsH5AJjzrMi62gjjBR/2pjYguWl/Ihq60bq9K60aOONooy+2neTMXP6+msHfVzM5cTWDlFOHaHb5N1y8EzH4nsXW6Qr2rhewd73A/qNbyPw5jDuajSUssm91P2Qh6gwpdkW5ndixDp3OjKJo+Ms5Qu049V7uRX/wisfgLf12hagqhzb+zMmzc3BqcAxnl4KRdrJSvcg6fQeXbe/G/84o2vdxY5i7XbmmkXezt8bN3o12jQr76IYCD5KTZyb+aiZbvn4PZ4dj2Df8E2ubTJyD9nEh7yAnvviMZo2eoGX3flX3YIWoo6TYFeV2/tgurO8AU44dtv53qB2n3rN2aAVsxdbpCkc2/USLyPvUjiREnZGRmszaxU/j0Gwvzg1NBcuSAkj5M5jQoa9w16DASr0/g5WOYF8ngp+fwdX0HBbFbsT73Lc4Bx/F1ikR50aHuJA3hT/nLKJr/zfxlO4NQpSbfA8tyi3beBWAPKMD/m5ycZra+o55lux0dzQaOHrge7XjCFFnrP/fu2za1BeX0B1YWZnITncnYWskqd5zeTh6LneFVG6heyNPRwNTRvSl94S5HDB/QsK27mSnu2NlZcI1ZBe7Dw5i5YfPVGkGIeoSObMryk3R/zPGrtGBAH8Zdkxt1nodOZcCsXVMwspLujIIcbuMmZmsWTgOx2a7sdPmk2eyJuVoO/a4jOaFf3XGy6l6L8r1dDTwypA7uZoezhdrd9Jo/3ycmu/HYJuBodVP/PD1nwT5T6Jlt/7VmkuI2kbO7Ipy09hmAmDOssdfxtitEUzX/ACw8zhHeuJVldMIUXsd3vgTa9f0wzl4J1ptPhlXG7Jr+1Aa9P+Q/z7as9oL3et5OhqYOvQeejw5j7/PTyY1viWKAk6+p0gwTuWHD59SLZsQtYEUu6LctLaFs6fZEiCzp9UIdw17FlOuDVZWJn79+m214whRK8V+Es05YzQO7ucxm3UkxnXigtN7TP3363QM8lA7noWHg4GJ48Zyz4PLuLwriuwMV/TWOTi1WseKBf258NefakcUokaSYleUm86mYEKJ3Ewb/OTMbo3QpHFjjIkNATA7/K1yGiFqn+Uxj2MTshxrm0yMWU6c29WXzmM/46m+bWvs8IoeDgYejp6FrUsMKX8XzGTh3PAo+448zOYF/1U5nRA1T818J4sayeqfMXYzsg3YWUt375oi92JBVwYbrzMoiqJyGiFqh5ycHJbPHYZr+Ca02nzSrzRCyZvGY6/MqjXdtHrc05mOQ7/m0o7umHJtsXW4Rq7ffL7/YLza0YSoUaTYFeWScukSeutsABL13iqnEddzadKN/HwNNvapbP1untpxhKjxMtKusWbZYFzv2ANA6t/hBLWbR9TAwSonqzhfFzuGvjiXv46MJCPZD51VHi4R6/n+8wfIzsxUO54QNYIUu6JcjmxZi0YD+flaUn3uVDuOuE7PQY+QneoLwMUrv6mcRoia7dqli2xY/SBOAcdRFA1JhzoQHrWAsKDaO26twUrHxOemku70LqnxYQC4BO1j3eoBnD92SOV0QqhPil1RLkkXjgJgynHA2adqx5gUFaPVasi9GACAtfd5ldMIUXMlnvmL3zY/gqPP3+Tna7my+x7uHDGXIB9ntaNVikd6d6BRjy9J3N+Z/HwtDp7x7P9zHPt/+UHtaEKoSopdUS6m/CQA8rId8HezVzmNuJE5p+AfEDvXC1w8eVTlNELUPEnnz7B152M4esVjNuu4tKsrncZ9TGNPB7WjVao2gW50f+JzErb3xmQyYOd0lYvm19m4KEbtaEKoRopdUT6Gf8bYNTrUmos36pPIR18kJ9sRrTafbas/VjuOEDVK6tXL/LFlLA4e5zCbrbiwswfdxn9EoHvd/Mfd09HAwy9/zIUD95OT7YjBNp1cr8+JnR2tdjQhVCHFriiXwgkl8rPsCXCVqYJrGi83N3KuFJzd1bifVTmNEDVHdmYGG9eOwdErnvx8LRd2dqXnxPdpUMenPNfrtIx9cSaZl8eRleaJXp+D4Y4VrPxwitrRhKh2UuyKctHZFoyxa86ywV8mlKiRci/7AGDreQZTbq7KaYRQn8lk4pdvH8bJ7wSKouHKnnvoPWlWvfqH/YGxE3Gxm05Gkj86XR52Yav54cNn1I4lRLWSYleUi+6fMXZzMw042+pVTiNKEtj5IcxmK6wN2WxcKAPLC7Fq/kicAg8DkLS/Mz2eml0vJ8Tp0rsvAY3fI+NqQ3Q6Mw4tf2bFhxPUjiVEtZFiV5SLlU1BN4asvPpzRqS2ad+pG9lJBaMypOcdVDmNEOr67oNxuATvBiDpyN1EjvsUH2cblVOpp227uwgI/oD0y03QavNxbLmOFTFPqh1LiGohxa4o07ljh9HrcwBItW+gchpxMxqNhtyL/gBYe0u/XVF/rfrwBVzCNwOQerol9zzyGV7O9e+M7o3aRrTGv3kM6RebodUqOIb9yooPnlI7lhBVTopdUaZTezcBkJenRxPQRuU0ojRam1AA7JyucPyPdSqnEaL6bft2Htaha9Bq88m4Gsid936Kj2vdGl7sdtzZqgUB4TGkXfin4A3fwIr3J6kdS4gqJcWuKFNK8mkA8nLscfaRM7s1Wb+xz5Gd7oFGA4f3LVU7jhDV6tzxQyTbfI7e2kh2ujvePq/QwN9X7Vg1TruWIfiFz7J0aXAIX8cPH05WO5YQVUaKXVEmM9cAyMt2xM/NSeU0ojS2BmtyLzUEQOd1TuU0QlSfnJwc9ux9HluHZEy5tqSfH8LdXXuoHavGah8ejHvQ+2RcDUSnM2MftobVn7ykdiwhqoQUu6JMmn8mlMg3OsiwY7VAbnLBEGR27ufIuJakchohqkfsvMdw8j1Ffr6GpL1dGD5xqtqRarwud4bj7P8GmUkB6HR56O/4kXWfval2LCEqnRS7okxa2ywAzFl2MntaLdB2yCRMuTZYWZn4dfFMteMIUeVWffQ8ziE7AEg5dheDXpBZBMurW+eO2Di9TGaKD1ZWuZgbLuWPb+aoHUuISlVjit3jx4/z3//+l3nz5rFt2zbS0tLUjiT+of1n2LH8bAMeDtYqpxFlaXZHMMbEgq4MeXZ/qZxGiKoV98sy9M1+QatVSL8URPP+H2JnbaV2rFqld58+6PInkJ3hirUhizSn+cStX6l2LCEqTY0pdvv27Utubi4pKSl89tlndOvWjeDgYLVjCUD3TzcGk9EajUajchpRHrkX/QCw8TqDoigqpxGiamSnp3MmfTbWhmyyM1zJtZ1Ei0beaseqle4b+jB5yaPINdpjY5fKuYy3OX14j9qxhKgUNebfXx8fH1555ZUiy8xms0ppxPWs/il2c0z1d0D22sY5sBP5+b9hY5/KjhVf0GHIY2pHEqLS/bToCVxDEjCbrbh4pBfjovurHalWGzjmGb7/+BraO5Zh53yVg0efx833O5zdPdWOJsRtqTFndvv06cOiRYuKLNPpdCqlEYWSL11Ab20EwOQgZ0xqi55DH8WYWjDk0vmLm1ROI0Tli/3kZZzvKJghLeVwe0Y+/4bKieqGIU9PJ/VAb8xmHQ4e59i0ZjQ5OTlqxxLittSYYnfXrl288sorBAUFMWLECGbOnMnq1avVjlXvndheUCjl52uxatRe5TSivHRaDbkXC8ZEtvaWIchE3XI6bie6xj//00+3Ca0e+AAbvZwcqSwPvhhD8r5IFEWDo/+frP5itNqRhLgtNabYXbNmDWfPnmXfvn1MmjQJd3d3NmzYoHasei/xwnEATDl2eDRspnIaUREmY0Gxa+d6gYsnj6mcRojKc+Dwaxhs08gx2mPWPkpwgIfakeqcYS/OJflwwQkOl+DdfP/B4yonEuLW1Zhit5CTkxMNGjTgiSeeICYmRu049V6u6SoA5hx7/Dxc1A0jKqTnYy+Sk+2IVpvPttUfqR1HiErx/YdP4Oh3AkXRcC3uHoY8NELtSHWSRqOh//gFpMaHAeAU/hs/xrygciohbk2NK3YBQkJCmDZtGpmZmWpHqfcUq4LnwGy0lzF2axkPV3dyLgcCoHE/q3IaIW7fnp+WYd98CwAppyIY8sIslRPVbbYGPW17zyHjaiBabT6GkDX8tlj2uah9amSxu379etatW0ezZs348ssv1Y5Tr2lsCiaUyDfa4e0kozHUNrlXCi5Ss/U8Q65cZCJqsRyjkfPp89Drc8hOdye443Tpp1sNAgP88fF7lex0d/TWRjKcF3Jyt1z0KmqXGlnsduzYkZ07d/L222/z6quv0rp1azZv3qx2rHpJY5lQwhadVsbYrW2adh2G2WyFtSGbjQveVTuOELds1ZyJOHqdJj9fQ/ZfPWjZsqXakeqN9l26kZ88htwcO2zsUzgWP12mIhe1So0sdguNGjWKEydO0L9/f+677z4GDRrEqVOn1I5Vr+j+KXbN2QaVk4hb0a5DJNlJAQBkKIdUTiPErdkd+zVOLbYBkHaqDQ9MkWmwq9uARyeQcrgvZrMV9u4JrF85Vu1IQpRbjS52ARRFoXfv3jzxxBOsWrWKsLAwnnvuOdLT09WOVi8Uzp6WlytdGGqr3IsFxa61j/TbFbWPyWTiQtb/sNLnkpXmwV39/qt2pHpr+AvvkrS/CwBOgYdZHvOoyomEKJ8aWezOnTuXxx57jPDwcJydnenZsydbt25l4sSJzJkzh7i4OJo3b86ePTKVYVXKz89H/0+xm2/lom4YccusHQquprZzvMrhTT+rnEaIilk1ewIOnmfIz9eS9XckDRoGqh2pXnvw+XlcO9EGAOewLfzwwXMqJxKibDWy2H3zzTdJS0tj9OjRbN68mdTUVHbt2sVHH33E2LFj+fXXX3nqqacYM2aM2lHrtNMH96OzygPANrCFymnErYp6dArZ6R5oNHDswLdqxxGi3I79sRb7kILuC6mnWvPgZOm+oDadVkP3EfNJv9wYrTYf2+Zr+f2bOWrHEqJUVmoHKMm5c2XP+PTYY48xbdq0akhTf8Uf/AMCIC9Pj19YF7XjiFuks9KRe6khto6JWHmfVzuOEOV2/PQsnAKMGDNdaNYhGo1GLpKtCdycnGkS9DpnLz6LrUMyqXZfEX+sA41CW6sdTYgS1cgzu+Xh5eXFxo0b1Y5Rp2VcK+jjmZdjj5+3l8ppxO3IS/EDwM79HOmJV1VOI0TZVn44GaeAPwFIPdqBVq2kkKpJwu/shDbpEUy5BuycEtm/7yVyjEa1YwlRolpb7Go0Grp27ap2jDrNpKQCBbOn+brIBWq1WdfRz2PKtcHKysS6RW+pHUeIUl05fQp90G8ApJ0LZehzMgNgTdTv0X+Rdqgn+fkanHxPEfvFGLUjCVGiWlvsimpgKJhQwmy0x2Alg7fXZt4+DTBeLbiwR3E6rXIaIUq3ZV00Nvap5ObYYu/yKNZW8lFVUz34wkekHOkAgEvwbpZ/8JTKiYQoTo4g4qa0hbOnZdupnERUBtMlfwBsvc+iKIrKaYQo2cYF7+DYNA6A1MPt6X3/EHUDiTINeHI+qeeao9GAY9hmfl3wvtqRhChCil1xU/9f7NqqnERUhoZhfcnP12Bjl8qvX3+sdhwhisnJySHD4Se02nwyEhvSdeyHakcS5WCwMdC6/UwyU7yxssrF6LaE0wd3qR1LCAspdsVN6WwyAMjPkf66dUH7voMxpvoCkHxth8pphCgudvYk7N0SCsbUvdQTX3cntSOJcmocEoZt9ihyc2yxcbjGgcP/JicrW+1YQgBS7JbLnDlzaNy4MTY2NrRt25Y//vij1Pa//fYbbdu2xcbGhiZNmjB37txqSlq5CmdPU8zSjaGuyL3YEACDjwxBJmqWc4f3Yh+yE4C0vyJ46OmXVU4kKqrXw+NJO9KD/HwNjj5/sfrLx9SOJAQgxW6Zli1bxrPPPssrr7zC/v376dKlC3379uXs2ZKnXj19+jT9+vWjS5cu7N+/n5dffplnnnmG77//vpqT356cnBz01gX/lVs7+amcRlQWa+4AwM71IicO7FQ5jRD/b9e2mVjbZJJjdCAwYrKMqVtLDXt+FteO3g2Ac8guVvz3GZUTCSHFbpk++OADHnvsMR5//HFCQ0OJiYmhQYMGfPrppyW2nzt3Lg0bNiQmJobQ0FAef/xxxo4dy3vvvVfNyW/PmQPb0GrzAWgQ0VnlNKKy9Bk3lZxsR7TafPZt+J/acYQA4NevPsCpyQEA0o7cSbv2HVVOJG7HwCe/IC3hDjQaBbvwDWxcINcICHVJsVuK3Nxc9u7dS+/evYss7927N9u2bStxne3btxdr36dPH/bs2YPJZCpxnZycHNLS0orc1HY6bjsAeSZrWrRtr3IaUVmsDTbkXm5U8LOndGUQ6lMUhQyb2IKL0pIC6Dt+ltqRxG2yNljT8s53yErzQK/PIct1MfEH96odS9RjUuyWIjExEbPZjLe3d5Hl3t7eXLp0qcR1Ll26VGL7vLw8EhMTS1xn5syZODs7W24NGjSonAdwGzLSCx5fXq4ddga9ymlEZTInFXRLsfU8S0ZausppRH33/ftP4eB5lvx8LXmXe+DsaK92JFEJgkLC0WePxJRrwNYxkbiD0+SCNaEaKXbL4ca+Y4qilNqfrKT2JS0vFB0dTWpqquV27ty520x8+/I1BRenmXPk4rS65p4Hn8NstsLakM0v895QO46ox66cOYVd6D8XpcW3ZMikV1VOJCrTvcMnkXIkEkXR4Oj3J6v/N17tSKKekmK3FB4eHuh0umJnca9cuVLs7G0hHx+fEttbWVnh7u5e4joGgwEnJ6ciN7VpDAX/gedLsVvneAY2JTvxn28PHP9WN4yo137/aRoG2zRyc+xoEjJR7TiiCjz03GySj7cFwCl0KyveeU7lRKI+kmK3FNbW1rRt25b169cXWb5+/Xo6diz5AooOHToUa79u3TratWuHXl97ugNoDEYAzDkyoURdZLoYAICNT7y6QUS9teunZTgG7Qcg/VhbWnfuoXIiUVXuf2whaZeaoNUq2IavZeNXtXM4TlF7SbFbhilTpjB//ny++OILjh07xuTJkzl79izjxxd8HRMdHc2oUaMs7cePH8+ZM2eYMmUKx44d44svvuB///sfzz//vFoP4ZZobQrO7CpGKXbrosbhA1EUDbYOyaxfIBcEiep3PnExVlYmstM8uPfxGLXjiCpksDHQsvVMsjNcsTZkk+m0kLNHDqsdS9QjUuyWYdiwYcTExDBjxgwiIiL4/fffWbNmDYGBgQBcvHixyJi7jRs3Zs2aNWzevJmIiAj+85//8NFHHzFkSO2a311n+GeqYKNB5SSiKrTtOZCsFB8A0tJ3q5xG1Dc/ffYGTgHHAMg6dRdOTi7qBhJVLii0HVbpw8nL02PnfJm9e17BlJOrdixRT2iUwqunRI2RlpaGs7MzqampqvXfXb3qTmwdkknc25thL5Q8prCo3b77ZARuzXeSmezHgKGlzwooRGX68dtIHDzOknGlEQOGbZAJJOqRZR8+gXv4r2g0kHIwkiHPzlc7UqWqCZ/fojg5sytKZGVdcGZXq3dWOYmoKva2EUDBbGoHNq1RN4yoN75/fxIOHmfJz9dASk8pdOuZYZM/59qJCACcwn5jxdsvqhtI1AtS7Ipirl26hJW+4AI1R58gldOIqtJ37AtkZ7ii0Sic2L9c7TiiHsi4loSh2Q4A0s+Gcf/4aJUTCTUMeHQx6VcC0WrzsW31M5u+ktkcRdWSYlcUc3LXJjQaUBQNAW26qh1HVBGNRkPOpUYA6H3VH9tZ1H2/LJyMrcM18kzWePuMKnsFUScZbGwJa/kWxkxnrA1ZZDh+wbnDR9WOJeowKXZFMYnnCi4cMeXa4uOr/mxuouoomY0BsHM/y6X4UyqnEXVZfNwOHIILpoxNO9GGTv0Gq5xIqCmoxd1oU4cVXLDmcom9e18m15ijdixRR0mxK4rJzkkGwJxrh4udtcppRFXq+9i/yc2xQ2eVxx/L31c7jqjD9u16H721EWOWE216TVM7jqgB+j4ylZTDnVEUcGxwiNVzJ6gdSdRRUuyKYhTd/08VbKWTl0hdZu/kTPblRgDoPKUrg6gaO1ctxKHxQaBgAommISEqJxI1xbAp8y0XrDmG/c4P78oFa6LySSUjirP+Z6pgo0wVXB/kXS2YTc3WK57sjHSV04i6KOHad+h0eWSletH3iRi144ga5v5HF5F2ueCCNZuWP7Np4Ty1I4k6RopdUUzh7Gn5RhuVk4jqcPfASeTl6bE2ZPPL//6jdhxRx6yb/y6O/gXXAWSfuhNnZweVE4maxtrGjvCwt8jOdPnngrUvOXtIZlgTlUeKXVGM1jJ7mhS79UHDZi3ITmwIQL7dXyqnEXVNlt0GtFqFjMQGDH1OpqYWJWva8m5014ZZZljbt/9lmWFNVBopdkUxWpt/it0cmSq4vjBdLBh1w+ATr24QUaesmvUSjj5/oShgutgJrVYmkBA313fUi1w73KXggrWAI6yeO17tSKKOkGJXFKP7Z/Y0c54Uu/VF41aDyM/XYGufwpov31U7jqgDFEUBv+0ApF8KYui/3lQ5kagNHpoyj+Q/2wDg0OIPVr77gsqJRF0gxa4oRv9PsatoZV7v+qJdzyiyU/wAyMzar3IaUResfH8i9u7nyc/Xojf2UTuOqEUGPraItEuN0WrzMbT8mV//N1vtSKKWk2JXFHHxzEl0VnkA6D0DVU4jqlPuhYJ+uwbfsyonEbVdTnYG1kH7AEg915yox6aonEjUJtYGG8LC3yA7wxVrQzbZ7gs5un2L2rFELSbFriji9L6tAJjNVjgHtVY5jahOXp6dALBzvszmFYtUTiNqs59mP4ON01Xy8qzwdH5Q7TiiFmoWdje2xtGYTAZsnRI5GT+D1GspascStZQUu6KIlMsFU8bm5dri7NNI3TCiWt0z/Cmy0zzQaBSunt2gdhxRS127chHbkDgAUuLD6Tr4YXUDiVqrx4NPk3G0N/n5Why8/+LX754o6AsuRAVJsSuKyLluqmBXJxkPs74xXmwEgLXfGXWDiFrrt29exNouldxcG5oFP6V2HFHLDZ0cQ/KhjgA4B+1l+YePqZxI1EZS7IoizNrCYcdscbXTq5xGVDd7fQQAdm4J7F7/k7phRK2TcOoINsFxAKScak2brt3VDSTqhGGTvyLlr1YAuIT/wbL3pQ+4qBgpdkURGv0/s6fl2OBiZ61yGlHd7n3sJbIzXdBq84k/tFztOKKW2fPzm+gNWRiN9tzVNVrtOKIO6TvsC9KvFIzQ4NxiLbH/kwlKRPlJsSuK0BiMQEGxa20lL4/6RqPRYLzYBABrPxmVQZRf/KEd2DQ7AEDqyTY0bdlC5USiLrFzcqFV8H/ITndHb21E67mInRt/VjuWqCWkmhFFaA3/nNk1yoQS9ZW1KRgAW/dzHJDhfkQ5Hfj9Q6ysjWRnOdIlapracUQd1Lh1B1xzx5KbY4uNwzUuJb7Dmb9linNRNil2RRGFxa45R7ow1Fd9Hvs3xmxHdDozf25doHYcUQsc37kem6CDAKSebEuDpk1VTiTqqk4PjMf01/2YzTocPM6xb8szpGVkqh1L1HBS7IoiCqcKzsuVi9PqK4ONjXRlEBVyYt/nWOlzycp0odeDb6gdR9RxAya9Sdqh7iiKBqeA46z/eowMSSZKJcWuKEKnL+izm4edykmEmqwymgFg53GG44cPqpxG1GQHNq7ApukhANJPtMXL31flRKI+GDplLimHC4Ykc2m2j+9mjVY5kajJpNgVFqmJiVj9U+zm23mpnEao6d7HXyXXaI/OKo8DP3+sdhxRg505tRidlYnMdDf6jpmpdhxRjwz910JSTrUBwK3lNpb990mVE4maSopdYXFyzxY0GlAUICBM7ThCRQYHe7IvNwbA2ve8ymlETbVr9UJsGx8GIP3knbi6u6ucSNQ3UY8sJC0hGI1GwTViM9+997zakUQNJMWusEg8dxyAvDwD9j5NVE4j1KZNKXgN/F97dx4eZXmof/w7W2bJMiGEBCKriIAIsgkCinoouIFFbS2iqMceWhUU5NSfWrVyrELVo7WCYqF2U6y0FgSroFQtLoggElFAFlkSwLAomeyzvr8/BuKhKIok8yTz3p/rmovkzczkzntp3nuePPM8gVbb2bxlk+E00hSV7fk7TlecqlArLh7/oOk4YkPegJ+zh/2Wqs/b4nLFyD51Mc8/9gvTsaSJUdmVenXVewGIR/xk5uQZTiOmjbjuF0QjPtyeCKvn/9p0HGli3v7bLPwd1gNQ9ekAsoPaXlzMyCtqR48uv6K2Ih9PRh2ZJ73Agtl68SVfUtmVenGrKvlvxE9eptbZtbtAsAW1ew6uylCoVRnkcF9Uv4zTmaDyQGsuvfEB03HE5k7qPYgOOXdRV51Lhq8a7wl/4cVnfms6ljQRKrtSz6rfKtivrYIl6fMOAAQKt/Pptu1ms0iT8drTD+FvuwGAmm0D8Qf8hhOJQM//GEV+fBLh2my8/gocOXN46e9zTceSJkBlV+o5Mg6uxBDxkZepsisw7Oq7iUUz8GTUseqv/2s6jjQR1dYbOJ0WFZ+fwI8mP2Q6jki9gaOvJvDFj4mEA/izDmC5HmPpokWmY4lhKrtSz1G/VbCP3IA2lRDIyS+k5uCqDN7WOwynkabgld/9ksAJyTcshksG4XK7DCcSOdw5427CXXoF0YgXf85+amMP8NrL/zAdSwxS2ZV6rvqy68Xn0QVMkqz9ybLrL9zK9q3bDKcR0yL+t3E4LEL72nP5LVpXV5qm4T/5OfFtPyAWyyAzt4zqumm8tuRF07HEEJVdqXdoGkM8rFFd+dLwq39BNOLFk1HHyuf1J2s7e2nW3QTabAEgtnsITqcuIdJ0XXTDvcS3XEYsmkFm7h5qaqfx2uIXTMcSA/SbSuq5MmoAiERVduVL2fmF1JR1BsCjqQy2lsh9F4DyPZ34waR7DacR+WYX3ngf8S0/JBr1EgjupSb8K15bOM90LEkxlV2p585ITmMIW5mGk0iT80VyKkOgcCvbNmmDCTt68bHbCBRuw7IcsH+oRnWl2bhwwr1YWy4nGvESyNlHLY/wz+f/bDqWpJB+WwkA+3eV4nZHAagJtDacRpqa4ddNJRL24/ZEWLXwYdNxJMUsy4LWKwEoL+vMpRPvNpxI5NhcMGEqju1jiUZ8+LP3E/b+hqXPzDIdS1JEZVcA2Fa8AoBEwkG0sIfhNNLUZOfmUfvZwakMbTSVwW4W/mYKgfwSLMuBO3QuDofDdCSRY3be9Xfh+uxaIuEAvsxyKur+aTqSpIjKrgDw+a7kn6ZjUR++Vu0Np5GmyFHeBYBAwXY2f/Sh4TSSKlYigfuE1QCU7+7K6BtvN5xI5Lsb/p+34vviekLbe3LeJdphzS5UdgWAutp9AMSjfoI5OYbTSFN0wU+mEqnLxO2O8sErM0zHkRRZ8Ogk/C13kUg48dd9z3QckeN27pUTuPS6F8hqmW86iqSIyq4AEKcq+a+2Cpav4cvKovazkwDIKCoxnEZSIRaNkdFhDQChXd24aPwthhOJiBw7lV1J8iRXYrAifvJUduVruKu6ApDZagdrV75pOI00toW/uQl/i89IJJzkOC40HUdE5DtR2RXgyw0lEmG/tgqWr3XeT+8hXJuNyxVjw1t/Mh1HGlFtbR3ezsm52eWlpzDi6hsMJxIR+W5UdgUAx//ZKjgvUyO78tW8Ph91u5OrMnhP2G42jDSql2dOwh/cQzzuolXmaNNxRES+M5VdAcBZP7KbQQtNY5Cj8MVOAyAzv4TlS+YbTiONobqmDl+XYgBCJT045/L/NBtIROQ4qOwKAM6Du6dFwx78GS7DaaQpu/CGX1BblYfTmWD3JwtNx5FGsPiJm/Dl7Ccec1OUf7npOCIix0VlVwBwepIju5GI23ASaQ7qSpOrMnjbb0nuriVpIxQK4T+5OPnxjp4M+f4VZgOJiBwnlV0BwH2w7NbGA4aTSHNQ1Ho4lgWB3DJe+t0jpuNIA1o6Zwq+rC+IxTyc2HGc6TgiIsdNZVeorgzh9kQACHlbGk4jzcHgy66j+sAJANTFVhpOIw3l88/34+9aDEDFtl70G/59s4FERBqAyq6wdfWK+o8r8noYTCLNSaQ0uSqDv+1mDlRUGk4jDeGNP92KL7OcWDSDbt1+bDqOiEiDUNk9igMHDjBu3DiCwSDBYJBx48ZRXl5+1MfMnz+f8847j/z8fBwOB8XFxSnJejz2bvsYgFg0A09hZ8NppLnoc/Z/EY+78GWGeHX2VNNx5Djt3lVK4OBc3Yqtp9Hz7PPMBhIRaSAqu0cxduxYiouLWbJkCUuWLKG4uJhx444+h626upohQ4bwq1/9KkUpj191ZRkAsaiP3Cy/4TTSXJzUdwg1+zoB4MnbYjiNHK935t2FN1BBNOKl94CbTMcREWkweuv919iwYQNLlixhxYoVDBw4EIA5c+YwaNAgNm7cSNeuXb/ycYfK8Pbt21MV9bhFY1UAJKJ+WrTQ7mny7cU/OwlabyFQtIV1n2yiR7eTTUeS72DH1s1kHpyrW7m1N13OH2I2kIhIA9LI7td49913CQaD9UUX4IwzziAYDLJ8+fIG/V7hcJiKiorDbinlOrh7WsSn3dPkmPzHVXcRjfjwZNTx4cL/NR1HvqNVL/4Sr7+KSNjP6UN/ZjqOiEiDUtn9GmVlZRQUFBxxvKCggLKysgb9XtOnT6+fFxwMBmnXrl2DPv83yggDkIh4ydXuaXIMWhS2ofaz5Jq7/rY7iMUThhPJsdr48YdkHtwtrWrLaXQ8ta/ZQCIiDcx2ZXfq1Kk4HI6j3t5//30AHA7HEY+3LOsrjx+PO+64g1AoVH8rLS1t0Of/Jo76rYJ95KnsyjHy1iRX8Mgs2MbihQsMp5Fjtfb1h8jwVRMJBzj7oqmm44iINDjbzdmdOHEiY8aMOep9OnbsyNq1a9mzZ88RX9u3bx+FhYUNmsnr9eL1ehv0OY/Fl2XXS25Ac3bl2Az7r3v456uv4Mssp7ZkIXCZ6UjyLX244h2yDo3qbu5NwQVdzAYSEWkEtiu7+fn55Ofnf+P9Bg0aRCgUYuXKlQwYMACA9957j1AoxODBgxs7Zko5D5bdeDhDc3blmHm9XmpLuuLr/h7+DpvZXxUmP8vcizf59jatfpy87rWE67IY9sNppuOIiDQK201j+La6d+/O+eefz/jx41mxYgUrVqxg/PjxjBw58rCVGLp168aCBV/+6faLL76guLiY9evXA7Bx40aKi4sbfJ5vQzpUdqORDAIZLsNppDk6sdPFWJaDQHAvr/z2PtNx5FtY8fpLZJ9UDEDN5j7ktUnxewVERFJEZfco5s6dS8+ePRkxYgQjRoygV69ePP3004fdZ+PGjYRCofrPFy1aRJ8+fbjooosAGDNmDH369OHJJ59MafZj4TpYdmujvgafjyz20PfCMVTt6wCAP/gxlmUZTiTfZOfmP+LxhKmrDnLBtY+YjiMi0mhsN43hWOTl5fHMM88c9T7/flG/9tprufbaaxsxVcNzuZNlt8LKMZxEmrPYri5QsJ1A2028u2YDg/ueYjqSfI03Fv2FnE5rAajb1I/MUXmGE4mINB6N7Nrc56VbcHsiyY997Q2nkeZs2JV3EQn78WTUseOfGilsyg7s+ysud4zainxG3vAb03FERBqVyq7N7SheAYBlQUV+d8NppDlr0bottbuS89n9HbZSE4kZTiRf5R9/nEF2h48BCG/pjzcQMJxIRKRxqeza3P7PtgIQi3nJbaE/ZcrxyXEkVy7Jyi/hH39+wnAa+XeWZRF1vILTmaD6QBtGTnzYdCQRkUansmtztdVfABCP+mihDSXkOH3vx7dRU16Iw2HhCDfsttpy/P7++P1kt/0EgHjJQLw+n+FEIiKNT2XX5uJWDQCJiI8WWmNXGkC49GQAAh02sXH7bsNp5JBYPIE77y0cDouqfe255BaN6oqIPajs2pzlDgMQj/ppod3TpAEMGH4zsZgHXyDEB89pzd2mYv6vbye79RYAXJ+fZTiNiEjqqOzanSdZdq2IVyO70iDan9KX6t3JbWcDHTYTiycMJ5KacBRvu1UAVJR1ZuSN9xpOJCKSOiq7NufISJbdRFhzdqXh+OpOByDQahuL5zbdDVXsYuEjU8hqVYJlOciJnGc6johISqns2pzDm9xQIhH2kqeyKw3kwut/QXV5IU6nRaT6X6bj2NrO/QfI7PoBAJU7uzLs2v82nEhEJLVUdm3OeXCr4HjYQ26m5uxKwwnv6AZAoMMnlJSUGE5jX2/+/lYyc8tIxF20z7vCdBwRkZRT2bU5p6cWgGjYQ7ZXu0dLwxk6+g6iUS8ZvmrefU5zRE1Yu3ELwe4HR3W39aLfqKsMJxIRST2VXZtzHRzZDUc8OBwOw2kknRR26kJNaXJ019dxC5ZlGU5kP58s/h98mSGiES99+txsOo6IiBEquzbn8iTLbm3CbziJpKOgO7nEVWbLUhbNesBwGnt5459LyOm2BoCqzX3pdPpQw4lERMxQ2bWxqopy3O4oABXuFobTSDoadu0tVH/eFocDYt73TMexDcuy+OLTp/Bk1BKuzWHYD6abjiQiYozKro3t3LC2/uOqFicZTCLpLFJ6CgBZbT9h+etLDaexh0V/nEX2icn/v2s29qdFm3aGE4mImKOya2N7t64DIBbNwF3QyXAaSVcXjX+Qupoc3J4Iuz76s+k4aS8WT5BwLsblilETKmDUjTNMRxIRMUpl18aqyncDEI95yc7ONRtG0pY/O5vabT0ACHT+mA3bSw0nSm/PP3on2W03ABArGYzX5zOcSETELJVdG4tEQgDEo15aZHoNp5F01n/oTcRiHnyBCornaRmyxlJdF8HXdiUOh0Xl3o5cMulh05FERIxT2bWxODUAJKI+WmRq9zRpPB1PG0h1aXcAMjtvZNeBGsOJ0tPCRyeR3Wo7luUgO3Kh6TgiIk2Cyq6ducIAWFEvLQLaPU0aV0HmBViWg8y8Xfzzt3eZjpN2tu3YTs4pqwCoLOnBsKu1LbCICKjs2tvBDSUSEa9GdqXRnTnmJ1TvTb4RMrtoI/sqw4YTpZdVL9yFP+sAsaiX7l0mmI4jItJkqOzamMMTAcCKeGkRUNmVxuf+vB8A2UWbWPjUo2bDpJGlC/9KTrfktsBVm/rR7cwRhhOJiDQdKrs25jw0shv2kKeyKylw4YTp1IQKcToT5GWtJFQTNR2p2YvFE1R+PhePJ0xtVQvOG6M3pYmI/F8quzbm8CT/jJyIeMj2uQ2nETtwOBxEt58GQGb7dcx77jnDiZq/v/76LnI6JNfMjm4ZTFarAsOJRESaFpVdG3MeLLuxiBun02E4jdjFRdc/TG1VC9zuKHnhf1AdjpmO1Gzt2HOArPbLk0uN7evAJVMeMx1JRKTJUdm1MacnOY0hGtOorqSO1x+gbmsvALI6fcRfFr1qOFHzZFkWy/9wK5n5pSQSTnJj3zcdSUSkSVLZtTHXwZHdiOU3nETsZvjY+wjXZuPJCJPz2TPUReOmIzU7i5YsJdjzfQAqt/fknCsnGU4kItI0qezaVF1NLW53cjWGsDvXbBixnWBBEbVbk3N3s076mL8tWWY4UfNSFY4RLZmN119JJBzg9EF3m44kItJkqezaVMn6YhwOC4BIXgfDacSOzhx1N9GIH6+vGu+WPxKNJ0xHajae+809BDt/CEDthsG069HHcCIRkaZLZdem9mxdD0A87sbT5mTDacSOCjueRPWnB0d3u37Ii6+8YThR8/DBp2UUdHoLpzNB1f52jJw4w3QkEZEmTWXXpiq/KAUgHvXiz2lpOI3Y1eALfkEkHMDrqyK++Q8kEpbpSE1aPGGx8e8/J7PlLhIJJ3mR0WRkaI1sEZGjUdm1qXBdOQDxmJdgVpbZMGJbbU7sSvWW3gBknfwhLy3RygxHM3fuXHJ7rgIg9GkfzrpqstlAIiLNgMquTSWsmuS/UR8tMjUyJOacfckvidRlkuGtoe7TP2FZGt39Knsq6siK/i15nmpyGHreNNORRESaBZVdu3If3Co44qVFwGM4jNhZq7YdqdncF4DsLh+y5KWFhhM1TUtmTCGnw8cAxLeeQ0HHkwwnEhFpHlR27ergGrtW1KuRXTHue2N/dXDd3TqqS/+i0d1/88rr/yK/1wocDqjc1ZWLb/616UgiIs2Gyq5NOTzJNXYTkQxaBFR2xaxgq9bUbO4PQE7nYpY8+5ThRE1HbSRO1ZaZ+DJDRMJ+up3436YjiYg0Kyq7NuXIODiyG/ES9Gsag5g36oaZ1FS0wuWOURdbSCSmdXcB5j/8M4KdiwGo+eRMug0ZZjaQiEgzo7JrU4fKbiLiweV0GE4jAl6vj9i2wQBkt93Ac4/cbjiReR8Uf0jwlHdwOCwq95zIpZNnmY4kItLsqOzalMuTfINaPOI2nETkS5fc8giVezvhcFgEO65k7Y59piMZE4kl2LriPvzZnxOLZtA+/3ocDr0wFRE5Viq7NuVwJ0d241HN15WmJS/6fRIJB1n5pXw09w7bTmeY99BkcrusAaBqwxD6Dr/McCIRkeZJZdemDo3sRi2v4SQihxs67iYqS04FILfXan4/b5HhRKn3/MKF5PV8Kzl9oewkLp00x3QkEZFmS2XXhiKRCO6DS48lPNmG04gcqU+/O4mE/fgCFbSqeJaPd4VMR0qZ9bvKcZX/Dl+ggkhdJt07/j9NXxAROQ4quza0d8cWnM7kn4atnDaG04gcqdNpp1OzcRAAOV3W8OrvfmmL6QyhmijFf/oZOe3WAxDeNIyug7X6gojI8VDZtaFdmz4CIJFw4G5zsuE0Il9t5A0zqf7iBJzOBJ27v8+Ml4tNR2pUiYTFHx79JXl9lwNQvr0noydr8wgRkeOlsmtDFXtKAIjHvOTktzacRuSreb1esqsvJZFwkpVfygkbZ6T1dIbHXvgXJ3Z7DU9GmNrKlpw14lHTkURE0oLKrg3V1iSXc4pHvQSCLQ2nEfl6514zmYpP+wDQotd7/PWpx9NyOsPrn+yh/RczyMwtIxbzEKy6hoK2HU3HEhFJCyq7NhSLVwGQiPnIy/IbTiNydP8x+lFqK1vi9oTpe/JrzFj8oelIDWrH59XsXnAnwROTP1f1urM568oJhlOJiKQPlV0bshzJZccSES8tAtoqWJq2FoVFeMouJpFwkl2wnaKNj6bNdIbaSJwFM39Bq77vAFC+41QuveW3hlOJiKQXlV07OrihhBX10iJTm0pI03feT++iYks/APJ6vcfrc5r/6gyWZTFj1pN06fsGbk+EmlAB557/uOlYIiJpR2X3KA4cOMC4ceMIBoMEg0HGjRtHeXn5194/Go1y22230bNnTzIzMykqKuLqq69m9+7dqQv9bbgjACSiGeT6NbIrzcP5Y2ZREyrA7Y7S6bR3mPP8y6YjHZenF79D1zZ/w5cZIlKXSTv/z8hr09Z0LBGRtKOyexRjx46luLiYJUuWsGTJEoqLixk3btzX3r+mpoYPPviAu+++mw8++ID58+ezadMmLr744hSm/mYOT7LsWtEM3C79JyDNQ2ZuC/L4KbFoBoHgXlpXP8XHpV+YjvWdrNryGVmfPUxWfinxuAtKLqP3+doOWESkMbhNB2iqNmzYwJIlS1ixYgUDBw4EYM6cOQwaNIiNGzfStWvXIx4TDAZZunTpYcdmzJjBgAEDKCkpoX379inJ/k0ch3ZPi2hUV5qXIZdcy/xfryJ42hJyO61l7dxbOflnc8hwN58XbXtDtWxb/N+07LEWgMp153LZ5HsMpxIRSV/N5wqRYu+++y7BYLC+6AKcccYZBINBli9f/q2fJxQK4XA4yM3N/dr7hMNhKioqDrs1Juehkd2IXutI83PpLY9Tsb0nAC37vsNzD92GZVmGU3071eEYr8++kZY93gOgfNPpXDZZb0gTEWlMKrtfo6ysjIKCgiOOFxQUUFZW9q2eo66ujttvv52xY8eSk5PztfebPn16/bzgYDBIu3btvnPub8N5aGQ3prIrzdO5o35L9YE2uN1R8nu9yqzHHiaeaNqFd1d5LQv+9wZa9nkbgNCOUxl13Z8NpxIRSX+2K7tTp07F4XAc9fb+++8D4HA4jni8ZVlfefzfRaNRxowZQyKR4Iknnjjqfe+44w5CoVD9rbS09Lv9cN+Sw32o7GoagzRPua0K6VxwF+HaHLz+Ktq2m8+9M5+iLho3He0rrd5xgNdm3kTBgGU4nQkqyjpzwQ+eISNDq6GIiDQ22w3tTZw4kTFjxhz1Ph07dmTt2rXs2bPniK/t27ePwsLCoz4+Go1y+eWXs23bNl5//fWjjupCcltUr9f7zeEbiOvQyK6Vuu8p0tB6nHU++/60gXCb2WTm7qFv9FmmPOrh/huvaFJL6i34oJTql+6h9Rlv43LFqd7fjnPO/T3+7GzT0UREbMF2ZTc/P5/8/PxvvN+gQYMIhUKsXLmSAQMGAPDee+8RCoUYPHjw1z7uUNHdvHkzb7zxBi1bNr3teF0Hlx5zZGQaTiJyfM655hYWzfwMR9cXyGq1gxGxZ7nh1y4euvFS2uUFjGZLJCwefvUT2qx+kIIz3sHlilO1rz1DhvyRFlpiTEQkZWw3jeHb6t69O+effz7jx49nxYoVrFixgvHjxzNy5MjDVmLo1q0bCxYsACAWi/GDH/yA999/n7lz5xKPxykrK6OsrIxIJGLqRzlMxYHPcbliAHhy2xhOI3L8Lp74INXrzyeRcJDdZgs/6jiX63/zVz7aaW6XtepwjBufWUX79dNofcZbuFxxKvd14Mwhfya/bQdjuURE7Ehl9yjmzp1Lz549GTFiBCNGjKBXr148/fTTh91n48aNhELJi+rOnTtZtGgRO3fupHfv3rRp06b+diwrODSmnes/rP84p303g0lEGs4lkx6jct1wLMtBTtEmfnLK0/z8iWd5Y+PelGfZXV7L1Y+9zPDah8jvvRyHw6JydxfOOfdZWrZt3DefiojIkRxWc1mzx0YqKioIBoOEQqFvnO97rJY99ySxgoeIxTzktV/C6d06Nujzi5g0/9EJZJ/6Kk5ngury1ry96kz6XTqBH52emjWu15Qc4Jk5j3FWjzfJLtgOQPmnfRg57hm8Pl9KMoiIOY15/ZbvTiO7NlNzILlsWiKWQU4wz3AakYZ16eTHqVs/mljMQ2ZuGeeetZjqF6fy6KsbGn0t3oVrSljzu58x7IwXyC7YTiLhpPzjoVw2/nkVXRERg1R2bSYcLgcgHvPSIqvpvGNdpKGMuvkhMvbcQF1NkAxfNe2GvkW7Tffyyz8uJBpPNPj3q4vGmfXM88RW3UL7s5fh9VcQrssivvkqLrv5Dw3+/URE5NjYbjUGu4tbtQAkol5y/Sq7kp7OHTeJT4sH8/Ent5NVsJ3cU1bSJ7SdP9+3FNewKZx5ciGdW2V+qzWzv0qoJsrrG/fw1up19Nv7HO17foivKDl3v7KsM9273EXXC4c25I8kIiLfkcquzVjOQxtKeMlwa2Bf0lfn3qfTtvvL/GP2DWR1XU4guJcOZy6hcttWFr/cjoVZI+ndpQNndclnyEn55Gcdfd3pz0K1LF2/h1fX7WHn5rWMz36Hc7p/SuaJuwGIRnzUfDKUSyY98Z1LtIiINDyVXbvxJJdAs6Ia1ZX05/V6ueym37PqxXns2v87sltvJeeETXQv2kS7/Vuo3dyBZ97vyiRHT7q3yeGsLvmceVI+Azrl4XU7+XRfFa+s28Or68rYsXMnl1rv8f22e/AP2Yw/6wsAEgknldt70avfzzjp/EGGf2IREfl3Krs24zi4e5oVUdkV+zh91I84nR+x+Mn/IdLydbJa7iS71Q6yW+1gfHw5Vx0oInagJbGPM9n+vpPNcTdOh4MMT5SCzAjX5lbgGVxWX3AB4nE3VTu70S5/DMP/6wqDP52IiByNyq7NODSyKzZ2wfX3APfw2tzHCUWW4i/cSoavmqz8Esgv+VbPUV3emtjuzvQ640ZOGn5G4wYWEZHjprJrM86DZTcR8RhOImLOsCsnABMI19Txr7/8msq6Dbhz9uMMVODKqMHhioHlJBH3EK/NIV4VhKo2dOtzCadc+j3T8UVE5Bio7NpM/TSGqMquiDfg47wf32E6hoiINCK9Hd9mDo3sWnGVXREREUl/Krs243TXJT+Ia86uiIiIpD+VXZtxupMjuw5PpuEkIiIiIo1PZddmXAfLri8r33ASERERkcansmsj+0q24XLFAcht19lwGhEREZHGp7JrIzvXrwbAsqD9qQMMpxERERFpfCq7NrJ316cAxGMZtG5zguE0IiIiIo1PZddGaio/B5Jl1+dxGU4jIiIi0vhUdm0kFq8CIBHzGk4iIiIikhoqu3biSO6eloiq7IqIiIg9qOzaiTsKaGRXRERE7ENl10Ych7YKjmr3NBEREbEHlV0bUdkVERERu1HZtZH6shvRNAYRERGxB5VdG3E4LBIJJ4mox3QUERERkZRwmw4gqXPJ1S9hJRLUDKwyHUVEREQkJTSyazMOp5PM7BzTMURERERSQmVXRERERNKWyq6IiIiIpC2VXRERERFJWyq7IiIiIpK2VHZFREREJG2p7IqIiIhI2lLZFREREZG0pbIrIiIiImlLZVdERERE0pbKroiIiIikLZVdEREREUlbKrsiIiIikrZUdkVEREQkbblNB5AjWZYFQEVFheEkIiIi8m0dum4fuo5L06Cy2wRVVlYC0K5dO8NJRERE5FhVVlYSDAZNx5CDHJZefjQ5iUSC3bt3k52djcPhaLDnraiooF27dpSWlpKTk9NgzytH0rlODZ3n1NB5Tg2d59RozPNsWRaVlZUUFRXhdGqmaFOhkd0myOl00rZt20Z7/pycHP0iTRGd69TQeU4NnefU0HlOjcY6zxrRbXr0skNERERE0pbKroiIiIikLZVdG/F6vdxzzz14vV7TUdKeznVq6Dynhs5zaug8p4bOs/3oDWoiIiIikrY0sisiIiIiaUtlV0RERETSlsquiIiIiKQtlV0RERERSVsquzbyxBNP0KlTJ3w+H/369eOtt94yHSmtTJ8+ndNPP53s7GwKCgoYPXo0GzduNB0r7U2fPh2Hw8HkyZNNR0lLu3bt4qqrrqJly5YEAgF69+7N6tWrTcdKK7FYjLvuuotOnTrh9/s58cQTuffee0kkEqajNWtvvvkmo0aNoqioCIfDwQsvvHDY1y3LYurUqRQVFeH3+znnnHNYt26dmbDSqFR2bWLevHlMnjyZO++8kzVr1nDWWWdxwQUXUFJSYjpa2li2bBkTJkxgxYoVLF26lFgsxogRI6iurjYdLW2tWrWK2bNn06tXL9NR0tKBAwcYMmQIHo+HxYsXs379eh5++GFyc3NNR0srDzzwAE8++SQzZ85kw4YNPPjggzz00EPMmDHDdLRmrbq6mtNOO42ZM2d+5dcffPBBHnnkEWbOnMmqVato3bo1w4cPp7KyMsVJpbFp6TGbGDhwIH379mXWrFn1x7p3787o0aOZPn26wWTpa9++fRQUFLBs2TKGDh1qOk7aqaqqom/fvjzxxBPcd9999O7dm0cffdR0rLRy++2388477+ivQI1s5MiRFBYW8tRTT9Ufu+yyywgEAjz99NMGk6UPh8PBggULGD16NJAc1S0qKmLy5MncdtttAITDYQoLC3nggQf46U9/ajCtNDSN7NpAJBJh9erVjBgx4rDjI0aMYPny5YZSpb9QKARAXl6e4STpacKECVx00UV873vfMx0lbS1atIj+/fvzwx/+kIKCAvr06cOcOXNMx0o7Z555Jq+99hqbNm0C4MMPP+Ttt9/mwgsvNJwsfW3bto2ysrLDroter5ezzz5b18U05DYdQBrf/v37icfjFBYWHna8sLCQsrIyQ6nSm2VZTJkyhTPPPJNTTz3VdJy089xzz/HBBx+watUq01HS2tatW5k1axZTpkzh5z//OStXruTmm2/G6/Vy9dVXm46XNm677TZCoRDdunXD5XIRj8e5//77ueKKK0xHS1uHrn1fdV3csWOHiUjSiFR2bcThcBz2uWVZRxyThjFx4kTWrl3L22+/bTpK2iktLWXSpEm8+uqr+Hw+03HSWiKRoH///kybNg2APn36sG7dOmbNmqWy24DmzZvHM888w7PPPkuPHj0oLi5m8uTJFBUVcc0115iOl9Z0XbQHlV0byM/Px+VyHTGKu3fv3iNe1crxu+mmm1i0aBFvvvkmbdu2NR0n7axevZq9e/fSr1+/+mPxeJw333yTmTNnEg6HcblcBhOmjzZt2nDKKaccdqx79+78/e9/N5QoPd16663cfvvtjBkzBoCePXuyY8cOpk+frrLbSFq3bg0kR3jbtGlTf1zXxfSkObs2kJGRQb9+/Vi6dOlhx5cuXcrgwYMNpUo/lmUxceJE5s+fz+uvv06nTp1MR0pLw4YN46OPPqK4uLj+1r9/f6688kqKi4tVdBvQkCFDjlg+b9OmTXTo0MFQovRUU1OD03n45djlcmnpsUbUqVMnWrdufdh1MRKJsGzZMl0X05BGdm1iypQpjBs3jv79+zNo0CBmz55NSUkJ119/veloaWPChAk8++yzLFy4kOzs7PqR9GAwiN/vN5wufWRnZx8xDzozM5OWLVtqfnQDu+WWWxg8eDDTpk3j8ssvZ+XKlcyePZvZs2ebjpZWRo0axf3330/79u3p0aMHa9as4ZFHHuG6664zHa1Zq6qqYsuWLfWfb9u2jeLiYvLy8mjfvj2TJ09m2rRpdOnShS5dujBt2jQCgQBjx441mFoahSW28fjjj1sdOnSwMjIyrL59+1rLli0zHSmtAF95+8Mf/mA6Wto7++yzrUmTJpmOkZZefPFF69RTT7W8Xq/VrVs3a/bs2aYjpZ2Kigpr0qRJVvv27S2fz2edeOKJ1p133mmFw2HT0Zq1N9544yt/J19zzTWWZVlWIpGw7rnnHqt169aW1+u1hg4dan300UdmQ0uj0Dq7IiIiIpK2NGdXRERERNKWyq6IiIiIpC2VXRERERFJWyq7IiIiIpK2VHZFREREJG2p7IqIiIhI2lLZFREREZG0pbIrIiIiImlLZVdEJIUmT57M6NGjTccQEbENlV0RkRRatWoVAwYMMB1DRMQ2tF2wiEgKRKNRMjMziUaj9ccGDBjAe++9ZzCViEj6c5sOICJiBy6Xi7fffpuBAwdSXFxMYWEhPp/PdCwRkbSnsisikgJOp5Pdu3fTsmVLTjvtNNNxRERsQ3N2RURSZM2aNSq6IiIpprIrIpIixcXFKrsiIimmsisikiIfffQRvXr1Mh1DRMRWVHZFRFIkkUiwdu1adu/eTSgUMh1HRMQWVHZFRFLkvvvuY968eZxwwgnce++9puOIiNiC1tkVERERkbSlkV0RERERSVsquyIiIiKStlR2RURERCRtqeyKiIiISNpS2RURERGRtKWyKyIiIiJpS2VXRERERNKWyq6IiIiIpC2VXRERERFJWyq7IiIiIpK2VHZFREREJG2p7IqIiIhI2vr/GBKiaUllgQoAAAAASUVORK5CYII=", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure()\n", + "for schema in [euler_explicite, heun, runge]:\n", + " plt.figure()\n", + " for s in range(2,11):\n", + " h=1/(2**s)\n", + " t, y_app = schema(t0, T, y0, h, f3)\n", + " plt.plot(t, y_app, label=f'h={h}')\n", + "\n", + " plt.legend(fontsize=7)\n", + " plt.xlabel(f'$t$')\n", + " plt.ylabel('$y^n$')\n", + " plt.title(f'Solutions approchées de (P) obtenus avec {schema.__name__} pour différentes valeurs du pas h')" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "image/png": 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", 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "for schema in [euler_explicite, heun, runge]:\n", + " H, E = [], []\n", + " plt.figure()\n", + " for s in range(2,11):\n", + " h=1/(2**s)\n", + " t, y_app = schema(t0, T, y0, h, f3)\n", + " E.append(np.max(np.abs(yex3(t) - y_app.ravel())))\n", + " H.append(h)\n", + " \n", + " H, E = np.array(H), np.array(E)\n", + " plt.plot(np.log(H), np.log(E), '+-', label='erreur')\n", + " plt.plot(np.log(H), np.log(H), '-', label='droite pente 1')\n", + " plt.plot(np.log(H), 2*np.log(H), '-', label='droite pente 2')\n", + " plt.plot(np.log(H), 3*np.log(H), '-', label='droite pente 3')\n", + " \n", + " plt.legend()\n", + " plt.title(f'Erreur pour la méthode {schema.__name__} en echelle logarithmique : log(E) en fonction de log(h)')\n", + " plt.xlabel(f'$log(h)$')\n", + " plt.ylabel(f'$log(E)$')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Exercice 3. Problèmes raides**\n", + "\n", + "Nous nous intéressons ici au cas du modèle de Van der Pol :\n", + "\n", + "- Le modèle de Van Der Pol \n", + "$$\n", + "(P)\\ \\ \\ \\ \n", + "\\begin{cases}\n", + "y''(t) = (a-y(t)^2) y'(t) - y(t),\\\\\n", + "y(0) = \\frac{1}{10},\\ \\ y'(0) = 1, \n", + "\\end{cases}\n", + "$$\n", + "dont la solution analytique on ne sait pas calculer, même si elle existe (c'est une conséquence du théorème de Cauchy-Lipschitz). On prendra $a=5$ ou $a=8$, $[t_0,t_f] =[0, 20]$ dans les tests numériques.\n", + "\n", + "**Remarque :** *il n'est pas simple de définir ce que c'est une équation raide. Il s'agit d'équations dont les solutions présentent de grandes variations initiales ou de systèmes d'équations où les échelles de variation des différentes inconnues sont très différentes. Il s'agit d'équations qui sont en général difficiles d'approcher avec des schémas explicites d'ordre bas.*\n", + "\n", + "**Question 1.** Écrivez $(P)$ sous la forme d'un système différentiel de deux équations d'ordre 1. \n", + "\n", + "**Question 2.** Testez tous les schémas explicites proposés lorsque l'on prend $a=8$, $t \\in [0, 20]$ et $h=0.1,\\, 0.05,\\, 0.025$ ? Recommencer avec $a=5$. Commentez les résultats obtenus.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_536/3007116115.py:7: RuntimeWarning: overflow encountered in scalar multiply\n", + " return np.array([Y[1], (a - Y[0]**2) * Y[1] - Y[0]])\n", + "/tmp/ipykernel_536/3007116115.py:7: RuntimeWarning: overflow encountered in scalar power\n", + " return np.array([Y[1], (a - Y[0]**2) * Y[1] - Y[0]])\n", + "/tmp/ipykernel_536/3996006130.py:8: RuntimeWarning: invalid value encountered in add\n", + " y[n+1] = y[n] + h * f(t[n], y[n])\n", + "/tmp/ipykernel_536/3996006130.py:20: RuntimeWarning: invalid value encountered in add\n", + " y[n+1] = y[n] + h/2 * (p1 + p2)\n" + ] + }, + { + "data": { + "image/png": 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", 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "a = 5\n", + "t0, T = 0, 20\n", + "H = [0.1, 0.05, 0.025]\n", + "Y0 = np.array([1/10, 1])\n", + "\n", + "def P(t, Y):\n", + " return np.array([Y[1], (a - Y[0]**2) * Y[1] - Y[0]])\n", + "\n", + "for schema in [euler_explicite, heun, runge]:\n", + " plt.figure()\n", + " for h in H:\n", + " t, y_app = schema(t0, T, Y0, h, P)\n", + " plt.plot(t, y_app[:,0], '+ ', label=f'Solution approchée pour h={h}')\n", + " plt.legend()\n", + " plt.title(f'Solutions approchees pour differents pas h par {schema.__name__}')\n", + " " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Exercice 4. Méthodes multi-pas.** Les méthodes multi-pas, comme la méthode d'Adams-Bashforth, utilisent d'autres points que $(t^n,y(t^n))$ pour calculer une valeur approchée de $y(t^{n+1}).$ L'intérêt de ces méthodes est d'obtenir des méthodes d'ordre élévé pour une compléxité inférieure que les méthodes de Runge-Kutta.\n", + "\n", + "Reprendre les questions de l'exercice précédent pour le schéma d'Adams-Bashforth. On remarque qu'il faut calculer $y^1$ par une autre méthode, on utilisera alors la méthode de Heun. Essayer d'établir numériquement l'ordre de la méthode. \n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.8" + }, + "toc": { + "base_numbering": 1, + "nav_menu": {}, + "number_sections": true, + "sideBar": true, + "skip_h1_title": false, + "title_cell": "Table of Contents", + "title_sidebar": "Contents", + "toc_cell": false, + "toc_position": {}, + "toc_section_display": true, + "toc_window_display": false + }, + "varInspector": { + "cols": { + "lenName": 16, + "lenType": 16, + "lenVar": 40 + }, + "kernels_config": { + "python": { + "delete_cmd_postfix": "", + "delete_cmd_prefix": "del ", + "library": "var_list.py", + "varRefreshCmd": "print(var_dic_list())" + }, + "r": { + "delete_cmd_postfix": ") ", + "delete_cmd_prefix": "rm(", + "library": "var_list.r", + "varRefreshCmd": "cat(var_dic_list()) " + } + }, + "types_to_exclude": [ + "module", + "function", + "builtin_function_or_method", + "instance", + "_Feature" + ], + "window_display": false + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/Méthodes Numériques/TP1_Equation_de_Poisson.ipynb b/Méthodes Numériques/TP1_Equation_de_Poisson.ipynb new file mode 100644 index 0000000..ae0b733 --- /dev/null +++ b/Méthodes Numériques/TP1_Equation_de_Poisson.ipynb @@ -0,0 +1,987 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "$$\\newcommand{\\nr}[1]{\\|#1\\|}\n", + "\\newcommand{\\RR}{\\mathbb{R}}\n", + "\\newcommand{\\N}{\\mathbb{N}}\n", + "$$\n", + "### MEU357 - Méthodes numériques pour les équations différentielles. 2022/23.\n", + "\n", + "# TP1 - La méthode des différences finies pour l'équation de Poisson.\n", + "\n", + "**Remarques importantes** : Dorénavant vous allez programmer des méthodes numériques pour résoudre de manière approchée des EDP, et la complexité de vos programmes augmentera au fur et à mesure. Il faut veiller à respecter les points suivants:\n", + "\n", + "- Vos programmes doivent être ***souples***, ce qui veut dire qu'on devra pouvoir changer les données du problème sans avoir à tout refaire et même modifier facilement les programmes pour les adapter à un problème plus complexe (avec d'autre type de données, par exemple). Vous devrez donc utiliser des variables pour définir vos données, éventuellement des fonctions externes définies en dehors du programme principal, etc...\n", + "\n", + "- Vos programmes doivent être ***lisibles et compréhensibles*** par quelqu'un d'autre que vous et par vous mêmes si vous y revenez quelques jours plus tard. Il faut donc utiliser des noms cohérents pour les variables, des commentaires pour expliquer le programme, des titres et légendes pour vos graphiques, etc...\n", + "\n", + "Le principe de la **méthode des différences finies** est d'approcher la solution $u$ d'une équation différentielle en un ensemble discret de points du domaine de $u,$ en remplaçant les dérivés de $u$ en ces points par des *quotients de différences finies* qui les approchent. Par exemple, on a pour une fonction $u$ d'une seule variable que sa dérivé en un point $x$ de son domaine vérifie\n", + "\n", + "$$\n", + "u'(x)=\\lim_{h\\to0}\\frac{u(x+h)-u(x)}{h}=\\lim_{h\\to0}\\frac{u(x)-u(x-h)}{h}=\\lim_{h\\to0}\\frac{u(x+h)-u(x-h)}{2h}=\\dots,\n", + "$$\n", + "\n", + "et on peut donc approcher $u'(x)$ par les quotients\n", + "\n", + "$$\n", + "\\frac{u(x+h)-u(x)}{h},\\ \\frac{u(x)-u(x-h)}{h},\\ \\frac{u(x+h)-u(x-h)}{2h},\\dots,\n", + "$$\n", + "\n", + "avec $h\\,$ *petit*.\n", + "\n", + "On verra aussi que si $u$ est deux fois dérivable au point $x,$ alors\n", + "\n", + "$$\n", + "u''(x)=\\lim_{h\\to0}\\frac{u(x+h)-2u(x)+u(x-h)}{h^2}.\n", + "$$\n", + "\n", + "On peut donc aussi approcher $u''(x)$ par le quotient de différences finies\n", + "\n", + "$$\n", + "\\frac{u(x+h)-2u(x)+u(x-h)}{h^2},\n", + "$$\n", + "\n", + "avec $h$ *petit*.\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Exercice 1. L'équation de Poisson en dimension 1 d'espace avec conditions aux limites de Dirichlet homogènes. \n", + "\n", + "On s'intéresse à la résolution approchée, par la méthode des différences finies, d'un problème aux limites pour l'équation de Poisson en dimension $1$ d'espace sur $\\Omega=]0,1[$, avec conditions aux limites de Dirichlet homogènes\n", + "\\begin{equation}\n", + "(P)\\ \\ \\ \\ \\ \\begin{cases}\n", + "-u''(x)=f(x),\\ \\,x\\in]0,1[,\\\\\n", + "u(0)=0,\\ \\,u(1)=0,\n", + "\\end{cases}\n", + "\\end{equation}\n", + "où $f\\in\\mathcal{C}^2(\\RR)$ est donnée.\n", + "\n", + "L'idée de la méthode des différences finies pour approcher le problème de Poisson (P) est alors la suivante :\n", + "- Discrétiser le domaine $\\overline{\\Omega}$ ($=[0,1])$ (*le remplacer par un ensemble discret de points*) ;\n", + "- Remplacer l'opérateur différentiel $u\\mapsto u''$ par l'opérateur aux différences discret\n", + " $$u\\mapsto \\frac{u(x+h)-2u(x)+u(x-h)}{h^2}$$\n", + " aux points de la discrétisation.\n", + "\n", + "--------------------------------------------------------------------------------------------------------------\n", + "\n", + "**Question 1.** \n", + " Supposons que $f$ est de classe $C^2$. On peut montrer que la solution $u$ de (P) est alors de classe $C^4$ sur $[0,1]$. Montrer qu'il existe une constante $C>0$, qui ne dépend que de $f$, tel que pour tout $x\\in]0,1[$ et pour tout $h>0$ tel que $x\\pm h\\in]0,1[$ on ait\n", + " \n", + " $$\n", + "\\Big|u''(x)-\\frac{u(x+h)-2u(x)+u(x-h)}{h^2}\\Big|\\leq Ch^2.\n", + " $$\n", + "\n", + "En particulier, la constante $C$ est indépendante de $h$. \n", + "\n", + "Ce résultat indique que l'opérateur discret est une approximation *d'ordre 2* de l'opérateur continu.\n", + "\n", + "---------------------------------------------------------------------------------------------------------\n", + "\n", + "En pratique on procède comme suit pour la discrétisation du problème (P) par la méthode des différences finies :\n", + "\n", + "- Discrétisation du domaine $[0,1].$\n", + "\n", + "Pour chaque entier $M\\ge1$ donné, on pose $h=\\frac{1}{M+1}.$ $h$ est le *pas de la discrétisation*.\n", + "\n", + "Associée à chaque $h$ ainsi défini, on construit une discrétisation uniforme de l'intervalle $[0,1],$ de pas $h,$ donnée par les $M+2$ points\n", + "\n", + "$$\n", + "x_j=jh,\\ j=0,\\dots,M+1.\n", + "$$\n", + "\n", + "- Calcul d'une solution approchée aux points de la discrétisation.\n", + "\n", + "Soit $u\\in\\mathcal{C}^2([0,1])$ la solution du problème (P). On cherche à calculer des valeurs approchées notées $u_j$ de la solution $u$ aux points $x_j,$ autrement dit on cherche $u_j\\in\\RR,$ pour $j=0,\\dots,M+1,$ tel que $u_j\\simeq u(x_j).$\n", + "\n", + "Comme la fonction $u$ est solution de (P), on a\n", + "\n", + "$$\n", + "-u''(x_j)=f(x_j),\\ \\textrm{pour }j=1,\\dots,M, \n", + "$$\n", + "\n", + "et, puisque $x_0=0$ et $x_{M+1}=1,$\n", + "\n", + "$$\n", + "u(x_0)=u(x_{M+1})=0.\n", + "$$\n", + "\n", + "La solution $u$ de (P) vérifie alors\n", + "\n", + "$$\n", + "-\\frac{u(x_j+h)-2u(x_j)+u(x_j-h)}{h^2}\\simeq f(x_j),\\ \\textrm{pour }j=1,\\dots,M,\n", + "$$\n", + "\n", + "ainsi que $u(x_0)=u(x_{M+1})=0.$ Remarquons que $x_j+h=x_{j+1}$ et $x_j-h=x_{j-1},$ si $j\\in\\{1,\\dots,M\\}.$\n", + "\n", + "La méthode des différences finies pour le problème (P) consiste alors à, pour $M>1$ entier positif donné, chercher des réels $u_0,\\dots,u_{M+1}$ vérifiant\n", + "\n", + "\\begin{equation}\n", + "(P_h)\\ \\ \\ \\ \\ \\begin{cases}\n", + " -\\frac{1}{h^2}\\big(u_{j+1}-2u_{j}+u_{j-1}\\big)=f(x_j),\\ \\ j=1,\\dots,M,\\\\\n", + " u_0=u_{M+1}=0,\n", + " \\end{cases}\n", + "\\end{equation}\n", + "\n", + "où $h=\\frac{1}{M+1}$ et $x_j=jh,\\ j=0,\\dots,M+1.$\n", + "\n", + "-----------------------------------------------------------------------------------------------------------\n", + "\n", + "**Question 2.** On introduit une inconnue discrète $(u_0,\\dots,u_{M+1})$, vecteur de $\\RR^{M+2}$ dont les composantes sont les valeurs approchées $u_j,\\ j=0,\\dots,M+1$. Vérifier que le problème discret (P_h) peut s'écrire de manière équivalente :\n", + "\n", + "Pour $M>1,\\ M\\in\\N,$ donné, trouver $(u_0,u_1,\\dots,u_M,u_{M+1})\\in\\RR^{M+2}$ tel que\n", + "\n", + "\\begin{equation}\n", + "(S)\\ \\ \\ \\ \\ \\begin{cases}\n", + " u_0=u_{M+1}=0,\\\\\n", + " (S_h)\\ \\ \\ A_h{U_h}=F,\n", + "\\end{cases}\n", + "\\end{equation}\n", + "\n", + "où\n", + "\n", + "\n", + "- $A_h\\in\\mathcal{M}_M(\\RR)$ est la matrice\n", + " \\begin{equation*}\n", + "A_h=-\\frac{1}{h^2}\\left[\\begin{array}{rrrrrr}\n", + " -2&1&0&&\\cdots&0\\\\\n", + " 1&-2&1&&\\cdots&0\\\\\n", + " 0&1&-2&&\\cdots&0\\\\\n", + " \\vdots&&\\ddots&\\ddots&\\ddots&\\vdots\\\\\n", + " 0&\\cdots&&1&-2&1\\\\\n", + " 0&\\cdots&&0&1&-2\n", + " \\end{array}\n", + " \\right]\\ \\, ;\n", + " \\end{equation*}\n", + "\n", + "- ${U_h}$ est le vecteur de $\\RR^M,$ ${U_h}=(u_1,\\dots,u_M)^T$ ;\n", + "\n", + "- $F\\in\\RR^M$ est le vecteur $\\big(f(x_1),\\dots,f(x_M)\\big)^T,$\n", + "\n", + "avec $x_j=jh,\\ j=1,\\dots,M,\\ h=\\frac{1}{M+1}.$\n", + "\n", + "-------------------------------------------------------------------------------------------------------------\n", + "\n", + "On a alors remplacé le problème continu (P) par le problème discret (P_h) ou le problème équivalent (S).\n", + "\n", + "Pour des questions pratiques on va résoudre le système $(S_h)$ sous la forme équivalente \n", + "\n", + "$$\n", + "A_M U_h=h^2 F,\n", + "$$\n", + "\n", + "où $A_M\\in\\mathcal{M}_M(\\RR)$ est la matrice $h^2 A_h$ (qui ne dépend plus explicitement de $h$ ; rappelons que le pas $h$ et $M$ sont liés par la relation $h=1/(M+1)$). \n", + "\n", + "On montrera en cours que le système ci-dessus admet une solution, i.e. que $A_M$ est une matrice inversible." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "On considère $f(x) = (2\\pi)^2 \\sin(2\\pi x)$, de sorte que la solution du problème $(P)$ est donnée par $u(x) = \\sin(2\\pi x)$. \n", + "\n", + "**Question 3.** \n", + "Implementer en python une fonction `A(M)` qui retourne la matrice $A_M$, pour un nombre de points M donné. \n", + "\n", + "**Question 4.** Soit $M=49$. Obtenir la solution approchée $U_h$ en résolvant le système linéaire $A_M U_h =h^2 F$, en utilisant la fonction de numpy `np.linalg.solve`. Tracer sur la même figure la solution approchée obtenue et la solution exacte du problème $(P)$.\n", + "\n", + "---------------------------------------------------------------------------------------------------------------\n", + "\n", + "On cherche à illustrer numériquement la convergence du schéma aux différences finies $(P_h)$. On montrera en cours cette convergence : la solution $(u_0,\\dots,u_{M+1})$ du problème discret $(P_h)$ approche la solution $u$ du problème continu $(P)$ au sens suivant :\n", + "\n", + " $$\n", + " \\lim_{h\\to0}\\left(\\max_{j=0,\\dots,M+1}|u(x_j)-u_j|\\right)=0.\n", + " $$\n", + "\n", + "**Question 5.** Pour $M=2^{k}$, et donc pour $h=\\frac{1}{2^k +1}$, $2\\le k\\le 11$, calculer et représenter dans un même graphique la différence en valeur absolue entre la solution exacte aux points $x_j$ et la solution approchée. Observer que cette différence décroit avec $h$.\n", + "\n", + "------------------------------------------------------------------------------------------------------------------\n", + "\n", + "Pour $h>0$ fixé, on note\n", + "\n", + "$$\n", + "e_h:=\\max_{j=0,\\dots,M+1}|u(x_j)-u_j|\n", + "$$\n", + "\n", + "l'erreur global du schéma associée à une discrétisation de pas $h$. On montrera en cours que l'on a plus que la convergence\n", + "\n", + "$$\n", + "\\lim_{h\\to0} e_h=0,\n", + "$$\n", + "\n", + "on montrera que cette convergence a lieu *au moins à l'ordre 2*, dans le sens que la propriété suivante se vérifie : il existe une constante $C>0$, indépendante de $h$, tel que\n", + "\n", + "$$\n", + "e_h\\leq C h^2.\n", + "$$\n", + "\n", + "**Question 6.**\n", + "Calculer, pour chaque valeur de $h$ associée à $M=2^{k}$, $2\\le k\\le 11$, l'erreur globale en norme infinie entre la solution approchée et la solution exacte, définie par \n", + "\n", + "$$\n", + "e_h=\\max_{1\\le j\\le M}|u_{j}-u(x_{j})|.\n", + "$$\n", + "\n", + "Représenter dans une même figure $e/h$ et $e/h^2$ en fonction de $h$ et dans une autre figure $e$ en fonction de $h,$ ainsi qu'une droite de pente 1 et une droite de pente 2, en utilisant une échelle logarithmique. Commenter les résultats obtenus. Que peut-on déduire sur l'ordre du schéma ?\n" + ] + }, + { + "cell_type": "code", + "execution_count": 304, + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "import numpy as np\n", + "%matplotlib inline\n", + "import matplotlib.pyplot as plt\n", + "\n", + "def A(M):\n", + " return 2 * np.eye(M) - np.eye(M, k=-1) - np.eye(M, k=1)\n", + "\n", + "def solution_approchée(f, M, a=0, b=1, ua=0, ub=0):\n", + " X = np.linspace(a, b + 1 if b == 0 else b, M+2)\n", + " U = np.zeros(M+2)\n", + " U[0], U[-1] = ua, ub\n", + " \n", + " h = (b-a)/(M+1)\n", + "\n", + " delta = np.zeros(M)\n", + " delta[0], delta[-1] = ua/np.power(h, 2), ub/np.power(h, 2)\n", + " \n", + " U[1:-1] = np.linalg.solve(A(M), h**2 * (f(X)[1:-1] + delta))\n", + " return X, U" + ] + }, + { + "cell_type": "code", + "execution_count": 305, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 1.0, \"$-u''=f(x)$\")" + ] + }, + "execution_count": 305, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "M = 50\n", + "h = 1/(M+1)\n", + "\n", + "def f1(x):\n", + " return (2 * np.pi)**2 * np.sin(2 * np.pi * x)\n", + "\n", + "def u1(x):\n", + " return np.sin(2 * np.pi * x)\n", + "\n", + "x, U_app = solution_approchée(f1, M)\n", + "plt.figure()\n", + "plt.scatter(x, U_app, label=f\"$A_M U_h = h² F$\")\n", + "plt.plot(x, u1(x), label='Solution exacte', color='red')\n", + "plt.legend()\n", + "plt.ylabel('f(x)')\n", + "plt.xlabel('x')\n", + "plt.title(f\"$-u''=f(x)$\")" + ] + }, + { + "cell_type": "code", + "execution_count": 307, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 1.0, 'Différence en valeur absolue entre la solution exacte et la solution approchée')" + ] + }, + "execution_count": 307, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "H, E = [], []\n", + "for k in range(2, 12):\n", + " M = 2**k\n", + " h = 1/(M+1)\n", + " \n", + " x, U_app = solution_approchée(f1, M)\n", + " \n", + " e = np.abs(u1(x) - U_app)\n", + " plt.plot(x, e, label=f'{h}')\n", + " E.append(np.max(e))\n", + " H.append(h)\n", + "\n", + "H, E = np.array(H), np.array(E) \n", + "\n", + "plt.xlabel('$h$')\n", + "plt.ylabel('$\\max_{j=0,\\dots,M+1}|u(x_j)-u_j|$')\n", + "plt.legend(fontsize=7)\n", + "plt.title('Différence en valeur absolue entre la solution exacte et la solution approchée')" + ] + }, + { + "cell_type": "code", + "execution_count": 308, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 1.0, 'Erreur globale en fonction de $h$')" + ] + }, + "execution_count": 308, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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h6enpio+Pb8YWAQCA1sSrZ24ef/xxTZgwQYmJiSoqKtK7776rjRs36uOPP5YkzZkzR0ePHtWKFSskSYsWLVK3bt3Ut29flZeXa+XKlVq9erVWr17tzW4AAIAWxKvh5vjx45o6dapycnIUERGh/v376+OPP9a4ceMkSTk5OcrOzrbVLy8v16xZs3T06FEFBwerb9++WrdunSZOnOitLgAAgBbG6wOKLzV3BiQBAICWwZ3v7xY35gYAAKApCDcAAMBUvH4rOAAAaOWqqiRrqVRxTrKek6oqpaiuXmsO4QYAALOpqjwfNM4HjprQUVHq+r/ubFN50RQu4Z2llG+903cRbgAAaH6VFfZhw63Q4c425+tUVXivrz7+kq934wXhBgDQthiGVFnuOGw4DBIN1LH7t8RxIDEqvddf30DJP0jyC67n3/peq2+bYMkvyP5fH1/v9fU8wg0AwLsMw0lQcHY2w53Q4WQbeXEWlAaDQ1Ct4NDE0OEXJPm0vXuHCDcAAHtVVe6Pz2gwdNSzjbXUe321+DQcMi7+163QcdE2foGSxeK9/rYRhBsAaOnsBoeWNDJ0uLHNxYNDLyWLr4MA4SRkOAwdLtat+dc3gLBhQoQbAHCXw8GhroYOd7ZpIYNDbWEgSPIPcTE41Dp74fI2wZKvv/f6CtMg3ABoPlWVUpW1OgxUVUiV1urnVRXny6y1Xq/1b6PqVjh5vdb+q6wX1XX2/hXVbXfWbm+O13A2OLROgHDhkokroaMFDA4F3EW4AVqCJoeAhr7YmxACKs9/0dt+vuiLv6WGgEulwQDRiEGhzkJHGx0cCriLcNNa1KxvahiyfWHU+VnVz2vKbf9W2ZcZVfbbO3y9vu1def+anyur/62qPF+v6nxZ1fky46LntevU3s5RnaqLymrqONpPQ9vUtMXRdk7aUm8faj13+MXfBkNADYtv9aWHmrkwfPxq/exf/dz3/L+1f7aVXVy3puzibRy97tvIuuef1/zsF8DgUKAFI9x4StFxadEV9mV1Flx38AXmqE7toIK2y50QcCm/2O3a4ui9atd1sF/CAIBmRrjxpMpyb7egCSzVXzoWnws/6/xz28+1X1cDr58v8/E9X+f8w/b8/L8+Phc9v6h+vdvUs93F29S7L9/q9tq9R+06Fif7uXi7i+tY6g8B9YYEQgAANBbhxlNCO0iP1F5Hw8kXk90XlsV5ue25pdbrlrp1HZa7Ek5ql/ElCgAwD8KNp/j4ShGdvd0KAADaPIbdAwAAUyHcAAAAUyHcAAAAUyHcAAAAUyHcAAAAUyHcAAAAUyHcAAAAUyHcAAAAUyHcAAAAUyHcAAAAUyHcAAAAUyHcAAAAUyHcAAAAUyHcAAAAUyHcAAAAUyHcAAAAUyHcAAAAUyHcAAAAUyHcAAAAUyHcAAAAUyHcAAAAUyHcAAAAU/FquFm6dKn69++v8PBwhYeHKzk5Wf/+97/r3WbTpk0aMmSIgoKC1L17d73yyiuXqLUAAKA18Gq46dy5sxYsWKC0tDSlpaVpzJgxmjx5sr799luH9bOysjRx4kSNHDlS6enpevzxxzVz5kytXr36ErccAAC0VBbDMAxvN6K29u3b67nnntN9991X57XHHntMqampyszMtJXNmDFDO3fu1JYtW1x6/8LCQkVERKigoEDh4eEeazcAAGg+7nx/t5gxN5WVlXr33XdVXFys5ORkh3W2bNmi8ePH25Vdf/31SktLU0VFhcNtysrKVFhYaPcAAADm5fVws3v3brVr106BgYGaMWOG1qxZoz59+jism5ubq7i4OLuyuLg4Wa1W5eXlOdxm/vz5ioiIsD0SExM93gcAANByeD3c9OrVSxkZGdq6dav++7//W3fffbf27t3rtL7FYrF7XnNV7eLyGnPmzFFBQYHtcfjwYc81HgAAtDh+3m5AQECAevbsKUkaOnSotm3bphdffFGvvvpqnbodO3ZUbm6uXdmJEyfk5+en6Ohoh+8fGBiowMBAzzccAAC0SF4/c3MxwzBUVlbm8LXk5GStX7/eruzTTz/V0KFD5e/vfymaBwAAWjivhpvHH39cX3zxhQ4ePKjdu3frD3/4gzZu3Khf/epXkqovKU2bNs1Wf8aMGTp06JBSUlKUmZmpN998U8uWLdOsWbO81QUAANDCePWy1PHjxzV16lTl5OQoIiJC/fv318cff6xx48ZJknJycpSdnW2rn5SUpI8++kiPPPKIXn75ZSUkJGjx4sW6+eabvdUFAADQwrS4eW6aG/PcAADQ+rTKeW4AAAA8gXADAABMhXADAABMhXADAABMhXADAABMhXADAABMhXADAABMhXADAABMhXADAABMhXADAABMhXADAABMhXADAABMhXADAABMhXADAABMhXADAABMhXADAABMhXADAABMhXADAABMhXADAABMhXADAABMhXADAABMhXADAABMhXADAABMhXADAABMhXADAABMhXADAABMhXADAABMhXADAABMhXADAABMhXADAABMhXADAABMhXADAABMhXADAABMhXADAABMhXADAABMhXADAABMhXADAABMhXADAABMxavhZv78+bryyisVFham2NhYTZkyRfv27at3m40bN8pisdR5fPfdd5eo1QAAoCXzarjZtGmTHnjgAW3dulXr16+X1WrV+PHjVVxc3OC2+/btU05Oju1x2WWXXYIWAwCAls7Pmzv/+OOP7Z4vX75csbGx2r59u0aNGlXvtrGxsYqMjGzG1gEAgNaoRY25KSgokCS1b9++wbqDBg1SfHy8xo4dqw0bNjitV1ZWpsLCQrsHAAAwrxYTbgzDUEpKikaMGKErrrjCab34+Hi99tprWr16td5//3316tVLY8eO1eeff+6w/vz58xUREWF7JCYmNlcXAABAC2AxDMPwdiMk6YEHHtC6dev05ZdfqnPnzm5tO2nSJFksFqWmptZ5raysTGVlZbbnhYWFSkxMVEFBgcLDw5vcbgAA0PwKCwsVERHh0vd3izhz8+CDDyo1NVUbNmxwO9hI0vDhw7V//36HrwUGBio8PNzuAQAAzMurA4oNw9CDDz6oNWvWaOPGjUpKSmrU+6Snpys+Pt7DrQMAAK2RV8PNAw88oH/+85/68MMPFRYWptzcXElSRESEgoODJUlz5szR0aNHtWLFCknSokWL1K1bN/Xt21fl5eVauXKlVq9erdWrV3utHwAAoOXwarhZunSpJOmnP/2pXfny5cs1ffp0SVJOTo6ys7Ntr5WXl2vWrFk6evSogoOD1bdvX61bt04TJ068VM0GAAAtWIsZUHypuDMgCQAAtAytbkAxAACApxBuAACAqRBuAACAqRBuAACAqRBuAACAqRBuAACAqRBuAACAqRBuAACAqRBuAACAqRBuAACAqRBuAACAqRBuAACAqRBuAACAqRBuAACAqRBuAACAqRBuAACAqRBuAACAqRBuAACAqRBuAACAqRBuAACAqRBuAACAqRBuAACAqRBuAACAqRBuAACAqRBuAACAqTQq3Jw5c0ZvvPGG5syZo1OnTkmSduzYoaNHj3q0cQAAAO7yc3eDXbt26brrrlNERIQOHjyoX//612rfvr3WrFmjQ4cOacWKFc3RTgAAAJe4feYmJSVF06dP1/79+xUUFGQrnzBhgj7//HOPNg4AAMBdboebbdu26b/+67/qlHfq1Em5ubkeaRQAAEBjuR1ugoKCVFhYWKd83759iomJ8UijAAAAGsvtcDN58mTNnTtXFRUVkiSLxaLs7GzNnj1bN998s8cbCAAA4A63w83ChQt18uRJxcbG6ty5cxo9erR69uypsLAwPfPMM83RRgAAAJe5fbdUeHi4vvzyS3322WfasWOHqqqqNHjwYF133XXN0T4AAAC3WAzDMLzdiEupsLBQERERKigoUHh4uLebAwAAXODO97dLZ24WL17s8s5nzpzpcl0AAABPc+nMTVJSkmtvZrHowIEDTW5Uc+LMDQAArY/Hz9xkZWV5pGEAAADNjYUzAQCAqbh9t5QkHTlyRKmpqcrOzlZ5ebnda88//7xHGgYAANAYbp+5+c9//qNevXppyZIl+utf/6oNGzZo+fLlevPNN5WRkeHWe82fP19XXnmlwsLCFBsbqylTpmjfvn0Nbrdp0yYNGTJEQUFB6t69u1555RV3uwEAAEzK7XAzZ84cPfroo9qzZ4+CgoK0evVqHT58WKNHj9Ytt9zi1ntt2rRJDzzwgLZu3ar169fLarVq/PjxKi4udrpNVlaWJk6cqJEjRyo9PV2PP/64Zs6cqdWrV7vbFQAAYEJuz3MTFhamjIwM9ejRQ1FRUfryyy/Vt29f7dy5U5MnT9bBgwcb3ZiamY83bdqkUaNGOazz2GOPKTU1VZmZmbayGTNmaOfOndqyZUuD++BuKQAAWh93vr/dPnMTGhqqsrIySVJCQoJ+/PFH22t5eXnuvp2dgoICSVL79u2d1tmyZYvGjx9vV3b99dcrLS3Ntt5VbWVlZSosLLR7AAAA83I73AwfPlybN2+WJP385z/Xo48+qmeeeUb33nuvhg8f3uiGGIahlJQUjRgxQldccYXTerm5uYqLi7Mri4uLk9VqdRiu5s+fr4iICNsjMTGx0W0EAAAtn9t3Sz3//PM6e/asJOmpp57S2bNntWrVKvXs2VMvvPBCoxvyP//zP9q1a5e+/PLLButaLBa75zVX1i4ul6rHCKWkpNieFxYWEnAAADAxt8NN9+7dbT+HhIRoyZIlTW7Egw8+qNTUVH3++efq3LlzvXU7duyo3Nxcu7ITJ07Iz89P0dHRdeoHBgYqMDCwyW0EAACtQ6PmuZGktLQ0ZWZmymKx6PLLL9eQIUPcfg/DMPTggw9qzZo12rhxo0vLPCQnJ2vt2rV2ZZ9++qmGDh0qf39/t9sAAADMxe1wc+TIEd1xxx3avHmzIiMjJUlnzpzR1VdfrXfeecetSz4PPPCA/vnPf+rDDz9UWFiY7YxMRESEgoODJVVfVjp69KhWrFghqfrOqL/97W9KSUnRr3/9a23ZskXLli3TO++8425XAACACbk9oPjee+9VRUWFMjMzderUKZ06dUqZmZkyDEP33XefW++1dOlSFRQU6Kc//ani4+Ntj1WrVtnq5OTkKDs72/Y8KSlJH330kTZu3KiBAwfqT3/6kxYvXqybb77Z3a4AAAATcnuem+DgYH311VcaNGiQXfmOHTt0zTXX6Ny5cx5toKcxzw0AAK1Ps85z06VLF4fzyVitVnXq1MndtwMAAPAot8PNs88+qwcffFBpaWm2W7DT0tL00EMPaeHChR5vIAAAgDtcuiwVFRVlN4dMcXGxrFar/PyqxyPX/BwaGqpTp041X2s9gMtSAAC0Pu58f7t0t9SiRYs80S4AAIBm51K4ufvuu5u7HQAAAB7RqEn8Kisr9cEHH9gm8evTp49uuOEG+fr6erp9AAAAbnE73Pzwww+aOHGijh49ql69eskwDH3//fdKTEzUunXr1KNHj+ZoJwAAgEvcvltq5syZ6tGjhw4fPqwdO3YoPT1d2dnZSkpK0syZM5ujjQAAAC5z+8zNpk2btHXrVrVv395WFh0drQULFuiaa67xaOMAAADc5faZm8DAQBUVFdUpP3v2rAICAjzSKAAAgMZyO9z84he/0G9+8xt9/fXXMgxDhmFo69atmjFjhm644YbmaCMAAIDL3A43ixcvVo8ePZScnKygoCAFBQXpmmuuUc+ePfXiiy82RxsBAABc5vaYm8jISH344Yfav3+/vvvuOxmGoT59+qhnz57N0T4AAAC3NGqeG0m67LLLdNlll3myLQAAAE3mUrhJSUlx+Q2ff/75RjcGAACgqVwKN+np6S69We3FNQEAALzBpXCzYcOG5m4HAACAR7h9txQAAEBL5vaA4htvvNHh5SeLxaKgoCD17NlTd955p3r16uWRBgIAALjD7TM3ERER+uyzz7Rjxw5byElPT9dnn30mq9WqVatWacCAAdq8ebPHGwsAANAQt8/cdOzYUXfeeaf+9re/ycenOhtVVVXpoYceUlhYmN59913NmDFDjz32mL788kuPNxgAAKA+FsMwDHc2iImJ0ebNm/WTn/zErvz777/X1Vdfrby8PO3evVsjR47UmTNnPNlWjygsLFRERIQKCgoUHh7u7eYAAAAXuPP97fZlKavVqu+++65O+XfffafKykpJUlBQELeFAwAAr3D7stTUqVN133336fHHH9eVV14pi8Wib775RvPmzdO0adMkSZs2bVLfvn093lgAAICGuB1uXnjhBcXFxenZZ5/V8ePHJUlxcXF65JFH9Nhjj0mSxo8fr5/97GeebSkAAIAL3B5zU1thYaEktaqxK4y5AQCg9XHn+7vRC2dKrSvUAACAtoEZigEAgKkQbgAAgKkQbgAAgKm4FW4qKip07bXX6vvvv2+u9gAAADSJW+HG399fe/bsYYI+AADQYrl9WWratGlatmxZc7QFAACgydy+Fby8vFxvvPGG1q9fr6FDhyo0NNTu9eeff95jjQMAAHCX2+Fmz549Gjx4sCTVGXvD5SoAAOBtboebDRs2NEc7AAAAPIJbwQEAgKm4febm2muvrffy02effdakBgEAADSF22duBg4cqAEDBtgeffr0UXl5uXbs2KF+/fq59V6ff/65Jk2apISEBFksFn3wwQf11t+4caMsFkudx3fffeduNwAAgEm5febmhRdecFj+1FNP6ezZs269V3FxsQYMGKB77rlHN998s8vb7du3z27RzpiYGLf2CwAAzKtJq4LXdtddd+mqq67SwoULXd5mwoQJmjBhgtv7io2NVWRkpNvbAQAA8/PYgOItW7YoKCjIU29Xr0GDBik+Pl5jx45t8O6tsrIyFRYW2j0AAIB5uX3m5qabbrJ7bhiGcnJylJaWpj/+8Y8ea5gj8fHxeu211zRkyBCVlZXp73//u8aOHauNGzdq1KhRDreZP3++nn766WZtFwAAaDkshmEY7mxwzz332D338fFRTEyMxowZo/Hjxze+IRaL1qxZoylTpri13aRJk2SxWJSamurw9bKyMpWVldmeFxYWKjExUQUFBXbjdgAAQMtVWFioiIgIl76/3T5zs3z58kY3rDkMHz5cK1eudPp6YGCgAgMDL2GLAACANzVqzM2ZM2f0xhtvaM6cOTp16pQkaceOHTp69KhHG+eK9PR0xcfHX/L9AgCAlsntMze7du3S2LFjFRkZqYMHD+rXv/612rdvrzVr1ujQoUNasWKFy+919uxZ/fDDD7bnWVlZysjIUPv27dWlSxfNmTNHR48etb3nokWL1K1bN/Xt21fl5eVauXKlVq9erdWrV7vbDQAAYFJun7lJSUnRPffco/3799vdHTVhwgR9/vnnbr1XWlqaBg0apEGDBtnee9CgQXriiSckSTk5OcrOzrbVLy8v16xZs9S/f3+NHDlSX375pdatW1dnkDMAAGi73B5QHBERoR07dqhHjx4KCwvTzp071b17dx06dEi9evVSaWlpc7XVI9wZkAQAAFoGd76/3T5zExQU5HCumH379jFTMAAA8Dq3w83kyZM1d+5cVVRUSKq+hTs7O1uzZ892awkFAACA5uB2uFm4cKFOnjyp2NhYnTt3TqNHj1bPnj0VFhamZ555pjnaCAAA4DK375YKDw/Xl19+qc8++0w7duxQVVWVBg8erOuuu6452gcAAOAWt8KN1WpVUFCQMjIyNGbMGI0ZM6a52gUAANAobl2W8vPzU9euXVVZWdlc7QEAAGgSt8fc/O///q/dzMQAAAAtidtjbhYvXqwffvhBCQkJ6tq1q0JDQ+1e37Fjh8caBwAA4C63w427q3YDAABcSm4PKJake++9V4mJic3SIAAAgKZwe0DxwoULGVAMAABaLLcHFI8dO1YbN25shqYAAAA0ndtjbiZMmKA5c+Zoz549GjJkSJ0BxTfccIPHGgcAAOAut1cF9/FxfrLHYrG0+EtWrAoOAEDr4873t9tnbqqqqhrdMAAAgObm9pgbAACAlszlcDNx4kQVFBTYnj/zzDM6c+aM7Xl+fr769Onj0cYBAAC4y+Vw88knn6isrMz2/C9/+YvdEgxWq1X79u3zbOsAAADc5HK4uXjcsZvjkAEAAC4JxtwAAABTcTncWCwWWSyWOmUAAAAticu3ghuGoenTpyswMFCSVFpaqhkzZtgm8as9HgcAAMBbXA43d999t93zu+66q06dadOmNb1FAAAATeByuFm+fHlztgMAAMAjGFAMAABMhXADAABMhXADAABMhXADAABMhXADAABMhXADAABMhXADAABMhXADAABMhXADAABMhXADAABMhXADAABMhXADAABMhXADAABMhXADAABMhXADAABMxavh5vPPP9ekSZOUkJAgi8WiDz74oMFtNm3apCFDhigoKEjdu3fXK6+80vwNBQAArYZXw01xcbEGDBigv/3tby7Vz8rK0sSJEzVy5Eilp6fr8ccf18yZM7V69epmbikAAGgt/Ly58wkTJmjChAku13/llVfUpUsXLVq0SJJ0+eWXKy0tTQsXLtTNN9/cTK0EAACtSasac7NlyxaNHz/eruz6669XWlqaKioqHG5TVlamwsJCuwcAADCvVhVucnNzFRcXZ1cWFxcnq9WqvLw8h9vMnz9fERERtkdiYuKlaCoAAPCSVhVuJMlisdg9NwzDYXmNOXPmqKCgwPY4fPhws7cRAAB4j1fH3LirY8eOys3NtSs7ceKE/Pz8FB0d7XCbwMBABQYGXormAQCAFqBVnblJTk7W+vXr7co+/fRTDR06VP7+/l5qFQAAaEm8Gm7Onj2rjIwMZWRkSKq+1TsjI0PZ2dmSqi8pTZs2zVZ/xowZOnTokFJSUpSZmak333xTy5Yt06xZs7zRfAAA0AJ59bJUWlqarr32WtvzlJQUSdLdd9+tt956Szk5ObagI0lJSUn66KOP9Mgjj+jll19WQkKCFi9ezG3gAADAxmLUjMhtIwoLCxUREaGCggKFh4d7uzkAAMAF7nx/t6oxNwAAAA0h3AAAAFMh3AAAAFMh3AAAAFMh3AAAAFMh3AAAAFMh3AAAAFMh3AAAAFMh3AAAAFMh3AAAAFMh3AAAAFMh3AAAAFMh3AAAAFMh3AAAAFMh3AAAAFMh3AAAAFMh3AAAAFMh3AAAAFMh3AAAAFMh3AAAAFMh3AAAAFMh3AAAAFMh3AAAAFMh3AAAAI+oqKzSjyfPKj37tFfb4efVvQMAgFbFMAydKi7Xgbxi/XjirA7kFevAybM6cLJY2adKZK0y1C06RBt/d63X2ki4AQAAdZRZK3Uov0QHTp7VjyeLdeBksQ7kVYeYgnMVTrcLCfBVRLC/qqoM+fhYLmGLLyDcAADQRhmGoZNFZdXh5Xxw+fH8WZgjp0tUZTjezmKREiKC1T0mVD1i2qlHTKi6x7RT95hQdQwPksXinVBTg3ADAIDJnSuvVFbehQBz4GTN5aRinS2zOt0uLNBP3WuCS4cLASapQ6iC/H0vYQ/cQ7gBAMAEqqoM5RaW2l0+qjkLc/TMOafb+VikxPYhduGlx/l/Y9oFev0sTGMQbgAAaEWKy6y2APPjyQuDebPyinWuotLpdpEh/nYBpnuH6stJXaJDFOjXcs/CNAbhBgCAFqayytCxM+dsZ14uXE4qVm5hqdPt/Hws6hIdYgsuF87CtFP70IBL2APvItwAAOAlBecqbGdeageYrPxilVurnG7XoV2Aunc4fwbm/FmY7jGhSmwfIn9fprAj3AAA0IyslVU6fPqcXYipubU672yZ0+0CfH3UrUNIrRBzfjxMh3aKCPG/hD1ofQg3AAB4wOnicttlpB9r3ZWUfapEFZVO7qmWFBsWaBvAWzvAdIoKlq+X5olp7Qg3AAC4qNxapexTxRcmtTt5YYbe0yXOJ7YL8vdRUoea4GJ/S3VYEGdhPI1wAwBALYZhKO9suV1wqbkr6fDpc6p0NrOdpISIIHW/aFK77jHtFB8e5LXZetsiwg0AoE0qrajUwfxaZ2BOFuvH82GmqNT5xHahAb52t1PXDOpN6hCqkAC+VlsCfgsAANMyDEPHC8uqz75cdBbm6JlzMupZXqBzVLDdYN4e52+rjg1rnRPbtSVeDzdLlizRc889p5ycHPXt21eLFi3SyJEjHdbduHGjrr227iqjmZmZ6t27d3M3FQDQQpWU10xsV2x3V1LWyWIVlzuf2C48yM9+Vt7z42G6Roe06OUFUD+vhptVq1bp4Ycf1pIlS3TNNdfo1Vdf1YQJE7R371516dLF6Xb79u1TeHi47XlMTMylaC4AwIuqqgwdKzhXZ22kH0+eVU6B84ntfH0s6mJbXqDmLEx1oIkODeAsjAlZDMPZSbnmN2zYMA0ePFhLly61lV1++eWaMmWK5s+fX6d+zZmb06dPKzIyslH7LCwsVEREhAoKCuwCEgCgZSgqragzqd2PJ8/qYH6xSiucT2zXPjTALsDUnIXp0j5EAX5MbNfaufP97bUzN+Xl5dq+fbtmz55tVz5+/Hh99dVX9W47aNAglZaWqk+fPvrf//1fh5eqAAAtV2WVoSOnSy4s7ljrctKJIucT2/n7WtQ1OvSiRR6rB/ZGtaHlBVA/r4WbvLw8VVZWKi4uzq48Li5Oubm5DreJj4/Xa6+9piFDhqisrEx///vfNXbsWG3cuFGjRo1yuE1ZWZnKyi4cKIWFhZ7rBACgXmdKyi8s7lgrwBzKL1F5ZX3LCwTabqfuUWuJgc5RwfJjeQE0wOsDii++1mkYhtPrn7169VKvXr1sz5OTk3X48GEtXLjQabiZP3++nn76ac81GABgp6KyStmnSuxuqa65pJRfXO50u0A/HyV1CL3olurqf8OZ2A5N4LVw06FDB/n6+tY5S3PixIk6Z3PqM3z4cK1cudLp63PmzFFKSorteWFhoRITE91vMAC0YYZh6FRxeZ1J7Q6cLFb2qRJZ65nYrmN4kHrEXhRgOoSqU2Rwq5/YrrKyUhUVzmcmhnsCAgLk49P0M3NeCzcBAQEaMmSI1q9frxtvvNFWvn79ek2ePNnl90lPT1d8fLzT1wMDAxUYGNiktgJAW1FmrdSh/JJaAebCWZiCc86/xEMCfM+fhWlnG9TbI6adkjqEKjTQ6xcJPM4wDOXm5urMmTPeboqp+Pj4KCkpSQEBTRs/5dW/uJSUFE2dOlVDhw5VcnKyXnvtNWVnZ2vGjBmSqs+6HD16VCtWrJAkLVq0SN26dVPfvn1VXl6ulStXavXq1Vq9erU3uwEArYphGDpZVFYdXs4Hl5oFH4+cLpGzkzAWi5QQEWwLLrWXGOgYHtSmbqmuCTaxsbEKCQlpU31vLlVVVTp27JhycnLUpUuXJn2mXg03t912m/Lz8zV37lzl5OToiiuu0EcffaSuXbtKknJycpSdnW2rX15erlmzZuno0aMKDg5W3759tW7dOk2cONFbXQCAFutceaWy8mrfUn1hbpizZc6XFwgL9KtzO3XN8gJMbFd9Kaom2ERHR3u7OaYSExOjY8eOyWq1yt+/8eOuvDrPjTcwzw0AMzEMQzkFpXaXj2rOwhw9c87pdj4WKdE2sV2tGXpjQhXTjuUF6lNaWqqsrCx169ZNwcHB3m6OqZw7d04HDx5UUlKSgoKC7F5rFfPcAABcV1xmtQWY2oN5s/KKda7C+fICkSH+dgGme4fqy0ldokMU6MdZmKYgAHqepz5Twg0AtBCVVYaOnTlnO/NSe4be3ELnywv4+VjUJTrEFlwunIVpp/ZMbIc2iHADAJdYwbmKOvPBHDhZrKz8YpVb65vYLqDW7dQXbq1ObB8ifya2A2wINwDQDKyVVTp8+pxdiKm5tTrvrPPlBQJ8fdStQ0idSe16dGiniBAmtkPL9Oijj+r777/X2rVrvd0USYQbAGiS08XltuBiu5x08qyyT5WootL5/RqxYYG2Aby1A0ynqGD5tvKJ7dDyjRo1Sl988UWd8jvvvFP/+Mc/Gtx++vTp6tixoxYsWCBJysjIUHJyssfb2ViEGwBoQGlF9cR2WXlnlZVXYrdO0ukS5xPbBfn7KKlDTXCxv6U6jOUF4CWGYSgjI0MLFy7Ur371K7vX2rVr1+D2VVVVWrdunVJTU21lO3futM1R1xIQbgBA1esjHTl9zhZgsvLO6mBeibLyinWs4JzqmzQjISKo1gKPF87GxIcHtfrlBWA++/fvV1FRkUaNGqWOHTu6vf3mzZvl4+OjYcOGSZIOHz6s/Px8+fj4aNy4cdq8ebMSExO1YsUKW51LjXADoM2oqjKUU1iqrJPF9iEmv0SHG1gfKTzIT0kx7ZQUHWI7G1NzFiYkgP+UovXYvn27/Pz81L9//0Ztn5qaqkmTJtnWgMrIyJAkvfTSS3riiSeUmJio3/72t5o9e7Y2bNjgqWa7hSMSgKkYhqGTZ8vOn3WxPwtzML9YZfXcjRTs76tuHUKV1CFESR1C1S26OsB0iw5V+9AA5jWBU4Zh1DvfUHMK9vd1629zx44dqqysrDO78h133KHXX39dH3zwgTZt2qQXXnjB4fapqalauHCh7XlGRoaioqL03nvvKTY2VpI0ZcoULV26tBG98QzCDYBWqaCkQln5tc/AFOtgXvWkdvUtLeDva1GX9tXhpfrRznZ3Ulw4M/Oicc5VVKrPE594Zd97517v1tnD7du365ZbbtEzzzxjVx4VFSVJ2rVrlwYMGOBw28zMTB05ckTXXXedrSwjI0OTJ0+2BRtJOnDggHr27OlONzyKcAOgxSopt54PLSV1LiOdKi53up3FInWOClZSh5rLSKHq1qF6XpiEyCD5MScM2rD09HTNnTvXafjYtWuXSktLlZycrGPHjunf//63+vTpI6n6rM24cePslp3IyMjQY489Vmcfo0aNar5ONIBwA8CryqyVOnyqxBZcal9Gqm9WXkmKCw+sdQbmwmWkxPYsLYBLK9jfV3vnXu+1fbvqwIEDOnPmjAYNGuS0zq5duzRx4kTNmzdPf/7zn7V27VpbuPnwww91//332+oWFRUpKyurzvtlZGRo5syZbvbEcwg3AJpdZZWho6fPVV9GOll95uVAXvUlpaOnz6mecbyKCvGvdeYl9PyYmOogExrIf8LQMlgsllYxsHz79u2SpLi4OOXm5tq9Fhsbq9LSUlVVVenee++VJAUEBCgiIkKSdOLECW3btk0ffPCBbZuMjAz5+PioX79+trJDhw7p9OnTGjhwYPN2ph4t/zcBoFUwDEPHC8t0wHYL9YWzMIdPnVN5pfOBvKEBvko6P3C3e4dQ289JHUIVGcLaSICn7NixQ5L0k5/8xK7c399fRUVF2rNnj4YOHWor37Nnj37zm99IktauXathw4bZja3ZuXOnevfubbeCd3p6uiIjI9WtW7dm7En9LIZR3+wN5uPOkukA7BmGodMlFXUuHx3IK9ah/GKVlDu/WyTAz0fd7Ma/nA8wMaGKacdAXrQepaWlysrKUlJSkt2Xuhm88cYbOn78uP7whz9IkgYNGqQNGzYoMjJSN9xwg0aMGKHf//73zbb/+j5bd76/OXMDoI6i0orqsy/5xco6WayD+cXVl5FOnlVhqfM7kXx9LEqMCnZ4GSk+gmUFgJZu9+7dGjt2rCTJarXq7NmzioyMlCSNGDFCd9xxhxdb5zrCDdBGXbykQO2zMPUt7ChVz8hb+9JRzYPVqYHW7cUXX7T97Ofnp/3799ueN+cZG08j3AAm1pQlBTq0C7AN3E2KuXAWpmv7UAUHcCcSgJaLcAO0cnZLCtS6jJSVV9zgkgJhQX7VA3hrXT6q+TmchR0BtFKEG6AVMAxDeWfLlZVX7PaSAkH+PnbLCNS+jMSSAgDMiHADtCBNWVIgsX2I3R1INQEmLoyVqQG0LYQb4BIrKbfaxr0czC/WgfMrVLuypECnyOo7kbpfdBmpU2QwSwoAwHmEG6AZNHVJAUeXkRLbhyjIjWnWAaCtItwAjVRzJ1LNZaOaQbxZecU6dqbhJQVsZ16iL8zI261DqNqxpAAANAn/FQXqUXtNpNoh5mBesQ6fPqfKehJMaICv3aWj2g+WFACA5kO4QZtXcyu1Lbzk1b6Vuv41kWruRKo565LUIURJHdqpW4cQlhQAAC8h3KBNMAxDJ4rKLtx9VGs+mEP5JfXeSh3g66Mu59dEqpnUrluHEO5EAoAWinAD06iZC6bmrMuFMzAlDS7q6OdjUZf2IepWcyt1hws/J0SyJhIAtCaEG7Q6p4vLbWNgqs/ClNh+LqpnLhgfi9Q5qjq0JNVanZpbqQGg+Rw+fFhTp07ViRMn5Ofnpz/+8Y+65ZZbmnWfhBu0SIWlFbXGwJy/nfp8iCk4V+F0O4tFSoioWZU6xHYrdbcOoUqMClGAHwEGAC4lPz8/LVq0SAMHDtSJEyc0ePBgTZw4UaGhoc23z2Z7Z6ABxWVWu7uPss4vJXAwr1j59UxmJ0kdw4Ns414uDOYNVRfmggGAS+7RRx/V999/r7Vr19Z5LT4+XvHx8ZKk2NhYtW/fXqdOnSLcoPUqrai0Dy/nB/MezCvWiaKyerft0C7w/N1H58PL+RDTNTpEIQH86QJAY40aNUpffPFFnfI777xT//jHPxrcfvr06erYsaMWLFggScrIyFBycnKD26WlpamqqkqJiYnuN9oNfEOgycqslcrOL6k1kV2JbTBvTkH9s/G2Dw1Qt+gQu/CSdD7AhLEqNQB4nGEYysjI0MKFC/WrX/3K7rV27do1uH1VVZXWrVun1NRUW9nOnTs1Y8aMerfLz8/XtGnT9MYbbzSu4W4g3MAl5dYqHT5dctFEdtWB5ljBORn1zMYbHuRnO/tSewxMUnSoIkIIMABwKe3fv19FRUUaNWqUOnbs6Pb2mzdvlo+Pj4YNGyapesBwfn6+fHx8NG7cOG3evFmJiYlasWKFrU5ZWZluvPFGzZkzR1dffbVH++MI4QY21vPLCTi6E+nomfpn420X6Gc/gLfWWZioEH8mswOAFmL79u3y8/NT//79G7V9amqqJk2aJB+f6hs0MjIyJEkvvfSSnnjiCSUmJuq3v/2tZs+erQ0bNsgwDE2fPl1jxozR1KlTPdWNehFu2pjKKkPHzpyzWwup+hJSiQ6fKpG1ngAT7O9rm4W3dnjpFh2qDu0CCDAA2i7DkCpKvLNv/5DqW0VdtGPHDlVWVio6Otqu/I477tDrr7/e4PapqalauHCh7XlGRoaioqL03nvvKTY2VpI0ZcoULV26VFL1mZ5Vq1apf//++uCDDyRJf//739WvXz+X2+wuwo0JNWU5gUA/H9sMvBePg4kNYzkBAHCookSal+CdfT9+TApw/c6j7du365ZbbtEzzzxjVx4VFSVJ+uCDD7Rp0ya98MILdbbNzMzUkSNHdN1119nKMjIyNHnyZFuwkaQDBw6oZ8+ekqQRI0aoqsr5905zINy0UlVVho4Xldrmgam5I8md5QRqz8RbE2I6hrOcAACYWXp6uubOnWsLHxfbtWuXBgwY4PC11NRUjRs3TsHBwbayjIwMPfbYY3X2MWrUKM812k2EmxbMMAydrFkP6aK7kA7mF6u0wnmAYTkBALiE/EOqz6B4a98uOnDggM6cOaNBgwY5rbNr1y6VlpYqOTlZx44d07///W/16dNHkvThhx/q/vvvt9UtKipSVlZWnffLyMjQzJkz3eyI53g93CxZskTPPfeccnJy1LdvXy1atEgjR450Wn/Tpk1KSUnRt99+q4SEBP3+979v8PazlszRekiHzt9WfSi/WMX1rIfk62NRYlSwLbTYbqlmOQEAuLQsFrcuDXnL9u3bJUlxcXHKzc21ey02NlY+Pj7atWuXJk6cqHnz5unPf/6z1q5dqz59+ujEiRPatm2bbdyMVB1ifHx87MbPHDp0SKdPn9bAgQMvRZcc8mq4WbVqlR5++GEtWbJE11xzjV599VVNmDBBe/fuVZcuXerUz8rK0sSJE/XrX/9aK1eu1ObNm/Xb3/5WMTExuvnmm73QA9cYhqHTJRV1xr/U3E59toH1kDpFBdvdhVRzK3XnqGD5E2AAAC7asWOHJOknP/mJXbm/v7+KiopUWVmpqqoq3XvvvZKkgIAARURESJLWrl2rYcOG2Y2t2blzp3r37q2goCBbWXp6uiIjI9WtW7dm7o1zFsOob4aS5jVs2DANHjzYNqJaki6//HJNmTJF8+fPr1P/scceU2pqqjIzM21lM2bM0M6dO7VlyxaX9llYWKiIiAgVFBQoPDy86Z2o5UxJueNLSHnFKix1HmBqr4fUNdp+SYHE9sEK9GM5AQBoKUpLS5WVlaWkpCS7L3Uz+Oabb/T888/r3XfflSRNmzZNv/nNbzRixAjdcMMNGjFihH7/+9832/7r+2zd+f722pmb8vJybd++XbNnz7YrHz9+vL766iuH22zZskXjx4+3K7v++uu1bNkyVVRUyN+/7oRwZWVlKiu7MM1/YWGhB1pf1w8ninTd85/XWyc+IqjWLdQX5oRJZD0kAEALsGvXLrtLTLt379YVV1whqfqupzvuuMNbTXOL18JNXl6eKisrFRcXZ1fu6DpgjdzcXIf1rVar8vLybAtz1TZ//nw9/fTTnmu4E52jQuRjkWLCAu0uHdX83DWaAAMAaNl2796tsWPHSpKsVqvOnj2ryMhISWrWMzae5vUBxRfPm2IYRr1zqTiq76i8xpw5c5SSkmJ7XlhY2CwLdgX5++rbp3+m4AACDACgdXrxxRdtP/v5+Wn//v1ebE3jeS3cdOjQQb6+vnXO0pw4caLO2ZkaHTt2dFjfz8+vzkyLNQIDAxUYGOiZRjeAYAMAgPd57VabgIAADRkyROvXr7crX79+vdNFtZKTk+vU//TTTzV06FCH420AAEDb49X7iFNSUvTGG2/ozTffVGZmph555BFlZ2fb5q2ZM2eOpk2bZqs/Y8YMHTp0SCkpKcrMzNSbb76pZcuWadasWd7qAgAAaGG8OubmtttuU35+vubOnaucnBxdccUV+uijj9S1a1dJUk5OjrKzs231k5KS9NFHH+mRRx7Ryy+/rISEBC1evLhFz3EDAAAuLa/Oc+MNzTnPDQDA/Mw8z423eWqeG6a3BQCgEdrYuYFLwlOfKeEGAAA31NzAUlJS4uWWmE95ebkkyde3aXcfe32eGwAAWhNfX19FRkbqxIkTkqSQkJB652eDa6qqqnTy5EmFhITIz69p8YRwAwCAmzp27ChJtoADz/Dx8VGXLl2aHBYJNwAAuMlisSg+Pl6xsbGqqKjwdnNMIyAgQD4+TR8xQ7gBAKCRfH19mzw+BJ7HgGIAAGAqhBsAAGAqhBsAAGAqbW7MTc0EQYWFhV5uCQAAcFXN97YrE/21uXBTVFQkSUpMTPRySwAAgLuKiooUERFRb502t7ZUVVWVjh07prCwMI9OulRYWKjExEQdPnzYlGtWmb1/kvn7aPb+Sebvo9n7J5m/j2bvn9R8fTQMQ0VFRUpISGjwdvE2d+bGx8dHnTt3brb3Dw8PN+0frGT+/knm76PZ+yeZv49m759k/j6avX9S8/SxoTM2NRhQDAAATIVwAwAATIVw4yGBgYF68sknFRgY6O2mNAuz908yfx/N3j/J/H00e/8k8/fR7P2TWkYf29yAYgAAYG6cuQEAAKZCuAEAAKZCuAEAAKZCuAEAAKZCuDlvyZIlSkpKUlBQkIYMGaIvvvii3vqbNm3SkCFDFBQUpO7du+uVV16pU2f16tXq06ePAgMD1adPH61Zs6bJ+20sT/fv9ddf18iRIxUVFaWoqChdd911+uabb+zqPPXUU7JYLHaPjh07erxvNTzdx7feeqtO+y0Wi0pLS5u038bydP9++tOfOuzfz3/+c1udlvw7zMnJ0Z133qlevXrJx8dHDz/8sMN6rfU4dKV/rf04dKWPrfk4dKV/rf04fP/99zVu3DjFxMQoPDxcycnJ+uSTT+rUu+THoQHj3XffNfz9/Y3XX3/d2Lt3r/HQQw8ZoaGhxqFDhxzWP3DggBESEmI89NBDxt69e43XX3/d8Pf3N/7v//7PVuerr74yfH19jXnz5hmZmZnGvHnzDD8/P2Pr1q2N3m9L6t+dd95pvPzyy0Z6erqRmZlp3HPPPUZERIRx5MgRW50nn3zS6Nu3r5GTk2N7nDhxwqN9a84+Ll++3AgPD7drf05OTpP225L6l5+fb9evPXv2GL6+vsby5cttdVry7zArK8uYOXOm8fbbbxsDBw40HnrooTp1WvNx6Er/Wvtx6EofW/Nx6Er/Wvtx+NBDDxl/+ctfjG+++cb4/vvvjTlz5hj+/v7Gjh07bHW8cRwSbgzDuOqqq4wZM2bYlfXu3duYPXu2w/q///3vjd69e9uV/dd//ZcxfPhw2/Nbb73V+NnPfmZX5/rrrzduv/32Ru+3sZqjfxezWq1GWFiY8fbbb9vKnnzySWPAgAGNb7gbmqOPy5cvNyIiIjy638a6FL/DF154wQgLCzPOnj1rK2vJv8PaRo8e7fCLozUfh7U569/FWttxWJuzPrbm47A2V3+Hrfk4rNGnTx/j6aeftj33xnHY5i9LlZeXa/v27Ro/frxd+fjx4/XVV1853GbLli116l9//fVKS0tTRUVFvXVq3rMx+22M5urfxUpKSlRRUaH27dvble/fv18JCQlKSkrS7bffrgMHDjShN441Zx/Pnj2rrl27qnPnzvrFL36h9PT0Ju23MS7V73DZsmW6/fbbFRoaalfeUn+HrmjNx2FjtLbj0FWt9ThsjNZ+HFZVVamoqMjub9Abx2GbDzd5eXmqrKxUXFycXXlcXJxyc3MdbpObm+uwvtVqVV5eXr11at6zMfttjObq38Vmz56tTp066brrrrOVDRs2TCtWrNAnn3yi119/Xbm5ubr66quVn5/fxF7Za64+9u7dW2+99ZZSU1P1zjvvKCgoSNdcc43279/f6P02xqX4HX7zzTfas2eP7r//frvylvw7dEVrPg4bo7Udh65ozcehu8xwHP71r39VcXGxbr31VluZN47DNrcquDMWi8XuuWEYdcoaqn9xuSvv6e5+G6s5+lfj2Wef1TvvvKONGzcqKCjIVj5hwgTbz/369VNycrJ69Oiht99+WykpKY3qR3083cfhw4dr+PDhttevueYaDR48WC+99JIWL17c6P02VnP+DpctW6YrrrhCV111lV15S/8deuo9W+rv0B2t9ThsSGs/Dt3R2o/Dd955R0899ZQ+/PBDxcbGuv2envxs2/yZmw4dOsjX17dOOjxx4kSdFFmjY8eODuv7+fkpOjq63jo179mY/TZGc/WvxsKFCzVv3jx9+umn6t+/f71tCQ0NVb9+/Wz/x+Upzd3HGj4+Prryyitt7TfL77CkpETvvvtunf9bdKQl/Q5d0ZqPQ3e01uOwMVrTceiO1n4crlq1Svfdd5/ee+89uzOHkneOwzYfbgICAjRkyBCtX7/ernz9+vW6+uqrHW6TnJxcp/6nn36qoUOHyt/fv946Ne/ZmP02RnP1T5Kee+45/elPf9LHH3+soUOHNtiWsrIyZWZmKj4+vhE9ca45+1ibYRjKyMiwtd8Mv0NJeu+991RWVqa77rqrwba0pN+hK1rzceiq1nwcNkZrOg7d0ZqPw3feeUfTp0/XP//5T7tb2Gt45Ths1DBkk6m5BW3ZsmXG3r17jYcfftgIDQ01Dh48aBiGYcyePduYOnWqrX7NbbaPPPKIsXfvXmPZsmV1brPdvHmz4evrayxYsMDIzMw0FixY4PTWN2f7bcn9+8tf/mIEBAQY//d//2d3e2JRUZGtzqOPPmps3LjROHDggLF161bjF7/4hREWFubx/jVXH5966inj448/Nn788UcjPT3duOeeeww/Pz/j66+/dnm/Lbl/NUaMGGHcdtttDvfbkn+HhmEY6enpRnp6ujFkyBDjzjvvNNLT041vv/3W9nprPg5d6V9rPw5d6WNrPg5d6V+N1noc/vOf/zT8/PyMl19+2e5v8MyZM7Y63jgOCTfnvfzyy0bXrl2NgIAAY/DgwcamTZtsr919993G6NGj7epv3LjRGDRokBEQEGB069bNWLp0aZ33/Ne//mX06tXL8Pf3N3r37m2sXr3arf16kqf717VrV0NSnceTTz5pq3PbbbcZ8fHxhr+/v5GQkGDcdNNNDg/qltrHhx9+2OjSpYsREBBgxMTEGOPHjze++uort/bbkvtnGIaxb98+Q5Lx6aefOtxnS/8dOvob7Nq1q12d1nwcNtQ/MxyHDfWxtR+HrvyNtubjcPTo0Q77ePfdd9u956U+Di2GcX6UIQAAgAm0+TE3AADAXAg3AADAVAg3AADAVAg3AADAVAg3AADAVAg3AADAVAg3AADAVAg3AADAVAg3AEzh0Ucf1aRJk7zdDAAtAOEGgClkZGRowIAB3m4GgBaAcAPAFHbu3Em4ASCJcAPABA4fPqz8/Hz5+Pho3LhxCgkJUa9evfT11197u2kAvIBwA6DVy8jIkCS99NJLmjNnjnbu3KkuXbpo9uzZ3m0YAK8g3ABo9TIyMhQVFaX33ntPY8aM0WWXXaYpU6bo5MmT3m4aAC8g3ABo9TIyMjR58mTFxsbayg4cOKCePXt6sVUAvIVwA6DVy8jIUHJysl1Zenq6Bg4c6J0GAfAqwg2AVq2oqEhZWVkaNGiQXXlGRgbhBmijCDcAWrWMjAz5+PioX79+trJDhw7p9OnThBugjSLcAGjVdu7cqd69eysoKMhWlp6ersjISHXr1s17DQPgNRbDMAxvNwIAAMBTOHMDAABMhXADAABMhXADAABMhXADAABMhXADAABMhXADAABMhXADAABMhXADAABMhXADAABMhXADAABMhXADAABMhXADAABM5f8DN+/3xZ0qMtMAAAAASUVORK5CYII=", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure()\n", + "plt.plot(H, E/H, label=f'$E_h / h$')\n", + "plt.plot(H, E/H**2, label=f'$E_h / h^2$')\n", + "plt.legend()\n", + "plt.xlabel('$h$')\n", + "plt.ylabel('Erreur globale')\n", + "plt.title('Erreur globale en fonction de $h$')" + ] + }, + { + "cell_type": "code", + "execution_count": 309, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 1.0, 'Erreur pour la méthode mon_schema en echelle logarithmique : log(E) en fonction de log(h)')" + ] + }, + "execution_count": 309, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure()\n", + "plt.plot(np.log(H), np.log(E), '+-', label='erreur')\n", + "plt.plot(np.log(H), np.log(H), '-', label='droite pente 1')\n", + "plt.plot(np.log(H), 2*np.log(H), '-', label='droite pente 2')\n", + "plt.legend()\n", + "plt.xlabel(f'$log(h)$')\n", + "plt.ylabel(f'$log(E)$')\n", + "plt.title('Erreur pour la méthode mon_schema en echelle logarithmique : log(E) en fonction de log(h)')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Exercice 2. Conditions de Dirichlet non homogènes.\n", + "\n", + "On approche à présent le problème de Dirichlet $-u''=f$ dans un intervalle $]a,b[$, avec $a,\\ b\\in\\RR$, avec conditions de Dirichlet non-homogènes : \n", + "\n", + "$$\n", + "\\left\\{\\begin{aligned}\n", + "&-u''(x) = f(x) \\hbox{ sur } ]a,b[ \\\\\n", + "&u(a) = u_a, u(b) = u_b,\n", + "\\end{aligned}\\right.$$\n", + "\n", + "où $u_a,\\ u_b\\in\\RR$ sont données. En suivant la même démarche que dans l'exercice 1, étant donnée une discrétisation de $]a,b[$ de pas $h=\\frac{(b-a)}{M+1}$, on cherche une solution approchée $(u_0,\\dots,u_{M+1})$ solution du système linéaire suivant : \n", + "\n", + "$$\n", + "\\left\\{\\begin{aligned}\n", + "&-\\frac{1}{h^2}(u_{i-1} - 2 u_i + u_{i+1}) = f(x_i) \\hbox{ pour } 1\\leq i\\leq M \\\\\n", + "&u_{0} = u_a, u_{M+1} = u_b,\n", + "\\end{aligned}\\right.$$\n", + "\n", + "où la discrétisation considérée de l'intervalle $[a,b]$ est définie par les $M+2$ points $x_i=a+ih,\\ i=0,\\dots,M+1$.\n", + "\n", + "**Question 1.** Mettre ce système sous la forme $A_h U_h = F+\\Delta$, où $\\Delta \\in\\RR^M$ est un vecteur à déterminer.\n", + "\n", + "**Question 2.** \n", + "Donner la solution exacte du problème \n", + "$$\n", + "\\left\\{\\begin{aligned}\n", + "&-u''(x) = 1 \\hbox{ sur } ]1,2[, \\\\\n", + "&u(1) = 1, u(2) = 2.\n", + "\\end{aligned}\\right.$$\n", + "\n", + "**Question 3.** En suivant la démarche de l'exercice 1, calculer une solution approchée de ce problème par la méthode des différences finies, et représenter dans la même figure la solution exacte et la solution approchée. Refaire dans une autre figure les calculs de la question 5 de l'exercice 1. Refaire l'exercice pour le problème\n", + "\n", + "$$\n", + "\\left\\{\\begin{aligned}\n", + "&-u''(x) = -\\frac{2}{(x+1)^3} \\hbox{ sur } ]1,2[ \\\\\n", + "&u(1) = 1/2, u(2) = 1/3,\n", + "\\end{aligned}\\right.$$\n", + "\n", + "dont la solution exacte est donnée par $u(x)=\\frac{1}{x+1}$. Chercher à comprendre les résultats obtenus." + ] + }, + { + "cell_type": "code", + "execution_count": 316, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 1.0, \"$-u''=f(x)$\")" + ] + }, + "execution_count": 316, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import numpy as np\n", + "%matplotlib inline\n", + "import matplotlib.pyplot as plt\n", + "\n", + "ua, ub = 1/2, 1/3\n", + "a, b = 1, 2\n", + "M = 49\n", + "\n", + "def f2(x):\n", + " return -2/np.power((x+1), 3)\n", + "\n", + "def u2(x):\n", + " return 1/(x+1)\n", + "\n", + "x, U_app = solution_approchée(f2, M, a, b, ua, ub)\n", + "plt.figure()\n", + "plt.scatter(x, U_app, label=f\"$A_M U_h = h² F$\")\n", + "plt.plot(x, u2(x), label='Solution exacte', color='red')\n", + "plt.legend()\n", + "plt.ylabel('f(x)')\n", + "plt.xlabel('x')\n", + "plt.title(f\"$-u''=f(x)$\")" + ] + }, + { + "cell_type": "code", + "execution_count": 317, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 1.0, 'Différence en valeur absolue entre la solution exacte et la solution approchée')" + ] + }, + "execution_count": 317, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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MEUXnx5vEYjG9evWKbGxs6Lvvvqs0vfLyvN4J86bZs2crvGdMmjSJeDyezD30XRu1REQODg4y16pyiurcqlUrql+/PuXn53NhYrGYHB0dyczMjDsny/OZPHmyTJpLliwhAPTs2bMK661IRdeF8nx69+4tE//ixYsEgH777TcurPwefOTIEZm448aNIyUlJe6cKa9348aN6dWrV1y86nx327dvT3p6evT8+fMK61TVY1Sd74SdnR01b95crk3QrVs3MjExkSn329SJ4QflqAo/RVdHaGgo9PT00L17d4jFYu7l4uKCBg0ayP305uzsjCZNmsil4evrC1NTU5k0unTpAgA4e/asTPyuXbuCz+fLpAmA+3ni/v37ePToEcaMGQM1NTWF5S4pKcGpU6fQu3dvaGhoyOTr7++PkpIShUMaXi8zj8fD0KFDZfZt0KABmjVrJlfvBg0awMPDQ+5YvO2nVkNDQ3Tv3h3//PMP97PTy5cvceTIEQwfPhwCwf+GdJ8+fRodO3aErq4u+Hw+lJWVMXfuXGRlZSmc+eL1ulTnM6yOvn37Vjnuvn374OXlBS0tLQgEAigrK2PLli24c+eOXNwOHTpw48IBgM/nY8CAAXj48CFSUlIAAB4eHvjvv/8we/ZsnDlzBsXFxTJp3Lt3D2lpaRg2bBiUlP73NdbS0kLfvn0RHR2NoqKi6lZZTmhoKBwdHeHi4iJzfP38/N76dPylS5eQnZ2NESNGyOwrlUrRuXNnXLlyRe4n4B49esi8d3Z2RklJSaXnwJve/NzCw8MhFosxfPhwmXKoqanBx8fnnc6RgoICzJo1C9bW1hAIBBAIBNDS0kJhYaHCz/x1Hh4eyMnJwaBBg3DkyBGF0weePn0aHTp0QMOGDWXCR44ciaKioioNMfmQ3uV8e5fPsrrnzJ9//gkHBwf4+vrizJkz2LFjB0xMTGTSfPz4MQYPHowGDRpw1xYfHx8A4D6rqlx3K/O+51h17yPvQywWY+HChbC3t4eKigoEAgFUVFTw4MGDt567LVq0AAAEBARg7969SE1NlYtz+vRp2Nvby90zRo4cCSLC6dOnP1hdqqKwsBCXL19Gv379oKWlxYXz+XwMGzYMKSkpuHfvnsw+is5dAG+951X3uvDmMz6tW7eGubk5N2SgnLa2tlyZBg8eDKlUinPnzsmVXVlZmXtf1e9uUVERzp49i4CAAG6YS2Xedoyq+p14+PAh7t69yx2LN9szz549k/t8KlPrHhSrSGFhIbKysuDk5PTB0szIyEBOTg5UVFQUbn/zZvPmxbI8jZCQEJmTqLI0DA0NZd6XD+Aub7SUjwN98wG412VlZUEsFmP16tVYvXp1lfJ9s8xEJNOwep2VlVWlZS4v95sNLUVGjx6NAwcO4OTJk/Dz88Pu3btRWloqMw4sJiYGnTp1Qrt27bB582ZuTNnhw4fx+++/V5pPdT/D6lD0eSty8OBBBAQEoH///vj+++/RoEEDCAQCrF+/Hn///bdc/AYNGlQYlpWVBTMzM6xatQpmZmbYs2cPFi9eDDU1Nfj5+WHp0qWwsbFBVlZWhWU0NTWFVCrFy5cvoaGhUZ0qy8nIyMDDhw+rfH6/uS8A9OvXr8I42dnZ0NTU5N6/7ftRFW8ek/JylN+Q3/T6hb6qBg8ejFOnTuHnn39GixYtoKOjAx6PB39//7eWddiwYRCLxdi8eTP69u0LqVSKFi1a4LfffsNXX30FoOw8qOizLd/+Kb3L+fYun2V1zxlVVVUMHjwY33//PVxdXbnjV66goABt27aFmpoafvvtNzRp0gQaGhpITk5Gnz59qnXdrcz7nmPVvY+8j8DAQKxduxazZs2Cj48P9PX1oaSkhLFjx7713PX29sbhw4exatUqbpylg4MDfvzxRwwaNAhA2bmiaEx3TZ27L1++BBFV6/v0rteh6l4XKroXvFkeRffq1+8Zr3uznlX97gJlz7tU9TvwtmNU1e9EebwZM2ZgxowZCuNW5/yvM43aY8eOQSKRfNA5SssHOB8/flzhdm1tbZn3igawGxkZwdnZGb///rvCNMq/NFVV/hdSeY+dIvr6+txfmV9//bXCOJVNS2ZkZAQej4fz588rfCryQz4p6efnB1NTU2zduhV+fn7YunUrWrZsCXt7ey5OcHAwlJWVERoaKtNLUpVpm6rzGaqqqip82Kuii2xVn5jfsWMHLC0tsWfPHpl9KnqwLD09vcKw8guFpqYm5s+fj/nz5yMjI4Prte3evTvu3r3LxXv27JlcWmlpaVBSUoK+vn6FZVZTU1NYvszMTJk5mo2MjKCurq6wcV6+vSLl21avXl3h08gV/WH1Pt783MrLsX//fpibm793+rm5uQgNDcW8efMwe/ZsLry0tBTZ2dlVSmPUqFEYNWoUCgsLce7cOcybNw/dunXD/fv3YW5uDkNDwwo/29frpEhln+27et/zraqqe87Ex8dj7ty5aNGiBa5cuYIVK1YgMDCQ23769GmkpaXhzJkzXO8sALkpuapy3a1Kud/1HPvQ95HK7NixA8OHD8fChQtlwjMzM6Gnp/fW/Xv27ImePXuitLQU0dHRWLRoEQYPHgwLCwt4enq+97kLlH2XXr8Pvc+5W95of9cyVdW7XBcquhdYW1vLhJU3/BTt+2bj8s3rX1W/uzweD3w+/52/A2+q6neiPN6cOXNkHh5/na2tbZXzrRON2qdPn2LGjBnQ1dXFhAkTPli63bp1Q3BwMCQSyTtPBtytWzeEhYWhcePGH+Si3qRJEzRu3Bh///03AgMDFTYwNTQ04Ovrixs3bsDZ2bnCXsrKyvzHH38gNTUVAQEB713mypQ3vleuXInz58/j6tWrMjNYAGVfQoFAIDMso7i4mJtjuDLV+QwtLCxw69YtmbDTp0+joKCgGjWSx+PxoKKiInMxSU9Pr3D2g1OnTiEjI4O7OUskEuzZsweNGzdW+FeysbExRo4cidjYWKxcuRJFRUWwtbWFUCjErl27MGPGDC7vwsJCHDhwgHvKtSKKjsX9+/dx7949mQt8t27dsHDhQhgaGlZ7/mYvLy/o6ekhISHhgy44UdVfCcr5+flBIBDg0aNH1RpSUhEejwcikvtuBgUFyTyNXBWampro0qULXr16hV69euH27dswNzdHhw4dcOjQIaSlpck0aLZv3w4NDY1KpyyysLDA8+fPZc6xV69eITw8XC5uVY/l+55vVVWdc6awsBD9+/eHhYUFIiMjMXv2bMyePRteXl7ctaC8nG9+Vm9eg6py3X09nTeP2fueY1W9j7zLLxdv4vF4cvU7duwYUlNT5RpTlVFVVYWPjw/09PQQHh6OGzduwNPTEx06dMCiRYtw/fp1mXmOt2/fDh6PB19f3wrTLO/hvXXrlkwPX0hIiML8q3IcNDU10bJlSxw8eBDLli3jpuGUSqXYsWMHzMzM5IYVvot3uS7s3LlT5ny5dOkSnjx5grFjx8rEy8/Px9GjR2V+8t+1axeUlJTg7e1dabmq89318fHBvn378Pvvv793Q7+q3wlbW1vY2NggNjZW7g+td1HrGrXx8fHceIrnz5/j/Pnz2Lp1K/h8Pg4dOlSlsR5VNXDgQOzcuRP+/v749ttv4eHhAWVlZaSkpCAyMhI9e/ZE7969K01jwYIFOHnyJFq3bo2pU6fC1tYWJSUlSEpKQlhYGDZs2FDtn7TWrl2L7t27o1WrVvjuu+/QqFEjPH36FOHh4di5cycA4K+//kKbNm3Qtm1bTJo0CRYWFsjPz8fDhw8REhJS6bglLy8vjB8/HqNGjcLVq1fh7e0NTU1NPHv2DBcuXICTkxMmTZpUrTJXZvTo0Vi8eDEGDx4MdXV1DBgwQGZ7165dsWLFCgwePBjjx49HVlYWli1bVqUe4+p8hsOGDcPPP/+MuXPnwsfHBwkJCVizZg10dXXfq37lU71NnjwZ/fr1Q3JyMn799VeYmJgonJvPyMgI7du3x88//wxNTU2sW7cOd+/elZnWq2XLlujWrRucnZ2hr6+PO3fu4N9//5W5AC1ZsgRDhgxBt27dMGHCBJSWlmLp0qXIycnBH3/8UWmZhw0bhqFDh2Ly5Mno27cvnjx5giVLlsh9v6ZNm4YDBw7A29sb3333HZydnSGVSvH06VOcOHEC06dPr/CPCS0tLaxevRojRoxAdnY2+vXrh/r16+PFixeIjY3FixcvsH79+uoebjg5OeHMmTMICQmBiYkJtLW1K/1L3sLCAgsWLMCPP/6Ix48fo3PnztDX10dGRgZiYmK4XvGq0tHRgbe3N5YuXQojIyNYWFjg7Nmz2LJlS5V6usaNGwd1dXV4eXnBxMQE6enpWLRoEXR1dbkb+bx587hxlnPnzoWBgQF27tyJY8eOYcmSJZWeswMGDMDcuXMxcOBAfP/99ygpKcGqVasU3lireiyVlJTe63yrquqcMxMnTsTTp0+5z3D58uWIiorCwIEDcePGDejp6aF169bQ19fHxIkTMW/ePCgrK2Pnzp2IjY2Vy7sq193y4W9//fUXRowYAWVlZdja2r73OVbV+4i2tjbMzc1x5MgRdOjQAQYGBtw5WFXdunXDtm3bYGdnB2dnZ1y7dg1Lly6t0n1q7ty5SElJQYcOHWBmZoacnBz89ddfMuOUv/vuO2zfvh1du3bFggULYG5ujmPHjmHdunWYNGlSpQ1If39/GBgYYMyYMViwYAEEAgG2bduG5ORkubhOTk4IDg7Gnj17YGVlBTU1tQqHJy5atAhfffUVfH19MWPGDKioqGDdunWIj4/H7t27P8g81u9yXbh69SrGjh2L/v37Izk5GT/++COEQiEmT54sE8/Q0BCTJk3C06dP0aRJE4SFhWHz5s2YNGkSGjVqVGm5qvPdXbFiBdq0aYOWLVti9uzZsLa2RkZGBo4ePYqNGzfK/Xpdmep8JzZu3IguXbrAz88PI0eOhFAoRHZ2Nu7cuYPr169j3759Vc631s1+UP5SUVGh+vXrk4+PDy1cuFDh03jvO/sBEZFIJKJly5ZRs2bNSE1NjbS0tMjOzo4mTJhADx484OKZm5tT165dFZb9xYsXNHXqVLK0tCRlZWUyMDAgNzc3+vHHH6mgoICI/vdk4tKlS+X2h4KnWaOioqhLly6kq6tLqqqq1LhxY7knUxMTE2n06NEkFApJWVmZ6tWrR61bt5Z5crIyf//9N7Vs2ZI0NTVJXV2dGjduTMOHD6erV6++9bhV9IR1RVq3bk0AaMiQIRWWxdbWllRVVcnKyooWLVpEW7ZskXvi9c2n84mq/hmWlpbSzJkzqWHDhqSurk4+Pj508+bNCmc/qGwmjjf98ccfZGFhQaqqqtS0aVPavHmzwvMT/z8Ny7p166hx48akrKxMdnZ2tHPnTpl4s2fPJnd3d9LX1+eOyXfffUeZmZky8Q4fPkwtW7YkNTU10tTUpA4dOtDFixdl4ih6clgqldKSJUvIysqK1NTUyN3dnU6fPq3w+BYUFNBPP/1Etra2pKKiwk0l991338nM4lCRs2fPUteuXcnAwICUlZVJKBRS165dZaYwKz9Wb06HpajsN2/eJC8vL9LQ0CAAXHnf9rkdPnyYfH19SUdHh1RVVcnc3Jz69esnM02UIopmP0hJSaG+ffuSvr4+aWtrU+fOnSk+Pr7CWSVe988//5Cvry8ZGxuTiooKmZqaUkBAAN26dUsmXlxcHHXv3p10dXVJRUWFmjVrJvcUe0VPt4eFhZGLiwupq6uTlZUVrVmzRuH5WNGxrGjGh6qcb9X5LCvytnNm8+bNCuv98OFD0tHRkZk55NKlS+Tp6UkaGhpUr149Gjt2LF2/fl3h/lW57s6ZM4dMTU1JSUlJ7hi96zlGVLX7CBFRREQENW/enFRVVQlApeebovPj5cuXNGbMGKpfvz5paGhQmzZt6Pz58wq/+28KDQ2lLl26kFAo5O7R/v7+MtNCERE9efKEBg8eTIaGhqSsrEy2tra0dOlSuafYFd37YmJiqHXr1qSpqUlCoZDmzZtHQUFBcudOUlISderUibS1tQkAdz+q6Dtx/vx5at++PXe/a9WqFYWEhMjEqegaUpUZUIiqfl0oz+fEiRM0bNgw0tPT46bXe/2eRfS/e/CZM2fI3d2dVFVVycTEhH744QeZ2QIqa2MQVe27S0SUkJBA/fv3J0NDQ1JRUaFGjRrRyJEjqaSk5J2OUVW/E7GxsRQQEED169cnZWVlatCgAbVv3542bNhQ6TF/E4/oA08pwDAMwzAMwyi0bds2jBo1CleuXJFZQVWRdu3aITMzE/Hx8Z+odHVbnZrSi2EYhmEYhmEUYY1ahmEYhmEYps5jww8YhmEYhmGYOo/11DIMwzAMwzB1HmvUMgzDMAzDMHUea9QyDMMwDMMwdV6tW3yhqtatW4elS5fi2bNncHBwwMqVK9G2bdsK4589exaBgYG4ffs2TE1NMXPmTEycOFEmzoEDB/Dzzz/j0aNHaNy4MX7//Xe5xRfelu/BgwexceNGXLt2DVlZWbhx4wZcXFy47dnZ2Zg3bx5OnDiB5ORkGBkZoVevXvj111+rvAiAVCpFWloatLW1P8ik0QzDMAzDfHxEhPz8fJiamkJJifUrfnDVmtW2lggODiZlZWXavHkzJSQk0Lfffkuampr05MkThfEfP35MGhoa9O2331JCQgJt3ryZlJWVaf/+/VycS5cuEZ/Pp4ULF9KdO3do4cKFJBAIKDo6ulr5bt++nebPn89NDn7jxg2ZssTFxVGfPn3o6NGj9PDhQzp16hTZ2NhQ3759q1z/5ORkmYUq2Iu92Iu92Iu92KvuvJKTk6t8z2eqrk7OftCyZUu4urrKLLHZtGlT9OrVC4sWLZKLP2vWLBw9ehR37tzhwiZOnIjY2FhERUUBKFtaMi8vD//99x8Xp3xZt927d1c736SkJFhaWsr11Cqyb98+DB06FIWFhRAI3t55npubCz09PSQnJ0NHR+et8RmGYRiGqXl5eXlo2LAhcnJy3nuJdkZenRt+8OrVK1y7dg2zZ8+WCe/UqRMuXbqkcJ+oqCh06tRJJszPzw9btmyBSCSCsrIyoqKi8N1338nFWbly5TvnW1W5ubnQ0dGpsEFbWlqK0tJS7n1+fj6AsrWmWaOWYRiGYeoWNnTw46hzAzoyMzMhkUhgbGwsE25sbIz09HSF+6SnpyuMLxaLkZmZWWmc8jTfJd+qyMrKwq+//ooJEyZUGGfRokXQ1dXlXg0bNnzn/BiGYRiGYT5Hda6nttybf+UQUaV/+SiK/2Z4VdKsbr6VycvLQ9euXWFvb4958+ZVGG/OnDkIDAyU2Y81bBmGYapGIpFAJBLVdDGYL4yysjL4fH5NF+OLUucatUZGRuDz+XK9o8+fP5frRS3XoEEDhfEFAgEMDQ0rjVOe5rvkW5n8/Hx07twZWlpaOHToEJSVlSuMq6qqClVV1WrnwTAM86UrKChASkoK6uDjI0wdx+PxYGZmBi0trZouyhejzjVqVVRU4ObmhpMnT8pMt3Xy5En07NlT4T6enp4ICQmRCTtx4gTc3d25xqSnpydOnjwpM672xIkTaN269TvnW5G8vDz4+flBVVUVR48ehZqaWrX2ZxiGYd5OIpEgJSUFGhoaqFevHhvHyHwyRIQXL14gJSUFNjY2rMf2E6lzjVoACAwMxLBhw+Du7g5PT09s2rQJT58+5eadnTNnDlJTU7F9+3YAZTMdrFmzBoGBgRg3bhyioqKwZcsWblYDAPj222/h7e2NxYsXo2fPnjhy5AgiIiJw4cKFKucLlM1D+/TpU6SlpQEA7t27B6CsJ7hBgwbIz89Hp06dUFRUhB07diAvLw95eXkAgHr16rETn2EY5gMRiUQgItSrVw/q6uo1XRzmC1OvXj0kJSVBJBKxe/unUmOTib2ntWvXkrm5OamoqJCrqyudPXuW2zZixAjy8fGRiX/mzBlq3rw5qaiokIWFBa1fv14uzX379pGtrS0pKyuTnZ0dHThwoFr5EhFt3bpV4Zx08+bNIyKiyMjICuetS0xMrFLdc3NzCQDl5uZWKT7DMMyXqLi4mBISEqi4uLimi8J8gRSdf+z+/XHVyXlqv3R5eXnQ1dXlpgJjGIZh5JWUlCAxMRGWlpY1NswrNDQU06dPh1QqxaxZszB27FhuW1FREfr164fHjx9DIBBgwoQJ+Oabb2qknMyHp+j8Y/fvj6tODj9gGIZhmNpOLBYjMDAQkZGR0NHRgaurK/r06QMDAwMuzqxZs+Dj44PCwkK4u7ujS5cusLa2rsFSM0zdxRq1DMMwzGePiFAsknzwdNWV+RU+gBYTEwMHBwcIhUIAgL+/P8LDwzFo0CAAgIaGBnx8fAAAmpqasLGxwbNnz1ijlmHeEWvUMgzDMJ+9YpEE9nPDP3i6CQv8oKGi+FaalpbGNWgBwMzMDKmpqQrjJicn49atW3B1df3gZWSYL0WdW1GMYRiGYeoCRY+sKOrVLSkpwYABA7Bs2TJoamp+iqIxzGeJ9dQyDMMwnz11ZT4SFvh9lHQrIhQKZXpmU1JS0LJlS5k4RIQRI0bA398f/fr1++DlY5gvCWvUMgzz2SoVl42hVBWwOSK/dDwer8JhAh+Lh4cH4uPjkZqaCh0dHYSFhWHu3LkycebMmQMNDQ389NNPn7RsDPM5YsMPGIb5LMWl5MJnyRm4/RqB348l4FlucU0XifnCCAQCLF++HL6+vmjevDm+//57GBoawt/fH2lpaUhJScHixYsRExMDFxcXuLi4IDz8w4/7ZZgvBZuntg5i89wxTOWOx6dj2p4bKBFJuTCBEg89mplinLcVmpqw782XoDbMU8t8udg8tZ8e66llGOazQUTYePYRJu28hhKRFD5N6mHjMDe0sjKAWEo4eCMVXf46j+F/x+Diw0yFD/IwDMMwdRMbU8swzGdBJJHi58PxCL6SDAAY7mmOud3sIeArwc+hAW6l5GDjucf4L+4Zzt1/gXP3X8DBVAfjva3Q1ckEAj77G59hGKYuY41ahmHqvNwiESbtvIZLj7KgxAN+7maPUV6WMnGczfSwdrArnmYV4e+LidhzJRm30/LwbfBNLDl+D2PaWGJAi4bQVGWXRYZhmLqIjamtg9iYHIb5nydZhRi17QoevyiEhgofqwc1R4emxm/d72XhK+yIfoJ/opKQWfAKAKCjJsDQVuYY6WWB+tpsDGZdx8bUMjWJjan99NjvbQzD1FlXk7LRe90lPH5RCBNdNeyf2LpKDVoA0NdUwTcdbHBhVnss7O0EKyNN5JWIse7MI7T5IxKzD9zCw+cFH7kGDMMwzIfCfmdjGKZOOnwjFTP338IriRROQl1sGeGO+jrV741TU+ZjcMtGGNiiIU7eycCmc49x7clLBF9JRvCVZHRsWh/jvRujhYW+wtWgGIZhmNqB9dQyDFOnEBH+PHkf0/bcxCuJFH4OxtgzodU7NWhfp6TEg59DAxyY1BoHJnmik70xeDwg4s5zBGyMQu91l/Bf3DNIpGzEFlN1oaGhsLW1hY2NDYKCguS2f/3116hfvz7c3d1lwn/77Tc0atQIRkZGMuFBQUGwsbEBj8dDQcH/fkkIDQ2Fo6MjlJSUEB8fz4XHxMTA3d0dysrKCA0N5cKTkpLg5eUFNTU1rFmzhgsvKChAhw4doKWlhRkzZsjk3bt3b+jr68utfPY51IH5PLBGLcMwdUaJSIJvg2/ir1MPAAATfKywfojbB18pys3cAJuGuyMi0AeDPBpBRaCEm8k5mLTzOjosP4N/o5+gRCT5oHkynx+xWIzAwECcPn0a169fx+LFi5GdnS0TZ/Dgwfjvv//k9vXz88Ply5flwlu2bIkTJ07A3NxcJtzW1hb79++Ht7e3TLipqSmCgoIwaNAgmXAdHR2sWLEC06dPlwlXVlbGvHnzsHTpUrm8p06diu3bt8uFfw51YD4PrFHLMEydkFVQiiFBl3E0Ng0CJR7+6OOEOV2aQknp4w0JaFxPC4v6OOHirPb4pr019DSUkZRVhJ8Px6P1H6exMuI+sgtffbT8mQ+ICHhV+OFflTxrHRMTAwcHBwiFQmhra8Pf319uxTAvLy8YGhrK7duiRQuYmJjIhTs5OcHS0lIu3MbGBnZ2dnLhZmZmcHFxgZKS7O3ewMAALVu2hLKysky4qqoqvL29oa6uLpeWr68vtLW15cI/hzownwc2ppZhmFrv4fN8jNp2BcnZxdBWE2DDUDd4WRu9fccPpJ62KqZ3ssWkdo2x90oygi4kIuVlMVZGPMCGs4/Q360hxra1hLmh5icrE1NNoiJgoemHT/eHNEBF8eeelpYGoVDIvTczM0NqauqHLwPDMABYo5ZhmFruwoNMTNp5DfklYjQy0MDfI1vAur5WjZRFQ0WAkV6WGNrKHP/Fp2PTuceIS83Fv9FPsPPyE3R2bIDx3o3h0lCvRsrH1C6KZsxkDxsyzMfDGrUMw9Rau2Oe4qfD8ZBICe7m+tg03B0Gmio1XSwI+Ero3swU3ZxNEP04G5vOPULkvRcIi0tHWFw6PCwNMMHbCr629T/q8AimGpQ1ynpVP0a6FRAKhTI9sykpKWjZsuWHLwPDMABYo5ZhmFpIKiUsPn4XG889BgD0dDHF4r7OUFPm13DJZPF4PHg2NoRnY0PcS8/HpnOPcTQ2FTGJ2YhJzIZ1fS2Ma2uJXs2FUBXUrrJ/cXi8CocJfCweHh6Ij49HamoqdHR0EBYWhrlz537SMjDMF4WYOic3N5cAUG5ubk0XhWE+uMJSEY375wqZzwol81mhtPLkfZJKpTVdrCp7llNMC8MSyHHuca4O7r+dpDWnH1BO4auaLt4Xpbi4mBISEqi4uLjGynDkyBGysbGhxo0b08aNG4mIqEuXLpSamkpERGPGjKEGDRqQsrIyCYVCOnjwIBERzZs3j4RCISkpKZFQKKS//vqLiIiCgoJIKBQSn88nU1NT+v7774mI6Pjx4yQUCklFRYWMjY1p4MCBRER0+/ZtEgqFpKGhQYaGhtSmTRsiKruPCIVC0tbWJj09PTI3N+fKbG9vT/r6+qSlpUVCoZCePXtGRESdOnUiIyMjUldXJ6FQSDExMZ9NHT4GRecfu39/XGyZ3DqILbPHfK4y8kow5p8riE/NgwpfCUv7O6Oni/DtO9ZC+SUiBMck4++LiXiWWwIA0FThY0CLRhjT1hJCPfkns5kPiy2Ty9Qktkzup8eGHzAMUyvcTsvFmG1XkZ5XAgNNFWwa5gZ3C4OaLtY701ZTxjhvK4xobYHQW2nYdO4x7qbn4++LifgnKgndnE0w3tsKDqa6NV1UhmGYzwJr1DIMU+NO3cnAN7tvoOiVBI3raWLrSA80Mqz4AZy6REWghD6uZujdXIhzDzKx6dwjXHyYhSM303DkZhraWBthvLcV2toYsSfjGYZh3gNr1DIMU2OICFsvJuG3YwmQEuBlbYh1Q9ygq6789p3rGB6PB58m9eDTpB7iU3Ox6dxjHIt7hgsPM3HhYSaamuhgvLclujmbQpnP1sVhGIapLnblZBimRoglUsw9chsLQssatIM8GmLbKI/PskH7JkehLlYNao4zM9phlJcFNFT4uPMsD9/tiYXPkkgEnX+MglJxTReTYRimTmEPitVBbKA5U9fllYgwZdcNnLv/AjweMKeLHca1tfpif37PKXqFnZefYuvFJGQWlAIAtNUEGNLSHKO8LGCswx5yehfsQTGmJrEHxT49NvyAYZhPKjm7CGP+uYL7GQVQU1bCygHN0dmxQU0Xq0bpaajga19rjGljicM3UrHp/GM8flGIDWcfYcuFx+jpIsR4bys0MWZr1jMMw1SEDT9gGOaTufH0JXqvu4j7GQWor62KfRNaf/EN2tepKfMx0KMRIr7zQdBwd3hYGEAkIey/loJOf57DqK0xiHqUpXD5VaZ2Cg0Nha2tLWxsbBAUFCS3PSYmBg4ODrC2tsaCBQu48Hbt2sHOzg4uLi5wcXHhwmNjY9GqVSu4uLjAy8sLjx+XLVCSnJyMdu3awcXFBW5ubrhy5QoAYMeOHXBycoKzszM6duyIlJQUAMCFCxfQrFkzuLi4oEWLFrh06RIAICkpCRoaGly+5YtFlKdvb28PZ2dn7Nu3jyvTzp074ejoCAcHByxdulSujv369YO7uzv3PigoCDY2NuDxeCgoKJA5Vo6OjlBSUkJ8fDwXvnTpUq48tra20NPT47adPHkSzs7OcHR0xIABA2TyffbsGXR0dLBmzRoAwL1797h0XFxcoK6ujsOHD7/T58DUUjU5SS7zbtjkzUxdFBKbSk1+DCPzWaHUeeU5Ssspquki1QnXn2TTxH+vksXsUG4xhx6rz1NIbCqJxJKaLl6tVtOLL4hEIrKxsaGUlBTKy8sja2trysrKkonj7u5OsbGxJBKJyN3dneLi4oiIyMfHh/v/67p160bHjx8nIqJ169bR+PHjiYhoypQptGHDBiIiCgsLo06dOhER0aVLlygnJ4eIiDZv3kzDhg0jIqLCwkISi8VEVLa4gbOzMxERJSYmkpubm1y+aWlpdOPGDSIiysjIIKFQSAUFBfTixQuytLSk7Oxskkgk1LVrV7p79y6334kTJyggIEAmzVu3btHjx4/J3Nyc8vPzufD79+/TnTt3Kqx7eR1GjBhBRETZ2dnk4OBAaWlpXLleN3z4cOrTpw+tXr1aLp38/HwyNDSkgoICIqr+51AVbPGFT4/11DIM81EREdZGPsSUXTdQKpaig1197J/oCRNdtvhAVTRvpI/1Q90QOb0dhrZqBFWBEmJTcjFl1w34Lj+Dfy4loegVe6jsbYgIRaKiD/6iSnrNy3v/hEIhtLW14e/vj/DwcG57WloaxGIxnJ2dIRAIMHjwYISEhFRaDx6Ph/z8fABAfn4+TExMKg339PSErm7ZXMiurq5ITU0FAGhoaIDP53Px3zae3cTEhOuprF+/PgwMDJCdnY3Hjx/D3t4e+vr6UFJSgo+PDw4dOgQAEIlEWLhwIX766SeZtJycnGBpaSmXh42NDezs7Cotx969e7ke2V27dmHgwIFcXevXr8/FO3fuHHR0dODk5KQwnaNHj6JDhw7Q1NR8p8+BqZ3YmFqGYT6aV2Ip5hyMw4HrZT95jvayxI9dm4Kv9GU+EPY+LIw08VsvJ3zXsQm2Rz3B9qgkJGcXY97R2/gz4j6GtzLH8NYWMNJSremi1krF4mK03NXyg6d7efBlaCgrnlM5LS0NQuH/VsQzMzPjGpUVbT979iz3fvDgwRAIBBg7diwmT54MAFiyZAn8/Pwwbdo0aGlpISYmBgDwww8/4KuvvsLKlSshlUoRFRUlV55t27ahU6dO3PuIiAh88803yMjIQFhYGBd+7949NG/eHEZGRli+fDmcnZ1l0rl69SqkUikaNmwITU1NxMXFITU1FUZGRggLC4OjoyMAYMWKFRgxYgS0tT/MWPDMzEzExsaiY8eOAIAHDx5AIpGgbdu2KC0txbx589C1a1eIxWLMnTsXBw8exKpVqxSmtXfvXgwfPhzAu30OTO3EGrUMw3wULwtfYeKOa7icmA2+Eg+/dLfHME+Lmi5WnWeopYrvvmqCiT6Nsf9aMjafT8TT7CKsOv0QG889Rl83M4xrawVLI82aLuoXT1Ev7us9opVt37VrF0xNTZGdnY3OnTvDwcEBPj4+WLduHdavXw9/f3+sXbsWgYGBCAoKwq5duzBp0iRMnjwZx44dw5gxYxAREcGle+jQIURHR+P8+fNcWMeOHXHnzh1ER0dj7ty5OHHiBExMTPDkyRMYGBggMjIS/fr1w/3797l9srKyMHz4cG58sIGBAf766y/06tULKioqaNasGQQCAVJTU3HixAlERETgyZMn738wARw8eBA9evSAsnLZtH8ikQhxcXE4efIksrKy4OXlhdatW2P79u3o378/DAwUr0iYl5eHixcvIjg4GMC7fQ5M7cQatQzDfHCJmYUYve0KEjMLoaUqwJrBzdHOtv7bd2SqTF2Fj2GeFhjc0hzht9Ox8dxjxCbnYNflp9gd8xSd7I0x3rsx3Mz1a7qotYK6QB2XB1/+KOlWRCgUyvTMpqSkoGXLlpVuL/8p3dTUFEBZo7Fv3764cuUKfHx8sHv3bq73MSAgAGvXrgUAbNmyBWfOnAEAdO3aFSNGjODSvXLlCubMmYPTp09DVVW+J79Vq1ZITk7GixcvUK9ePS6Or68v+Hw+MjMzYWRkhNLSUvTu3Rtz5sxB69atuf179eqFXr16AQB+++036Ovr4+bNm0hISIClpSXEYjFevHgBf39/mR7h6tqzZw/mzJnDvTczM0PDhg2hpqYGoVAIBwcHPHz4EDExMbhw4QKWLl2KnJwc8Pl8aGhoYPTo0QCAI0eOwM/Pj5tm610+B6Z2YmNqGYb5oKIfZ6H3uotIzCyEUE8dBya1Zg3aj4ivxIO/kwkOT26NPeNboYNdfRAB4bcz0Hf9JfRbfwknbqdDKv2yZ0zg8XjQUNb44K/KxqJ6eHggPj4eqampyM/PR1hYGPz8/Ljtpqam4PP5uHXrFsRiMXbv3o3u3btDLBYjMzMTQNlcp+Hh4XBwcAAAGBoaIjo6GgBw6tQp2NraAgAaNmyIU6dOAQCio6PRsGFDAGWzGQwZMgR79+7lGmgAkJiYCIlEAgCIj49HQUEBDA0N8eLFCy781q1bKC4uhqGhIYgII0eORPv27TFs2DCZej5//hwAkJ6ejj179mDQoEHo2rUrnj17hqSkJFy4cAFOTk7v1aB9/vw57ty5A19fXy6sR48eOHfuHKRSKXJycnDnzh1YWlpi586dePLkCZKSkjBt2jTMnz+fa9ACsuNy3/VzYGon1lPLMMwHs/9aCuYcvAWRhODSUA+bh7ujnjYb4/kp8Hg8tLQyREsrQzzIyMfm849x+EYarj55iav/XoOVkSbGtrVCH1ch1JT5NV3cL4JAIMDy5cvh6+sLqVSKmTNnwtDQEP7+/ggKCoKpqSnWrFmDQYMGoaSkBMOGDYOTkxMKCwvh5+cHkUgEiUSCgIAAdOnSBQCwceNGTJo0CVKpFLq6uvj7778BAMuWLcO4ceOwaNEiqKioYNOmTQDKek7LhwwAgKWlJQ4dOoRTp07hzz//hLKyMtTU1LBjxw4oKSnh3LlzmDt3LgQCARfO4/Fw4cIF7NmzB87Oztw0WP/++y+cnJzw9ddf4/bt2+Dz+Vi2bFmFP/uX27JlC+bNm4f09HTY2tpiyJAhWLJkCcLDwzFmzBi8ePECHTt2hK+vL3bv3g0AOHDgAHr27Mk93AYADg4OaNOmDRwdHcHn8/Hrr7/CyMio0rxzc3MRExODAwcOyIRX93Ngaie2olgdxFYkYWobqZSw4uR9rIl8CADo6mSC5QHNWOOphj3PK8HWS0nYEf0E+SVlMyQYaalghKcFhnmaQ09DpYZL+HGxFcWYmsRWFPv0WKO2DmJfCqY2KRFJMH1vLI7FPQMATPG1RuBXTaDEZjioNQpKxdhzJRl/X0hEak4xAEBdmY8BLRpiTBtLNDRQ/PR+XccatUxNYo3aT48NP2AY5p29yC/FuO1XcTM5B8p8Hhb1cUY/N7OaLhbzBi1VAca0scRwT3Mcu/UMG889xp1nedh2KQnbo5Lg72SCCd6N4WSmW9NFZRiGeWesUcswzDu5l56P0duuIDWnGLrqytg4zA2trAxrulhMJZT5SujVXIieLqa4+DALG889wvkHmQi99Qyht57B08oQ432s0K5JvbdOxs8wDFPbsEYtwzDVdvb+C3y98zoKSsWwNNLElhHusKqnVdPFYqqIx+OhjY0R2tgYISEtD5vPP0ZIbBqiHmch6nEWbI21Mc7bCj2amUJFwCbJYRimbmBXK4ZhquXf6CcYve0KCkrF8LA0wMFJrVmDtg6zN9XBnwNccG6mL8a2sYSmCh/3MvIxY18svJdEYuPZR8grEdV0MRmGYd6KPShWB7GB5kxNkEgJvx1LwNaLSQCAvq5mWNTHifXkfWZyi0XYdfkptl5MxPP8UgBlY3IHt2yEUV4WMNGteLGB2oY9KMbUJPag2KfH7kYMw7xVQakY47df5Rq03/vZYll/Z9ag/QzpqitjUrvGOD/LF0v6OcOmvhYKSsXYdO4x2i6ORODem7ibnlfTxawzQkNDYWtrCxsbG25p2dfFxMTAwcEB1tbWWLBgARc+dOhQNGvWDE5OTty8tACQmZkJX19f2NjYoE+fPigpKQEA/PXXX3B2doaLiwv8/PyQkZEBoGwJ2IkTJ8La2hru7u549OgRAODChQto1qwZXFxc0KJFC1y6dInLOygoCDY2NmjSpAlCQ0MBAPn5+WjRogVcXFzg5OSEzZs3fxF1KNevXz+4u7tX9lEztQExdU5ubi4BoNzc3JouCvMFSMspos4rz5H5rFBq8mMYhcam1XSRmE9IIpHSqTvpFLDhEpnPCuVew7dcpgsPXpBUKq3pIlaouLiYEhISqLi4uEbyF4lEZGNjQykpKZSXl0fW1taUlZUlE8fd3Z1iY2NJJBKRu7s7xcXFERHJXN8DAgLo4MGDREQUGBhIq1evJiKiadOmcf9/Pf7atWtp6tSpRER09OhR6tu3LxERHT58mPt/YWEhicViIiK6ffs2OTs7ExFRZmYmNWnShPLy8ig5OZmsra1JJBKRWCymwsJCbl9LS0vKzMz87OtARHTixAkKCAggNzc3+Q+5EorOP3b//rhYNwvDMBWKS8lFzzUXcedZHoy0VBA8vhW6OpvUdLGYT0hJiYf2dsbYM8ETR772QlcnEyjxyh4WHBJ0Gd3XXMCRm6kQS6Q1XdRKERGkRUUf/EWVjOAr7/0TCoXQ1taGv78/wsPDue1paWkQi8VwdnaGQCDA4MGDERISAgDcT9NisRjFxcXcbBQhISHcMrXDhw+Xiw+U9Ugqit+9e3dcvHgRRAQNDQ1uda7X44eHh8Pf3x/a2towMzODvb09rly5Aj6fDw2NsvmMS0pKIJFIQESffR1EIhEWLlyIn376qcLPmak96myjdt26ddw4FTc3N5w/f77S+GfPnoWbmxvU1NRgZWWFDRs2yMU5cOAA7O3toaqqCnt7exw6dKja+R48eBB+fn4wMjICj8fDzZs35dIoLS3FN998AyMjI2hqaqJHjx5ISUmp3gFgmI8s/HY6AjZG4Xl+KZoYa+HQZC80b6Rf08VialCzhnpYO8QVZ2b4YrinOdSUlRCfmodvg2/iqz/PIe3/F3aojai4GPdc3T74i4orrnNaWhqEQiH33szMDKmpqVXe3q9fPxgbG0NLSws9evQAULbMq66ursL4f/zxB8zNzbF9+3auEfZ6HkpKSjAwMEBWVhYAICIiAk2bNkWXLl24e2JlZcrJyUGzZs1gZmaGmTNnwsjI6LOvw4oVKzBixAhoa2uDqf3qZKN2z549mDZtGn788UfcuHEDbdu2RZcuXfD06VOF8RMTE+Hv74+2bdvixo0b+OGHHzB16lSZtZ+joqIwYMAADBs2DLGxsRg2bBgCAgJw+fLlauVbWFgILy8v/PHHHxWWf9q0aTh06BCCg4Nx4cIFFBQUoFu3bpBIJB/g6DDM+yEibDr3CBN3XEOxSALvJvWwf1Lrz3bVKab6GhlqYEFPR1ya3QGBXzWBoaYKEjML8c3uGxDV8h7bT0lRL+7r8/++bfv+/fvx7NkzEBFOnTolt/3N97Nnz8aTJ08wZswYrF69+q15dOzYEXfu3EFYWBjmzp371vh6enqIjY1FYmIidu3ahYyMjM+6DqmpqThx4gRGjBght52pnerkPLUrVqzAmDFjMHbsWADAypUrER4ejvXr12PRokVy8Tds2IBGjRph5cqVAICmTZvi6tWrWLZsGfr27cul8dVXX2HOnDkAgDlz5uDs2bNYuXIldu/eXeV8y38iSUpKUlj23NxcbNmyBf/++y86duwIANixYwcaNmyIiIgI+Pn5fYAjxDDvRiSRYu6ReOyOSQYADG3VCL90d4CAXyf//mU+MgNNFUztYINeLkJ0XXUe1568xLIT9zCnS9OaLpocnro6bK9f+yjpVkQoFMr0QqakpKBly5aVbjcxkR3eo6Kigl69euHw4cP46quvoKOjw/V0KooPAEOGDEH79u0xf/58Lg93d3dIpVJkZ2fDwMBAJn6rVq2QnJyMFy9eQCgU4sqVK5WWydjYGM7Ozjh37hy8vLw+2zrcvHkTCQkJsLS0hFgsxosXL+Dv74+wsDC58jK1Q527U7169QrXrl1Dp06dZMI7deok8+Tj66KiouTi+/n54erVqxCJRJXGKU/zXfJV5Nq1axCJRDLpmJqawtHRscJ0SktLkZeXJ/NimA8tt1iEkVtjsDsmGTweMLebPX7t6cgatMxbNTLUwJJ+zgCAjWcf4/TdjBoukTwejwclDY0P/qps5TUPDw/Ex8cjNTUV+fn5CAsLk+m4MDU1BZ/Px61btyAWi7F79250794dYrGY6xiRSCQ4duwY7OzsAADdunXDv//+CwDYvn07unfvDgB48OABl+7Ro0cVxg8JCUHr1q3B4/GQmJjI/ToYHx+PgoICGBoaolOnTggLC0N+fj5SUlJw+/ZteHh4ICMjg7v35OXl4dy5c7C1tf2s69C1a1c8e/YMSUlJuHDhApycnFiDtparcz21mZmZkEgkMDY2lgk3NjZGenq6wn3S09MVxheLxcjMzISJiUmFccrTfJd8KyqLiooK9PVlxyZWls6iRYswf/78KufBMNX1NKsIo7bF4NGLQmio8LFqYHN0tDd++44M8/+6OJlgZGsLbLuUhMC9sQib2hamenVnTtuPQSAQYPny5fD19YVUKsXMmTNhaGgIf39/BAUFwdTUFGvWrMGgQYNQUlKCYcOGwcnJCaWlpRg0aBAKCgpARPD29sbEiRMBlP2K2K9fP6xcuRKOjo5YuHAhAGD58uU4f/48lJWVYWpqio0bNwIoaxCGhoaicePG0NPTQ3BwMADg1KlT+PPPP6GsrAw1NTXs2LEDSkpKMDIywvTp09G8eXMoKSlhxYoVEAgESElJwZgxY0BEICJMmTIFzs5lf8h8rnVg6qBPONPCB5GamkoA6NKlSzLhv/32G9na2ircx8bGhhYuXCgTduHCBQJAz549IyIiZWVl2rVrl0ycHTt2kKqq6jvlm5iYSADoxo0bMuE7d+4kFRUVufgdO3akCRMmKCx/SUkJ5ebmcq/k5GQ2JQjzwVxJzKLmC06Q+axQarUwguJTc2q6SEwdVSISU7dV58l8Vij1WXeRXoklNVqemp7Si/mysSm9Pr0697uikZER+Hy+XK/m8+fP5XpRyzVo0EBhfIFAAENDw0rjlKf5LvlWVJZXr17h5cuXVU5HVVUVOjo6Mi+G+RCO3EzF4M2XkV34Co5CHRz+2gsOpro1XSymjlIV8LF2sCu0VQXc+FqGYZhPpc41alVUVODm5oaTJ0/KhJ88eRKtW7dWuI+np6dc/BMnTsDd3R3KysqVxilP813yVcTNzQ3Kysoy6Tx79gzx8fHVSodh3gcRYWXEfXwbfBOvJFJ0sjfG3gmeMNZhS4ky76cujK9lGObzVOfG1AJAYGAghg0bBnd3d3h6emLTpk14+vSpzHid1NRUbN++HQAwceJErFmzBoGBgRg3bhyioqKwZcsWblYDAPj222/h7e2NxYsXo2fPnjhy5AgiIiJw4cKFKucLANnZ2Xj69CnS0tIAAPfulfVUNGjQAA0aNICuri7GjBmD6dOnw9DQEAYGBpgxYwacnJy42RAY5mMqEUkw+8AtHL5Zdo5O8LbCrM52UFKq+IEXhqkONr6WYZgaUdPjH97V2rVrydzcnFRUVMjV1ZXOnj3LbRsxYgT5+PjIxD9z5gw1b96cVFRUyMLCgtavXy+X5r59+8jW1paUlZXJzs6ODhw4UK18iYi2bt1KAORe8+bN4+IUFxfTlClTyMDAgNTV1albt2709OnTKtedjclh3lVmfgn1XXeRzGeFUuM5x2jX5Sc1XSTmM1UiElP31TU7vpaNqWVqEhtT++nxiCpZ44+plfLy8qCrq4vc3Fw2vpapsofPCzB62xU8zS6CtpoAG4a6wcvaqKaLxXzGnmYVoevq88gvEWOCtxXm+H/a+WtLSkqQmJjIrQLJMJ+SovOP3b8/rjo3ppZhmOq7+DATfdZdxNPsIjQ0UMehya1Zg5b56BoZamBp+fjac49x6g4bX8swzMfDGrUM85kLjnmKEX/HIK9EDDdzfRye7AXr+mwdc+bT6OxYNr4WAKbvi0VqTnHNFugTCw0Nha2tLWxsbBAUFCS3PSYmBg4ODrC2tsaCBQu48N9++w2NGjWCkZHsH58jR46ElZUVXFxc4OLiwj2/8ddff8HZ2RkuLi7w8/NDRkbZHxB5eXno2rUrXFxc4OzsjP/++08mvdjYWAgEAoSGhnJh169fh4eHBxwcHNCmTRsuvHfv3tDX10e/fv1k0rCwsODy9vf358KHDh2KZs2awcnJCZMmTYJUKuXybNWqFVxcXODl5YXHjx/LpLd69WrweDwUFBRwYTt27EDTpk3h4OCA6dOnAyhbudPLywtqampYs2YNFzcpKQkaGhrcMSpfPjc/Px8tWrSAi4sLnJycsHnzZm6f4OBgODk5wdHREQMHDkRpaSkAoF27drCzs+PSYmq5mh7/wFQfG5PDVIVEIqWFxxLIfFYomc8Kpam7r1PxK3FNF4v5Ar0+vrb32gufbHxtTY+pFYlEZGNjQykpKZSXl0fW1taUlZUlE8fd3Z1iY2NJJBKRu7s7xcXFERFRTEwMpaWlkaGhoUz8ESNGUEhIiFxer98P1q5dS1OnTiUiomXLltHs2bOJiCghIYGaNGnCxZNKpdSlSxfq3Lkzl6ZIJCJnZ2dKSEggIqKMjAwu/unTp+no0aPUt29fmbzNzc0pPz+/0jIFBATQwYMHiYioW7dudPz4cSIiWrduHY0fP56L9/z5c+rcuTM1atSIS/Pu3bvUokULysvLkylTVlYWRUdH0w8//ECrV6/m0khMTCQ3Nze58ojFYiosLCQiosLCQrK0tKTMzEySSqVkYmJCmZmZREQ0YMAAbt56Hx8f7jOpLjam9tNjPbUM8xkqeiXGpJ3XsPFcWQ/ItI42WDnABWrK/BouGfMlUhXwsWaQK7TVBLj+NAfLwj/9/LVEBFGp5IO/qJLHUsp7YYVCIbS1teHv74/w8HBue1paGsRiMZydnSEQCDB48GCEhIQAAFq0aAETE5Mq1+/18Zn5+fnc8r08Hg/5+flc+Otp/vvvv2jfvr3MHOnh4eFo0aIFmjYtG/9cv359bpuvry+0tav+K095mcRiMYqLi6tUpjlz5mD+/Pkyyw8HBQVh6tSpXN7lZTIwMEDLli25qTnfhs/nQ0NDA0DZeFeJ5H+fHxGhqKgIEokERUVF1Tr2TO1RJ6f0YhimYhl5JRj7z1XEpeZCha+EJf2c0au5sKaLxXzhysbXNsPEHWV/bHlYGqBD00+3FLP4lRSbvj37wdMd/5cPlFUV/7GYlpYGofB/3z0zMzOkpqZWuv3s2beXccaMGfjxxx/Rq1cv/PLLL1wD8I8//sD69euhpaXFpTN+/Hh0794dpqamKC4uRkREBICyYQlBQUGIiIjA+PHjubQfPHgAsViMjh074uXLl/j6668xevToSsvD4/Hg7e0NgUCAWbNmoW/fvty2fv36ITIyEn5+fujRowcAYMmSJfDz88O0adOgpaWFmJgYAEB0dDSkUik8PDxk0n/w4AGUlJTg6ekJgUCAZcuWoWXLlpWW6d69e2jevDmMjIywfPlybjncnJwc+Pj44MGDB1i6dCk3vGPNmjVwdHSEqqoqOnbsiHbt2nFpDR48GAKBAGPHjsXkyZMrzZepWaynlmE+Iwlpeei19iLiUnNhoKmCneNasgYtU2t0dmyAUV4WAL6M8bWKenFf74F823ZFFi1ahDt37iAqKgo3btzg5mMHgNmzZ+PJkycYM2YMVq9eDQA4fvw4WrVqhbS0NJw+fRojRoyAVCrFvHnzMGvWLKioqMikLxKJEBUVhX379uHUqVNYsWIF7t69W2mZLl68iOvXr+PgwYOYM2cOHj58yG3bv38/nj17BiLCqVOnAADr1q3D+vXrkZKSgm+++QaBgYGQSqWYM2cOfv/9d7n0RSIRnj59igsXLmDdunUYPHhwpT3kJiYmePLkCW7cuIEffvhBZgywnp4eYmNjkZiYiF27diEjIwMikQibNm1CXFwcV9YdO3YAAHbt2oVbt24hIiIC27Ztq9IfHUzNYT21DPOZOH03A9/suoHCVxI0rqeJv0e2gLmhZk0Xi2FkzOnSFNefvERsSi6+2XUdeyZ4Qpn/8ftXBCpKGP+Xz0dJtyJCoVCmZzYlJUWmh1HR9rf97F2+XUNDA0OGDMH58+cxYsQImThDhgxB+/btMX/+fGzduhW//PILAKB58+YgImRmZuLatWs4dOgQvv76a2RmZuK///7Dv//+CzMzM/j6+kJfXx8A4OPjg7i4ONjZ2VVYJlNTUwBlPc0dOnTAzZs3YW1tzW1XUVFBr169cPjwYXz11VfYvXs3Vq1aBQAICAjA2rVrkZ+fj/j4eHh6enLHwsHBAXFxcVyZ+Hw+nJycoKamhszMTNSrV09heVRVVaGqqgoA3H6ZmZkyD90ZGxvD2dkZ586dg4WFBQQCARo1agQA6NOnDyIjIzF06FCubgYGBujbty+uXLkCH58Pfx4xHwbrqWWYOo6IsPViIsb+cxWFryRo3dgQByd5sQYtUyupCJSwZvCnH1/L4/GgrMr/4K/KelY9PDwQHx+P1NRU5OfnIywsDH5+ftx2U1NT8Pl83Lp1C2KxGLt370b37t0rrcezZ88AABKJBKGhoXBwcABQ9hN9uaNHj3KN0IYNG3I9pImJicjLy4ORkRHOnTuHpKQkJCUloV+/ftiyZQs6deoEPz8/XL9+HSUlJSgtLUV0dHSlDdrCwkJufGxOTg7OnTuHpk2bQiwWIykpiSvrsWPHuHQMDQ0RHR0NADh16hRsbW2hq6uLFy9ecGUyMzPD7du3oaOjgx49eiAyMhIA8OTJExQUFMDQ0LDCMr148QISiQQAcOvWLRQXF8PQ0BAZGRnIy8sDUDb84ty5c7C1tYVQKMStW7fw8uVLmTKJxWJkZmYCKBuDGx4ezh1vpnZiPbUMU4eJJVIsCE3A9qgnAIAB7g3xW2/HT9LzxTDvqqFBzY6v/VQEAgGWL18OX19fSKVSzJw5E4aGhvD390dQUBBMTU2xZs0aDBo0CCUlJRg2bBicnJwAAL/88guCgoLw8uVLmJmZYebMmZg6dSqGDBmCzMxMSCQStGvXDuPGjQMALF++HOfPn4eysjJMTU2xceNGAMDPP/+M4cOHY9euXeDxeNi0aROUlCq+PhgYGGDy5MlwdXWFkpISRo4cyZWpvMFbWFgIMzMzHDp0CIaGhujduzcAQCqVYurUqXBwcEBpaSkGDRqEgoICEBG8vb25JeU3btzITfGlq6uLv//+u9Lj6O/vj+PHj8PBwQEqKioICgqCkpIS8vLyYG9vj7y8PPD5fCxbtgxJSUk4d+4c5s6dC4FAADU1NezYsQM8Hg8pKSkYM2YMiAhEhClTpnBjbWfPno3WrVtDIBDA0dEREyZMQGlpKfz8/CASiSCRSBAQEIAuXbq8xxnBfGxsRbE6iK1IwgBAfokIU3bdwNn7L8DjAbM722G8t9Vbx+QxTG0xP+Q2tl5Mgq66MsK+bQuhnvoHTZ+tKMbUJLai2KfHunMYpg5KeVmEfuujcPb+C6gpK2H9EDdM8GnMGrRMnTKnS1M0M9NFbrEIU3Zdh0girekiMQxTh7FGLcPUMTeevkSvtZdwLyMf9bVVsXeCJzo7NqjpYjFMtb0+vvbG0xwsrYH5axmG+XywRi3D1CFhcc8wcFM0MgtK0dREB4e/9oKzmV5NF4th3ln5+FoA2HTuMSISMmq4RAzD1FWsUcswdQARYW3kQ0zeeR2lYina29XHvomeMP3AYxAZpiZ0dmyA0V6WAL6M+WsZhvk4WKOWYWq5V2Ipvt9/i/tpdpSXBTYPd4eWKpu8hPl8zO5ix8bXMgzzXlijlmFqsZyiVxi25TL2X0uBEg9Y0NMB87o7gK/EHghjPi/l42t1PrPxtaGhobC1tYWNjQ2CgoLktsfExMDBwQHW1tZYsGABF/7o0SO4u7vD2toaEydO5FbQGjBgAFxcXODi4gKhUIhevXoBAL777jsu3NLSEi4uLgCAbdu2oX79+ty2o0ePAgCSkpLg5eUFNTU1rFmzRqZMgYGBcHR0hLOzM7esbn5+Plq0aAEXFxc4OTlh8+bNXHh52i4uLtDV1cXKlSsBACdPnoSLiwscHBzw3XffcenHxsaiVatWcHFxgZeXFx4/fiyT/+rVq8Hj8VBQUCB3LHk8HuLj4wEApaWl3DRo7u7uuHnzJhf3+vXr8PDwgIODA9q0acOF9+7dG/r6+jKrjBUVFcHf3x92dnZwdHTkVmN7Xb9+/eDu7i4XztQyxNQ5ubm5BIByc3NruijMR/T4RQG1WxpJ5rNCyWHucYq8m1HTRWKYj+54/DMynxVK5rNC6eTt9PdKq7i4mBISEqi4uPgDla56RCIR2djYUEpKCuXl5ZG1tTVlZWXJxHF3d6fY2FgSiUTk7u5OcXFxRETUp08fCgkJISKiXr16cf9/3ZAhQ2jr1q1y4T/++CPNmzePiIi2bt1K06dPl4uTlZVF0dHR9MMPP9Dq1au58KNHj1LXrl1JIpFQdnY2tWjRgsRiMYnFYiosLCQiosLCQrK0tKTMzEyZNKVSKTVq1IgeP35MEomEGjVqRImJiURENHHiRAoPDyciom7dutHx48eJiGjdunU0fvx4Lo3nz59T586dqVGjRpSfn8+FFxcXU/v27cnDw4M7RqtWraKJEycSEdHjx4+pffv23HF3dnamhIQEIiLKyPjftfP06dN09OhR6tu3LxdWWFhIZ86cISKigoICsrOzowcPHnDbT5w4QQEBAeTm5iZ3HCuj6Pxj9++Pi/XUMkwtdPlxFnqvu4jEzEII9dSxf5In2tnWr+liMcxH5+cgO7425WVRDZfo3ZX3wgqFQmhra8Pf3x/h4eHc9rS0NIjFYjg7O0MgEGDw4MEICQkBESEqKgpdu3YFAAwfPhwhISEyaZeWliI8PJzrqX3dvn37MGDAgErLZmBggJYtW0JZWVkm/M6dO2jXrh2UlJSgr6+PevXq4cqVK+Dz+dDQ0ABQNv+qRCLheo/LRUVFoUGDBrC0tERmZia0tbVhYWEBAGjfvj0OHjwIoGx1t/JVyPLz82WWBp4zZw7mz58vNz3hkiVLMGnSJKir/+85gjt37qBDhw4AAEtLS6SnpyM9PR3h4eFo0aIFmjZtCgCoX/9/105fX19oa2vLpK2hocEtfaupqQkbGxtu5TaRSISFCxfip59+qvR4MrUDa9QyTC1z4FoKhm65jJwiEZo11MOhr1vDrgGbpJv5csiOr72BV+L3H19LRBCVlHzw15sNu9elpaVBKBRy783MzJCamvrW7VlZWTAwMOAadm/uBwD//fcfPD09oaenJxN+8+ZNqKqqcg06ANi9ezecnZ0xfPhwZGdnV3qcnJ2dcezYMZSWliI1NRUxMTFc3jk5OWjWrBm3wpmRkZHMvnv37uUa0/Xq1UNBQQHi4uIglUpx5MgRLp0lS5Zg+vTpMDMzw99//43AwEAAQHR0NKRSKTw8PGTSTUpKQnR0tMyQgfKyHj58GFKpFHFxcXj48CFSU1Px4MEDiMVidOzYEW5ubm9dsex1ycnJuHXrFlxdXQEAK1aswIgRI+QawkztxJ40YZhaQiolrDh5H2siHwIAujqZYHlAM6gp82u4ZAzzaZWPr+266jxuJudgafhd/NjV/r3SFJeWYtWIfm+PWE1T/9kP5QpWK1PU4H29B7Ki7W/bD5BtQFYW3r17dwwaNAgqKipYuHAhpk+fjq1bt1ZYn86dO+Py5cto2bIlhEIhPD09IRCUNRX09PQQGxuLjIwM9OnTB/369YOxsTFXl4MHD+LixYtceXfs2IGJEydCIpGgTZs2KCwsBACsW7cO69evh7+/P9auXYvAwEBs2rQJc+bMwa5du+TKNGPGDCxatEgufMyYMbh9+zZcXV1hZ2cHd3d3CAQCiEQiREVFITo6GjweD23atEHr1q1hZ2dXYb2Bsh7oAQMGYNmyZdDU1ERqaipOnDiBiIgIPHnypNJ9mdqB9dQyTC1QIpLgm+AbXIP2a9/GWD2oOWvQMl+shgYaWNa/bP7azecTcbIOzl8rFAplelhTUlJkfmqvaLuRkRGys7O5xu2b+xUXFyMiIgI9evSQy3Pv3r0ICAjg3hsaGkJVVRU8Hg9jx47FlStX3lruefPm4ebNmzh27BiKiopgbW0ts93Y2BjOzs44d+4cF3bhwgU0atQIDRs25MLatGmDixcvIjo6Gi4uLlw6u3fvhr+/PwAgICAAly5dQn5+PuLj4+Hp6QkLCwukpKTAwcEBeXl5uH79Onr27AkLCwtER0fDz88PCQkJUFZWxurVq3Hz5k0EBwcjKysLFhYWMDMzg6+vL/T19aGnpwcfHx/ExcVVWmciwogRI+Dv78/1CN+8eRMJCQmwtLREmzZtEBcXx5WbqZ1YTy3D1LAX+aUYt/0qbibnQJnPw8LeTujv3vDtOzLMZ66TQwOMaWOJLRcSMWNfLI5NbQMzfY13Skugqoqp/+z/wCUsS7ciHh4eiI+PR2pqKnR0dBAWFoa5c+dy201NTcHn83Hr1i3Y29tj9+7d2LJlC3g8Hlq1aoVjx46hW7du2L59O0aPHs3tFxYWhrZt28r9JH7t2jXo6urCxsaGC0tPT0eDBmUrDh4+fBgODg6V1kcsFiM/Px/6+vq4ePEiSktL4eDggIyMDKirq0NHRwd5eXk4d+4cJk2axO2nqOf4+fPnqF+/PgoKCrB69Wr8888/AMoa2tHR0WjVqhVOnToFW1tb6Orq4sWLF9y+FhYWiI+Ph5aWlszsCO3atcOaNWtgb2+PwsJC8Hg8aGhoIDg4GG5ubtDV1YWfnx/+/PNPlJSUgMfjITo6GhMnTqy03nPmzIGGhobM2NmuXbtyY2uTkpLQr18/hIWFVZoOU7NYo5ZhatD9jHyM2noFqTnF0FVXxoahbvBsbFjTxWKYWmNWZztcffISsck5mLLrBvZO8ISKoPo/MvJ4vAqHCXwsAoEAy5cvh6+vL6RSKWbOnAlDQ0P4+/sjKCgIpqamWLNmDQYNGoSSkhJueioAWLx4MQYOHIhvv/0WHTp04B4aA+R7YysLX7lyJUJDQ8Hn8yEUCrmpuPLy8mBvb4+8vDzw+XwsW7YMSUlJKC0thZeXF4CyB6zKG6IpKSkYM2YMiAhEhClTpsDZ2RkAIJVKcejQIble4EWLFuH48eMAgB9++IH7+X/jxo2YNGkSpFIpdHV1qzXm9XXp6enw9/cHj8eDjY0NN6zCwMAAkydPhqurK5SUlDBy5EjuuPr5+eH69esoLCyEmZkZDh06BBMTEyxevBj29vbcVGiLFy+Gn5/fO5WLqTk8qmyUO1Mr5eXlQVdXF7m5udDRYQ8Q1VVn77/AlJ3XkV8qhoWhBv4e2QJW9bRqulgMU+skZxeh66rzyCsRY1xbyyqPry0pKUFiYiIsLS2h9okbtAyj6Pxj9++Pi42pZZgasPPyE4zedgX5pWJ4WBrg0GQv1qBlmAp8DuNrGYb5+FijlmE+sfjUXPx4KB4SKaGvqxn+HeMBfU2Vmi4Ww9Rq5eNrAWD63ptIzq6789cyDPNxsEYtw3xiB6+XPe38lb0xlvV3hqqAzXDAMFUxq7MdmjXUQ16JGN/s/jDz1zIM8/lgjVqG+YQkUkLorTQAQIB7Q7m5JxmGqZiKQAlrBjWHjpoAN5NzsOT43ZouEsMwtQhr1DLMJ3Q5MQvP80uhoyaAdxOjt+/AMIyMhgYaWB7gAgAIupCIE7fTa7ZADMPUGqxRyzCfUEhsWS9tF0cTNuyAYd7RV/bGGPv/42tn7Itl42sZhgHAGrUM88m8EksRFlfWq9TDxbSGS8MwddvMznZwqQPja0NDQ2FrawsbGxsEBQXJbY+JiYGDgwOsra2xYMECLvzRo0dwd3eHtbU1Jk6cyK0uNnPmTDg7O6NZs2bo378/iorKGvTJyclo164dXFxc4Obmxs0Zm52dje7du8PZ2Rlt27bF06dPAZQtJuDl5QU1NTWsWbNGpkxBQUGwsbFBkyZNEBoayoULBAK4uLjAxcUFY8eOfWsd2rVrBzs7O26fcrGxsWjVqhVcXFzg5eXFLa7w119/wdnZGS4uLvDz80NGxv9mudixYweaNm0KBwcHTJ8+HQBw5swZ6Onpcelv2LABABAZGcmFubi4gM/n4+bNm5XWITg4GE5OTnB0dMTAgQNRWloKAGjbti0Xv169epg2bRqAshXIvv/+ezRp0gRNmzbF3r17FZ8AzKdFTJ2Tm5tLACg3N7emi8JUQ0RCOpnPCiX3306SWCKt6eIwTJ2XnF1ITvOOk/msUPo15Lbc9uLiYkpISKDi4uIaKB2RSCQiGxsbSklJoby8PLK2tqasrCyZOO7u7hQbG0sikYjc3d0pLi6OiIj69OlDISEhRETUq1cv7v+vX/e///57WrFiBRERTZkyhTZs2EBERGFhYdSpUyciIgoMDKQ//viDiIiio6Np0KBBRESUlZVF0dHR9MMPP9Dq1au5NDMzM6lJkyaUl5dHycnJZG1tTSKRiIiIDA0NFdazojr4+Phw/39dt27d6Pjx40REtG7dOho/frxc3dauXUtTp04lIqK7d+9SixYtKC8vj4iIMjIyiIgoMjKS+vbtq7BM5R4+fEgWFhbce0V1kEqlZGJiQpmZmURENGDAANq1a5dcPC8vL4qMjCQios2bN3Pllkql9OLFC7n4is4/dv/+uFhPLcN8Ikf/f+hBVycT8JXYA2IM877M9Gv3+NryHkyhUAhtbW34+/sjPDyc256WlgaxWAxnZ2cIBAIMHjwYISEhICJERUVxq4gNHz4cISEhAMBN2E9EKCgo4B425fF4yM/PBwDk5+fDxMQEAHDnzh106NABANCyZUucOHECRAQDAwO0bNkSysrKMmUODw+Hv78/tLW1YWZmBnt7e7mVwl5XUR0qU1FZX1+MID8/n6tbUFAQpk6dyi0LXL9+/UrTf92ePXsUrr72JiJCUVERJBIJioqKuDKVS01NRWJiIry9vQGUrYr2888/c/UxMmLPSNQGrFHLMJ9A8SsJN2E8G3rAMB9OVcfXEhGkryQf/EWVLMqZlpYGoVDIvTczM0Nqaupbt2dlZcHAwIBr1L2539SpU2FqaoqEhARMmDABQNkytP/88w/MzMwwbdo0zJ8/HwDg7OyMgwcPAihrsGZlZSE7O/udypyXlwc3Nze0adMGZ8+erVIdBw8eDFdXV6xbt44LW7JkCaZPnw4zMzP8/fffCAwM5Lb98ccfMDc3x/bt2/HTTz8BAB48eIC4uDh4enqibdu2uHz5Mhf/zJkzaNasGXr37o0nT57I1Wfv3r0YMGAA915RHXg8HtasWQNHR0eYmJhAS0sL7dq1k0ln37596Nu3L5SUyppNycnJCAoKgru7O/r06YP09Nr1B9WXSlDTBWCYL0HEnQwUvZKgoYE6mjfUq+niMMxnZWZnO1x98hI3k3MwZfcN7JvgCRWBbJ8NiaRIm3vpg+dtuqA1eCqKH/pU1OB9fRq/ira/bb9Vq1Zh5cqVmD59OoKDgzFq1Cjs2rULkyZNwuTJk3Hs2DGMGTMGERERmDNnDqZMmYLmzZujVatWsLKygkBQ8a2fiOSmGix/n5SUBFNTU8THx6Nr166Ii4urtKy7du2CqakpsrOz0blzZzg4OMDHxwfr1q3D+vXr4e/vj7Vr1yIwMJAbbzx79mzMnj0bK1aswOrVqzF//nyIRCI8ffoUFy5cQEJCAnr16oWHDx/C1dUVSUlJ0NLSwo4dOzBy5EhERkZy5bh//z4KCwvh6urKhSmqg7q6OjZt2oS4uDgIhUIMHToUO3bswNChQ7n99u7di6VLl3LvCwoKUK9ePVy9ehUbN27E9OnTsXPnzgqPK/NpsJ5ahvkEyocedHc2ZXPTMswHpiJQwprBzaGrrozY5BwsriXz1wqFQpley5SUFJmftSvabmRkhOzsbK7B+OZ+AKCkpISBAwdi//79AIAtW7agf//+AICuXbtyD0bp6uri33//xY0bN7By5UpIJBLo6uq+U5lNTct+ZXJ0dIS9vT3u379fpfgGBgbo27cvN4xh9+7d8Pf3BwAEBATg0iX5PzaGDBnC1c3MzAw9e/YEn8+Hk5MT1NTUkJmZCR0dHWhplS0vPnToUMTHx8uksWfPHple2orqcPPmTQgEAjRq1Ah8Ph99+vSRKVNycjJSUlLQunVrmePUt29fAECfPn24483ULNZTyzAfWW6xCGfvvQDAhh4wzMdipq+B5f2bYez2q9hyIREtLQ3g3ViP285TVoLpgtYVJ/COeMoV9w15eHggPj4eqamp0NHRQVhYGObOncttNzU1BZ/Px61bt2Bvb4/du3djy5Yt4PF4aNWqFY4dO4Zu3bph+/btGD16NICyn+JtbGwAACEhIbCzswMANGzYEKdOncLAgQMRHR2Nhg0bAgBycnKgqakJZWVl/PnnnxgyZEil9enUqRPmz5+PBQsWIDc3F7dv34aHhwdevnwJDQ0NqKqqIiUlBQkJCbCysoKBgYHCOojFYuTk5MDIyAglJSUIDw/H999/DwAwNDREdHQ0WrVqhVOnTsHW1laubkePHuXq1qNHDxw9ehQDBw7EkydPUFBQAENDQ2RkZMDY2BhA2dAKKysrmbrs3bsXu3bt4t5XVIeSkhLcunULL1++hL6+Pk6dOoWmTZvKpNO/f3+ZDokePXogMjISgwYNwpkzZ2TiMzWoZp5PY94He3qybtkT85TMZ4XSVyvO1HRRGOaz91vobTKfFUpO847T42fZNTr7ARHRkSNHyMbGhho3bkwbN24kIqIuXbpQamoqERFFRUWRvb09WVlZ0bx587j97t+/T66urmRlZUXjxo0jiURCRGUzBzg4OJCTkxMNHDiQcnJyiIgoLi6OWrVqRc7OzuTu7k4xMTFERHTu3DmysbGhJk2a0PDhw6moqIiIyu4jQqGQtLW1SU9Pj8zNzbm8N27cSI0bNyYbGxs6cuQIERFdvHiRHB0dydnZmZo1a0aHDh3i4iuqQ0FBAbm6upKTkxPZ29vTL7/8wsU/c+YMubi4kLOzM7Vt25YePHhAREQTJkwge3t7atasGXXp0oWePn1KRGWzC0yZMoXs7e3JxcWFTpw4QUREq1at4uJ7e3vT7dv/mwHjzp07ZGdnJ/NZVFaHNWvWkJ2dHTk6OtLAgQNlzhkPDw+Kjo6WSSsrK4s6depETk5O5OPjQ4mJiXKfPZv94NPjEVUyyp2plfLy8qCrq4vc3FyZp0WZ2mlo0GVceJiJGZ2aYEp7m5ouDsN81kQSKQI2RuHG0xy0t9HHDE89WFlZQU1NraaLxnxhSkpKkJiYCEtLS+78Y/fvj4uNqWWYj+h5fgkuPcoEAPRoJnxLbIZh3pcyXwmrB5WNr72XnofcEnFNF4lhmE+ENWoZ5iMKu/UMUgJcGuqhkaFGTReHYb4I5eNrAaCgRIz8ElENl4hhmE+BPSjGMB9R+awHPZqxB8QY5lPqaG+M+KdmAF4hPa8EuloaUBEonnqLYZjPA+upZZiPJDm7CNef5kCJB3RzNnn7DgzDfFBj2lpBRaAEqZTwNLsIUvYICcN81lijlmE+kvJe2lZWhqivwx5SYZhPTZmvBANNZSgp8VD0SoL03JKaLhLDMB8Ra9QyzEcSwoYeMEyNEygpweT//6jMLChFbjEbX8swnyvWqGWYj+B+Rj7upudDmc9DF0c29IBhapKWmjLqaasCAFJeFuGVWPLJ8g4NDYWtrS1sbGy4pWBfFxMTAwcHB1hbW2PBggVc+KNHj+Du7g5ra2tMnDiRW10sKCgINjY24PF4KCgo4OInJSWhXbt2cHJygr+/P3Jzc+XKwePxuFW3SktLMWzYMDg5OcHd3Z1bEevhw4do3rw5XFxc4OLigqNHj3Jp9O7dG/r6+ujXrx8Xlp+fz8V1cXGBrq4uVq5cCQBo27YtF16vXj1MmzYNADBz5kw4OzujWbNm6N+/P4qKigCUrdzVrl07uLi4wM3NjVuBbOnSpVw6tra20NPTq7QOBQUF6NChA7S0tDBjxgy5Y15UVARzc3NuW1FREfz9/WFnZwdHR0esXr2aizt06FA0a9YMTk5OmDRpEqRSqYJPmak1anieXOYdsMmba7+lx++S+axQGrMtpqaLwjBfrNcnv5dIpfQgI59ik1/Sg4w8kkilHz1/kUhENjY2lJKSQnl5eWRtbU1ZWVkycdzd3Sk2NpZEIhG5u7tTXFwcERH16dOHQkJCiIioV69e3P9v3bpFjx8/JnNzc8rPz+fS6dOnDwUHBxMRUXBwMM2ZM4fbVlxcTO3btycPDw8u/VWrVtHEiROJiOjx48fUvn17IiIqKSmh0tJSIiJ6/vw5CYVCkv7/sTp9+jQdPXqU+vbtq7C+UqmUGjVqRI8fP5bb5uXlRZGRkUREMveu77//nlasWEFERFOmTKENGzYQEVFYWBh16tRJLp3NmzfTiBEj3lqHs2fP0rp162j69Olyafzwww/Uv39/blthYSGdOVO2OE5BQQHZ2dlxC0K8XtaAgAA6ePCgwrorwhZf+PTqbE/tunXruAmN3dzccP78+Urjnz17Fm5ublBTU4OVlRU2bNggF+fAgQOwt7eHqqoq7O3tcejQoWrnS0T45ZdfYGpqCnV1dbRr1w63b9+WiZOeno5hw4ahQYMG0NTUhKurK7fGNVP3ERE3nrY7G3rAMLUCD0ADLQFIIkZeYQmSM/Pw6tWr935RJQ+flffCCoVCaGtrw9/fH+Hh4dz2tLQ0iMViODs7QyAQYPDgwQgJCQERISoqCl27dgUADB8+HCEhIQAAJycnWFpayuV1584ddOjQAQDQvn17HDx4kNu2ZMkSTJo0Cerq6grjW1paIj09Henp6VBVVYWKigoAoLCwUKZn0tfXF9ra2hXWNyoqCg0aNJArX2pqKhITE+Ht7Q0A3KIDRISCggJu+Vkej4f8/HwAZT3AJibyv3Lt3bsXAwYMeGsdvL29Zepb7sGDB7h79y78/f25MA0NDfj4+AAANDU1YWNjg2fPnsmUVSwWo7i4WGapXKb2qfKUXpaWlu/0YU6bNg1Tp06t9n6V2bNnD6ZNm4Z169bBy8sLGzduRJcuXZCQkIBGjRrJxU9MTIS/vz/GjRuHHTt24OLFi5g8eTLq1auHvn37Aij7Mg4YMAC//vorevfujUOHDiEgIAAXLlxAy5Ytq5zvkiVLsGLFCmzbtg1NmjTBb7/9hq+++gr37t3jLgbDhg1Dbm4ujh49CiMjI+zatQsDBgzA1atX0bx58w96rJhPLzYlF0+zi6CuzMdX9sY1XRyGYQCIRCIsW/LHB0/3hx9+4BqBb0pLS4NQ+L9FV8zMzJCamlrp9rNnzyIrKwsGBgbcPffN/RRxdnbGgQMHMGHCBBw8eJCLn5SUhOjoaMydOxdr1qyRiX/48GH06dMHt2/fxsOHD5GamooGDRogISEBAwYMQGJiInbs2FHle//rDc7X7du3D3379oWS0v/60aZOnYp9+/bB1tYWy5cvB1B2LL/66iusXLkSUqkUUVFRMulkZmYiNjYWHTt2fGsdKjJjxgwsXboUly5dUrg9OTkZt27dgqurKxfWr18/REZGws/PDz169KjSsWBqRpUbtdu2bXunDCwsLN5pv8qsWLECY8aMwdixYwEAK1euRHh4ONavX49FixbJxd+wYQMaNWrEjfNp2rQprl69imXLlnGN2pUrV+Krr77CnDlzAABz5szB2bNnsXLlSuzevbtK+RIRVq5ciR9//BF9+vQBAPzzzz8wNjbGrl27MGHCBABlDej169fDw8MDAPDTTz/hzz//xPXr11mj9jNw9GZZL21He2NoqLCpoBnmS6WoF/f1BmJF29+2nyLLly/H5MmTsXHjRnTt2hWampoAyhpxiu6LY8aMwe3bt+Hq6go7Ozu4u7tDICi7Xtnb2yMuLg4PHz7E8OHD0blz57cuM0xEOHjwIC5evCi3be/evVi6dKlM2KpVq7By5UpMnz4dwcHBGDVqFHbt2oVJkyZh8uTJOHbsGMaMGYOIiAhun4MHD6JHjx5QVlZ+ax0UOXLkCJo0aYImTZoobNSWlJRgwIABWLZsGXf8AGD//v149eoVRowYgVOnTuGrr76q9FgwNafKd9zyrvma9urVK1y7dg2zZ8+WCe/UqVOFf3lFRUWhU6dOMmF+fn7YsmULRCIRlJWVERUVhe+++04uTnlDuCr5JiYmIj09XSYvVVVV+Pj44NKlS1yjtk2bNtizZw+6du0KPT097N27F6WlpWjXrl21jwdTu0ikhNBbbNYDhqltlJWV8cMPPwAApERIyixE0SsJNFT4sDDShNI7/qxc3sBSRCgUyvSwpqSkcL/8VbTdxMQERkZGyM7OBhGBx+Nx4ZURCoU4cuQIl87x48cBANevX0fPnj0BlA198/Pzw8mTJ2Fvby/zQJSdnZ1cJ5S1tTV0dXURFxeHFi1aVJr/hQsX0KhRIzRs2FAmPDk5GSkpKWjdurXcPkpKShg4cCAWLFiAUaNGYcuWLThz5gwAoGvXrhgxYoRM/D179nAdT0DZsX9bHV4XHR2N4OBg7Nu3DwUFBRCJRNDR0cHcuXNBRBgxYgT8/f1lHoQrp6Kigl69euHw4cOsUVuLvdeY2sWLFwMAbt26BZHo00yTkpmZCYlEAmNj2Z91jY2NkZ6ernCf9PR0hfHFYjEyMzMrjVOeZlXyLf/3bWXbs2cPxGIxDA0NoaqqigkTJuDQoUNo3LixwvKXlpYiLy9P5sXUTpcTs/A8vxQ6agJ4NzGq6eIwDPP/eDweVFRUoKKiAjVVVVgZ60FVVQWvSAnZxVJuW3VflfWgenh4ID4+HqmpqcjPz0dYWBj8/Py47aampuDz+bh16xbEYjF2796N7t27g8fjoVWrVjh27BgAYPv27ejevXul9cvMzOR6eH///XeMHz8eAPD48WMkJSUhKSkJrVq1Qnh4OOzt7VFYWMjNOhAcHAw3Nzfo6uoiOTkZpaWlAMqGR8THxyscw/umioYe7N27F/3795c5Tg8ePOD+HxISAjs7OwBAw4YNcerUKQBlDdDXG8jPnz/HnTt34Ovry4VVVIeKLFq0CMnJyUhKSsKyZcswbtw4zJ07F0DZr7MaGhr46aefuPhisRhJSUkAAIlEgmPHjnFlZWqn9/pttE2bNgCAX375BXfu3IGysjIcHR3h5OQEJycntGjRQq6B96G8eSEp/4u2OvHfDK9Kmh8izk8//YSXL18iIiICRkZGOHz4MPr374/z58/DyclJruyLFi3C/PnzK6wbU3uUz03bxdEEqmxJToaptVQESmior4GkrEJkFpRCU1UAXfWKe13fhUAgwPLly+Hr6wupVIqZM2fC0NAQ/v7+CAoKgqmpKdasWYNBgwahpKSEm54KKOs0GjhwIL799lt06NCBe2hsy5YtmDdvHtLT02Fra4shQ4ZgyZIlOHXqFH7++WcAQPfu3TFmzJhKy5aeng5/f3/weDzY2Nhg69atAMo6qWbPng0+nw8ej4eVK1fCyKjsD3Q/Pz9cv34dhYWFMDMzw6FDh9CiRQtIpVIcOnSIm4LrdXv37sWqVatkwgIDA5GYmAglJSU4ODhwD26XNzQXLVoEFRUVbNq0idvnwIED6NmzJ/j8/11XK6oDADg4OODZs2cQiUQIDg7G1atXKxxrm5KSgsWLF8Pe3h4uLi7c8W/Xrh0GDRqEgoICEBG8vb0xceLESo8rU8M+5FQKhYWFdPnyZQoKCqJvv/2WXF1d6aeffvqQWVBpaSnx+Xy5aTWmTp1K3t7eCvdp27YtTZ06VSbs4MGDJBAI6NWrV0RE1LBhQ25akXIrVqygRo0aVTnfR48eEQC6fv26TJwePXrQ8OHDiYjo4cOHBIDi4+Nl4nTo0IEmTJigsPwlJSWUm5vLvZKTk9mUILVQqUhCzr+Ek/msULrw4EVNF4dhvniKplR6U1pOEcUmv6T41BwqFYk/YemYzx2b0uvTe6fhB9nZ2QrDNTQ04OHhgTFjxmDlypW4du0awsLC3rnBrYiKigrc3Nxw8uRJmfCTJ08qHLMDAJ6ennLxT5w4AXd3d248VEVxytOsSr6WlpZo0KCBTJxXr17h7NmzXJzyn0pefwoUAPh8foWTOquqqkJHR0fmxdQ+5x+8QG6xCPW0VdHKyrCmi8MwTBUY66hBQ0UAiZTwNLsI0kqm6GIYpnZ7p+EHRkZGMDMzQ7NmzWRe5aucvC46OvqDFPR1gYGBGDZsGNzd3eHp6YlNmzbh6dOn3M8Cc+bMQWpqKrZv3w4AmDhxItasWYPAwECMGzcOUVFR2LJlCzerAQB8++238Pb2xuLFi9GzZ08cOXIEERERuHDhQpXz5fF4mDZtGhYuXAgbGxvY2Nhg4cKF0NDQwODBgwGUDWS3trbGhAkTsGzZMhgaGuLw4cM4efIkQkNDP/ixYj6d8rlpuzqZgK/E5jJkmLpAicdDIwMNPHiej6JXEqTnlsBUT35+U4Zh6oB36d69c+cO7d69m2bOnEmdOnUiIyMjUlJSIk1NTfLw8PjQvckKrV27lszNzUlFRYVcXV3p7Nmz3LYRI0aQj4+PTPwzZ85Q8+bNSUVFhSwsLGj9+vVyae7bt49sbW1JWVmZ7Ozs6MCBA9XKl6hsRZV58+ZRgwYNSFVVlby9vbkVXMrdv3+f+vTpQ/Xr1ycNDQ1ydnam7du3V7nu7OeL2qeoVExNf/6PzGeF0rUn2TVdHIZhqGrDD8rlFr2i2OSXFJv8knKKXn2C0jGfOzb84NPjEb3/by1EhOPHj+Obb75BQEAAFi5c+P6tbaZCeXl50NXVRW5uLhuKUEuExKbhm9030NBAHee+92WrzjBMLVBSUoLExERuFci3eZZbjBf5peAr8WBdX4s97Mm8F0XnH7t/f1wfZJlcHo+HLl26YMeOHUhLS/sQSTJMnVI+9KBHM1PWoGWYOoqNr2WYuu2dGrUVPdDUqlUrbuJkhvlS5BaLcPbeCwBAj2bCt8RmGKa2Kh9fy1fiofj/x9cyDFN3vFOjVktLCx4eHhg/fjzWrl2LixcvIjMzE2FhYSgoKPjQZWSYWi08Ph2vJFLYGmvDtoF2TReHYZj3UD5/LQBkFpQit/jVe6UXGhoKW1tb2NjYICgoSG57TEwMHBwcYG1tjQULFnDhjx49gru7O6ytrTFx4kRubvXMzEz4+vrCxsYGffr0QUlJWcM7KSkJ7dq1g5OTE/z9/ZGbmwsAWLp0KVxcXODi4gJbW1vo6ekBAM6cOQM9PT1uW/lcsUDZKmQeHh5wcHDg5qOvrC47d+6Eo6MjHBwcZJbDbdu2LZd+vXr1MG3aNADAyJEjYWVlxW17/RfeZcuWwdbWFvb29vjzzz8BlA1xnDhxIqytreHu7o5Hjx4BKFuYqHxuX3d3d9y8eRMAEBkZyaXt4uICPp/PbRMIBFx4+ZL3AJCVlYWePXvCzs4O9vb2XB6//fYbGjVqxM3Vy9Ry7zIQ97///qM//viDBg0aRE2bNiWBQEBKSkrE5/Np4cKFH3DIL6MIG2heuwzZHE3ms0JpzekHNV0UhmFeU50Hxd70+vy1Je84f61IJCIbGxtKSUmhvLw8sra2pqysLJk47u7uFBsbSyKRiNzd3bkHi/v06UMhISFERNSrVy/u/4GBgbR69WoiIpo2bRr3/z59+lBwcDAREQUHB9OcOXPkyrN582YaMWIEERFFRkZS3759FZbZ2dmZEhISiIgoIyOj0rq8ePGCLC0tKTs7myQSCXXt2pXu3r0rl66XlxdFRkYSUdnD3OX1ed3JkyfJ39+fmz++PO+jR49yZT18+DD3/1WrVtHEiROJiOjx48fUvn17uTQfPnxIFhYW3HtDQ0O5OEREQ4YMoZ07dxJR2Zz7BQUFREQUExNDaWlpFe5XGfag2Kf3Tj21nTt3xqxZs7Br1y4kJCQgPz8ft27dQkpKisy6zAzzuXueX4JLj8qWWu7ubFrDpWEYpiJEBImkqMovI00p1ASvIBYXISkzCyJxocJ4VMm42/JeWKFQCG1tbfj7+yM8PJzbnpaWBrFYDGdnZwgEAgwePBghISEgIkRFRXGriA0fPhwhISEAypaVHTZsmFz4nTt30KFDBwBA+/btcfDgQbnyVLSU7evCw8PRokULNG3aFABQv379Suvy+PFj2NvbQ19fH0pKSvDx8cGhQ4dk0kxNTUViYiK8vb0rzXvjxo2YM2cON398ed6v17l79+64ePEiiEimzpaWlkhPT5dZkh4oW5Y+ICCg0nxzc3Nx9epVbupNDQ0NaGpqAgBatGgBExOTSvdnao/3Wia3nJqaGhwcHD5EUgxTpxy79QxSAlwa6qGRoUZNF4dhmApIpcU4c1Z+GfKqSqkgvJ1PHPh8xd/9tLQ0CIX/G2dvZmaG1NTUSrefPXsWWVlZMDAw4B46fX2/3Nxc6OrqyoU7OzvjwIEDmDBhAg4ePCiTD1A2bCE2NhYdO3bkws6cOYNmzZrBysoKK1euhLm5OR48eACxWIyOHTvi5cuX+PrrrzF69OgK6+Ln54e4uDikpqbCyMgIYWFhcHR0lMl737596Nu3r8yiQzNmzMCPP/6IXr164ZdffgGPx8ODBw8QERGBwMBA6OnpYc2aNWjSpIlM3kpKSjAwMEBWVhacnZ1x+PBh9OnTB7dv38bDhw+Rmpoqsxzu3r178ffff3Pv8/Ly4ObmBnV1dfz+++/w8fFBYmIijIyMMGTIECQkJMDX1xdLliyBQPBBmkjMJ/RBZj9gmC/V67MeMAzDvE5RL+7rs6NUtL2y/d6cXaX8/fLlyxEWFgZXV1ekpKRwPY3lDh48iB49enC9oK6urkhKSkJsbCz69u2LkSNHAgBEIhGioqKwb98+nDp1CitWrMDdu3crLJOBgQH++usv9OrVC+3bt0fTpk3lGoNv9hAvWrQId+7cQVRUFG7cuMEtlCQSiVBUVISYmBhMnz4do0aNqvQ4jRkzBvr6+nB1dcXvv/8Od3d3mbzv37+PwsJCuLq6cmFJSUm4du0aNmzYgOHDhyMvLw8ikQgxMTH4/vvvce3aNTx//hxbt26Vy5Op/difIQzzjpKzi3DjaQ6UeEA3Z/bzFMPUZkpK6mjnE/dO+6bnFiOz4BWUlHhoXE9TZv5aJaWKVx8TCoUyPaYpKSlo2bJlpdtNTExgZGSE7OxsEBF4PB4XDgA6Ojpcb+3r4UKhEEeOHOHSOX78uExZ9uzZIzM88PU5UocOHYrvvvsOQFkPrK+vL/T19QEAPj4+iIuLq7QuvXr1Qq9evQCUPVhVvi8AJCcnIyUlRWYZ+/Iya2hoYMiQITh//jxGjBgBMzMz9OnTBwDg5+fHDTkoz9vd3R1SqRTZ2dlcT/bq1au5dO3s7GBhYSFT5zeHW5ialnVAODo6wt7eHvfv34eZmRn34BoA9OzZk83kVEe9d0/t9evX8erV+z0dyjB1UXkvbSsrQ9TXefvE7gzD1Bwejwc+X+OdXib6BtBU0wZBDak5AE9JndtW2bzUHh4eiI+PR2pqKvLz8xEWFgY/Pz9uu6mpKfh8Pm7dugWxWIzdu3eje/fu4PF4aNWqFY4dOwYA2L59O7p37w4A6NatG/7991+58MzMTK5H8/fff8f48eO5fJ4/f447d+7A19eXC8vIyOD+Hx4eDisrKwBljcnr16+jpKQEpaWliI6Ohp2dXaV1ef78OQAgPT0de/bswaBBg7i09+7di/79+8scp2fPngEAJBIJQkNDueGLPXr0QGRkJADgypUraNSokVydQ0JC0Lp1a/B4PBQWFqKoqAgAEBwcDDc3N25oRnnerzdqX758idLSUgBljfKEhARYWVnBxMQE9erVQ2JiIoCyYRnlY4qZOua9nzRTUqJ79+69bzJMNbCnJ2sHvz/PkvmsUNp9+UlNF4VhGAXeZ/aDN5WKJHQ7NYdik19S6suiKu935MgRsrGxocaNG9PGjRuJiKhLly6UmppKRERRUVFkb29PVlZWNG/ePG6/+/fvk6urK1lZWdG4ceNIIpEQEdHz58/J29ubGjduTD179qSiorKyBAcHk42NDdnY2FBgYCAXn4ho3bp13CwB5VatWkX29vbUrFkz8vb2ptu3b3Pbtm7dSk2bNiUHBwdaunRppXUhIurXrx81bdqUHB0d6fjx4zL5eHh4UHR0tEyYr68vOTk5kb29PU2ePJlEIhEREZWUlFBAQAA5ODiQh4cHXb9+nYiIJBIJjRs3jqysrMjV1ZXu379PRGUzGzRp0oRs/6+9+w6PqkofOP6dlt4gQAo1lBB6CdIUQaVJse6CuiLruio2FrAAlsW2IvbefqLuWhARUEBEQKUIoYgEkA4JnRCSQHqZcn5/3MwkQxJIQiY3E97P88wzM+eee+87k8zcd84995z27dWoUaPU6dOnXfvYvXu3iouLc9vvunXrVOfOnVXXrl1Vt27d1MKFC13LNm/erHr06KE6d+6sbr/9dlVQUKCUUmrGjBmqadOmymg0qqZNm6o333xTVZaMflD7LnqaXKPRyJ49e4iNja2ZLFtckEyzp799p7IZ+voaLCYDvz8xhNAAi94hCSHOUdVpci8kK9/KofRcAFo2DCA0wOeitynqL5kmt/bJhWJCVMOiRK3rwcDYxpLQCnGJCPG30DjYF4BjZ/IptNl1jkgIUZoktUJUkVLK1Z92tIx6IMQlJSLEj0AfM3alOJKeh+PiTnYKIWqQJLVCVNG2Y5kcycjD32JiSMcIvcMRQtQio8FA84YBmI0G8q12UjIL9A5JCFFMklohqsjZ9WBwxwgCfGRUPCEuNT5mI80aaBMupOUUkpknIwAJURdIUitEFdgdiiXbZcIFIS510r9WiLpHklohqmBjcjqp2YWE+Jm5MraR3uEIIXQk/WuFqFsuOqmdMWMGjRrJwV1cGhYXXyA2okuU26xCQohLz7n9a0+W0792yZIltG/fnnbt2vHxxx+XWb5p0yY6depE27ZtefbZZ13lBw8epFevXrRt25YJEya4JlZIS0vjqquuol27dtx0000UFLjv8+2338ZgMJCTkwNoQ0iNHDmS7t2707VrV3788UcAbDYbd9xxB126dKFTp0589tlnrm18/PHHtGvXjtjYWJYsWeK2/by8PFq2bMkjjzziej5ixAji4uLo3Lmz2wxfK1asoHv37nTq1Mk1Y1lpjzzyiFv+MHnyZLp370737t2JiYlxzfD18ssvu8rbt29PWFgYAF9++aWrvEuXLphMJjIyMgCYMmUKnTt3pmvXrqxcufK8r+F8fwenv/zlL/Tq1cv1XCnFo48+SmxsLB06dOCbb74ps47Qga6j5IpqkcGb9VFotauuT/+kWk5dotbtP33hFYQQuqrJyRfOJzO/SG07ekZtO3pGnc0tdJVbrVbVrl07dezYMZWVlaXatm2r0tPT3dbt1auX2rZtm7JarapXr15qx44dSimlbrrpJrV48WKllFI33HCD6/GUKVPU22+/rZRSatKkSa7HSmkTMwwfPly1aNFCZWdnK6WUeuWVV9S0adOUUkrt2rVLxcbGKqWU+vbbb9Utt9yilFLq9OnTqlGjRsput6u0tDQVGxursrKy1NGjR1Xbtm1dkyMopdTjjz+u/vrXv6qHH35YKaVUbm6uWrVqlVJKqZycHBUXF6f279+v7Ha7atGihUpOTlZKKTVhwgT1008/ubazc+dO9be//U2Fh4eX+54+8cQTbpNROP3f//2fGj9+fJnyFStWqIEDByqllFq0aJEaOXKkstvtKiMjQ1122WXKZrNV+BrO93dQSqnly5erMWPGqPj4eLc47rnnHqWUUg6Hw23iByeZfKH2SfcDISpp7f7TZOZbaRLsS5/W4XqHI4SoAqUUuXZ7jd+UUoT4ld+/1tn617RpU4KDgxkxYgQ//fSTK6YTJ05gs9no2rUrZrOZ2267jcWLF6OUIiEhgZEjRwJwxx13sHjxYkCbJnbcuHFlygGmT5/OM8884zYlrcFgIDs7G4Ds7GyioqJc5Xl5edjtdnJzc2nUqBFGo5GffvqJESNGEBwcTLNmzejYsSObN28GYP/+/ezZs4cRI0a4th8QEMDAgQMBCAwMpF27dpw8eZK0tDSCg4Np1aoVAFdffTULFixwrffYY4/xwgsvVPj3mjdvntsUt07nTn1bXvnu3bsZNGgQRqORBg0a0Lhx4/O+hor+DgBWq5UXXniBJ5980m1/H374IU899ZTrvZQz1nWDXLotRCU5x6Yd2TUKk7Hi+d6FEHVPnsNBmzU7any7B6/sQqDJRGSIH3mFdnKLbBxJz6NNkyBOnDhB06ZNXXWbNWvG8ePHXc/LW7569WrS09Np2LChKzktvV5mZiahoaFlyjds2IDD4aB3795u8d1zzz2MHj2a6Oho8vPzXafir7vuOubNm0d0dDR5eXnMmTOnwpic+3jkkUd4+eWXWb9+fbnvxdGjR9m+fTs9e/YkICCAnJwcduzYQadOnfj+++/JzMwEYO7cufTq1YsWLVqUu53ExER8fX3p0KGDW3laWhrbtm1j8ODBbuU2m41Fixbx/PPPA9C1a1dmzZrFQw89RFpaGps2bTrva6jo7wDw2muvMX78eIKDg8u81o8//pglS5bQokUL3nvvPSIjI8t9PaL2SEutEJWQV2Rjxa5TgIx6IIQoy1BO/1pVzoVjpVtRK1p+vvVKr+987nA4mD59Ov/5z3/KrLds2TL69u3LiRMn+OWXXxg/fjwOh4ONGzfi7+/PiRMn2LlzJ1OmTCErK6vCfX///ffExsYSGxtb7usvKChg7NixvPLKKwQGBmIwGPjiiy+YMGEC/fv3JzIyErPZTG5uLm+99RZTp04tdztQcWvsggULuO6667BY3Gdx/OWXX+jSpQtNmjQBYPjw4QwaNIg+ffpwzz330K9fP8xmc4WvoaLXfPz4cZYvX8748ePLLM/JyaFx48b8/vvvDBs2jIcffrjC1yNqT7Vbaq1WKykpKeTl5dG4cWMaNmxYk3EJUaes3J1KXpGdFg0D6N48TO9whBBVFGA0cvDKLh7ZrpOP2UizhgEcSsslPaeQ0PAmbi2zx44do0+fPq7nTZs2LbM8KiqKRo0akZGRgVIKg8HgKgcICQlxtdY6y7Ozs/nzzz/p16+fazudOnVix44dfPrppzz99NMA9OjRA6UUaWlpfPXVV1x77bWYTCZatGhBu3bt2LNnD02bNnWdqi8d0+LFi/n666+ZN28eOTk5WK1WQkJC+Pe//41SivHjxzNixAj+8pe/uNa94oorWLduHQBffPEFBoOBpKQkDhw44GqFPXPmDF27dmX79u2u9b755hvXBW2lzZ07l+nTp5dbfm4SPGPGDGbMmAHA4MGDadu2LV988UW5r+Gf//xnuX+HxMREdu3aRUxMDDabjdOnTzNixAiWLl1K06ZNufnmmwG46aabeOutt8rEJXRQlQ642dnZ6oMPPlADBw5U/v7+ymg0um4tWrRQ//znP9WmTZtqtNOvKEs6mte+uz7brFpOXaJeWrZb71CEEJVUWxeKnevE2Ty17egZlXgoTbVp29btQrG0tDS3uvHx8a4LlC677DK1fft2pZRSN954o9uFYosWLVJKKTV58mS3C8XeeuutMvtv2bKl60Kxe++9V82cOVMppVRSUpJq1qyZstvtaubMmeree+9VSimVnp6uWrZsqVJTU9Xp06fdLhRr06aN24ViSin16aeful1kNXXqVPX3v/+9TBynTp1SSmm5Q+/evdXu3WW/P8+9UOz3339XPXv2LHdbUVFRbhd8KaVUUVGRioiIcHtfrVarysjIUEop9dtvv6krrriizPbOfQ0V/R2ckpOT3S4Ue+SRR9RXX32llFLqm2++UTfffHOZfciFYrWv0t0PXn/9dVq1asX//d//uTp8JyYmsnfvXhISEpgxYwY2m40hQ4YwfPhw9u/f77lMXIhalJlnZfW+VACu69b0ArWFEJe6yOLxaw0mE4889TxXXXUVPXr04NFHHyU8PJwRI0Zw4oTWR/+dd97h1ltvpX379owYMYIuXbTW5FmzZjFjxgzatGlD48aNXReNTZ8+nXnz5tG2bVuSk5P55z//ed5YnnrqKVasWEHXrl254YYb+OijjzAajTzwwAOkpqbSuXNnBgwYwNNPP03jxo1p1KgRDz/8MD169ODqq6/mtddew2yu+KTusWPHmDVrFps2bXINr+W8GG7mzJl06NCByy67jAcffJC4uLgLvnfffPMNY8aMKVM+f/58rr/+ekwm96EUV65cSY8ePQgPL7l4t7CwkMsvv5yOHTvyxBNP8N///veC+63o71CR6dOn89lnn9G1a1feffddXnnllQvuQ3ieQanKjRb917/+lX//+98X/EMXFhYye/ZsfHx8LvhhE9WTlZVFaGgomZmZhISE6B1OvTd38xGmzt9B+4hgfpp8pd7hCCEqqaCggOTkZGJiYvDz86vVfRfZHBxIzcHmcBAe5EvTMP9a3b/QX3n/f3L89qxK96mdN29eper5+vpy//33VzsgIeoa56gH13WXC8SEEJXjYzbSvKE/ycX9awN9TIQF+OgdlhD1mox+IMR5pGYXkHAwHYDRXSWpFUJUXrCfhSbF49ceP5NPodWuc0RC1G+S1ApxHj9sP4lDQffmYbQID9A7HCGEl4ko7l9rV4ojGXk4HJXq8SeEqIaLSmpnzZoFwPbt27FarTUSkBB1iavrgYxNK4TXquSlIx5RMn6tURu/NqtAt1hE7dLz/+5SdVEzil1xxRUAPP300+zevRuLxULnzp3p0qULXbp04bLLLiMiIqJGAhWith3NyGPrkbMYDTCqa5Te4QghqshisWAwGDh9+jSNGzcuM3FBbYoINHDsTBFpZ4uwKCsh/tK/tj5TSnH69GkMBkOZySKE51R69IPKyMvL488//2THjh3s2LGDtWvXMmLECJ577rma2oVArp6sLe/+eoCXf9pL/zbhfHV3X73DEUJUQ05ODseOHasTrWaZ+VayC2wYDdAk2BezSXoA1mcGg4FmzZoRFBTkKpPjt2dVq6U2Ozu7zDzIAAEBAfTu3dtt7un4+HhJaoVXWixdD4TwekFBQbRr165OdJGz2R08Mm8bO45n0rZJEG/d0gNfi+nCKwqvZLFYyoyrKzyrWkntgAEDWLZsGZGRkResu2HDhursQghd7TuVzZ6UbCwmA9d2lq4HQngzk8lUZ5KLp2/swYi31rL6YCav/JzMczd01jskIeqNap376NWrF3369GHPnj1u5Vu3bmXEiBFuZdKXRHijRYlaK+3A2MaEBsj/sBCiZkSG+vH62O4AfL7hMEu2n9A3ICHqkWoltR9//DH/+Mc/uOKKK/jtt9/Yt28fY8aMoVevXvj6+tZ0jELUKqVUqQkXZFpcIUTNGhjbmAeuagPAtPk7OJSWq3NEQtQP1R79YMaMGfj4+DBkyBDsdjvDhg1j8+bN9OzZsybjE6LWbTuWyZGMPPwtJgZ3aKJ3OEKIemjy4Fg2J59h06EMHvjqD+bf1x8/6V8rxEWpVkvtyZMnmThxIs899xwdO3bEYrFwyy23SEIr6gVn14MhHSMI8LmoUe+EEKJcZpORt27tQcNAH3aeyOI/P+zWOyQhvF61ktrWrVuzdu1a5s2bx5YtW1iwYAH333+/azIGIbyV3aFcfdxk1AMhhCdJ/1ohala1ktpPP/2UrVu3MnLkSACGDRvGr7/+yptvvsn9999fowEKUZs2JqeTml1IqL+FK2Mb6x2OEKKek/61QtScaiW1t9xyS5mynj17sn79elatWnWxMQmhG+fYtNd2jsTHLAOjCyE8b/LgWHrHNCSn0MYDX/1BgdWud0hCeKVKH7WPHDlywTqtWrVi3bp1ABw/frz6UQmhgyKbg6U7UgDpeiCEqD1mk5G3b+1BeHH/2ud/2KV3SEJ4pUontZdddhl33303mzZtqrBOZmYm3377LZ07d2bBggU1EqAQtWXNvtNk5ltpEuxLn9bheocjhLiERIRo/WsNBvhiwxHXWSMhROVV+tLu3bt388ILLzB8+HAsFgu9evUiOjoaPz8/zpw5w65du9i5cye9evXi5Zdf5tprr/Vk3ELUOOfYtCO7RmEyGnSORghxqbkytjEPDGrLO78eYPqCHXRuGkpMo0C9wxLCaxiUUqoqKxQUFLB06VLWrl3LoUOHyM/Pp1GjRvTo0YNhw4bRubNM+edpWVlZhIaGkpmZSUhIiN7h1At5RTbin1tJvtXOwvv706NFA71DEkJcgmx2B7d9vJFNyRl0jAphwf0yfm19Isdvz6pyUiv0Jx+Kmrdo2wkmztlKi4YBrH50EAaDtNQKIfRxKquAEW+uJT23iNv7tuD5G7roHZKoIXL89qxqXd6dkZFR03EIoSvnhAuju0VJQiuE0JX0rxWieqo1XVKjRo1o1qwZ3bp1c7u1a9dOEgLhdTLzrKzelwrAdd2a6hyNEEJI/1ohqqNaLbW7du3ipZdeomPHjmzevJn777+fDh06EBwcTJ8+fWo6xnK99957xMTE4OfnR3x8PGvXrj1v/dWrVxMfH4+fnx+tW7fmgw8+KFNn/vz5dOzYEV9fXzp27MjChQurvF+lFE8//TTR0dH4+/szaNAgdu7cWWY7CQkJXH311QQGBhIWFsagQYPIz8+v4rsgasKynSex2hXtI4JpHxmsdzhCCAHApMHt6OMcv/ZLGb9WiAupVlIbFxfHLbfcwqxZs/jpp59ITU1lyZIlREZGcs0119R0jGXMnTuXSZMm8cQTT7B161YGDBjAtddeW+FYusnJyYwYMYIBAwawdetWHn/8cSZOnMj8+fNddRISEhg7dizjxo1j27ZtjBs3jjFjxrBx48Yq7fell17itdde45133mHz5s1ERkYyZMgQsrOz3fY1fPhwhg4dyqZNm9i8eTMPPvggRqMM9q8H56gH13WXsWmFEHWH2WTkreLxa3edzOK5JTJ+rRDnpWpQQkKCGj9+fE1usly9e/dWEyZMcCuLi4tT06ZNK7f+Y489puLi4tzK7r33XtW3b1/X8zFjxqjhw4e71Rk2bJi65ZZbKr1fh8OhIiMj1YsvvuhaXlBQoEJDQ9UHH3zgKuvTp4968sknK/NSy5WZmakAlZmZWe1tCM2prHwVM22Jajl1iTqclqt3OEIIUcbqvamqVfH31PeJx/UOR1wEOX57VrWaBh0OR7nlffv29fg0uUVFRWzZsoWhQ4e6lQ8dOpT169eXu05CQkKZ+sOGDeP333/HarWet45zm5XZb3JyMikpKW51fH19GThwoKtOamoqGzdupEmTJvTv35+IiAgGDhzIb7/9VuFrLiwsJCsry+0masYP20/iUNC9eRgtwgP0DkcIIcq4MrYxD17VFoDp87dzOD1X54iEqJuqldQGBQXRu3dv7rnnHt59913WrVtHWloaS5cuJScnp6ZjdJOWlobdbiciIsKtPCIigpSUlHLXSUlJKbe+zWYjLS3tvHWc26zMfp3356uTlJQEwNNPP83dd9/NsmXL6NmzJ9dccw379+8vN/6ZM2cSGhrqujVv3rzceqLqXF0PZFpcIUQd9q9r2tE7piG5RXZe+mmv3uEIUSdVK6ldsGABN998Mzk5Obz77rsMGjSIiIgIrrvuOh5++OGajrFc546yoJQ678gL5dU/t7wy27zYOs5W7nvvvZc777yTHj168Prrr9O+fXs++eSTcmOfPn06mZmZrtvRo0crfJ2i8o5m5LH1yFmMBhjVNUrvcIQQokJmk5Fnr++EwaCdYdp1Qs7YCXGuag3pNXz4cIYPH+56XlBQwMGDBwkPDycyMrLGgitPo0aNMJlMZVplU1NTy7SQOkVGRpZb32w2Ex4eft46zm1WZr/O156SkkJUVFS5dZzlHTt2dNtOhw4dKrzQzdfXF19f33KXiepzttL2axNOkxA/naMRQojzi4sMYXTXaBZtO8FrK/bx8fheeockRJ1SI5fb+/n50alTJ48ntAA+Pj7Ex8ezYsUKt/IVK1bQv3//ctfp169fmfrLly+nV69eWCyW89ZxbrMy+42JiSEyMtKtTlFREatXr3bVadWqFdHR0ezd6376aN++fbRs2bJS74GoGYul64EQwstMGtwOowFW7j7F1iNn9A5HiLpF18vUqunrr79WFotFzZ49W+3atUtNmjRJBQYGqkOHDimllJo2bZoaN26cq35SUpIKCAhQkydPVrt27VKzZ89WFotFffvtt64669atUyaTSb344otq9+7d6sUXX1Rms1lt2LCh0vtVSqkXX3xRhYaGqgULFqgdO3aoW2+9VUVFRamsrCxXnddff12FhISoefPmqf3796snn3xS+fn5qQMHDlTq9cvVkxdvb0qWajl1iWr7+A/qbG6R3uEIIUSlPfJNomo5dYm6/eMNF64s6hQ5fntWpbsfxMTEVGu2sEmTJjFx4sQqr3c+Y8eOJT09nWeffZaTJ0/SuXNnli5d6mrpPHnypNup/JiYGJYuXcrkyZN59913iY6O5q233uLmm2921enfvz9ff/01Tz75JE899RRt2rRh7ty5bpNJXGi/AI899hj5+fncf//9nDlzhj59+rB8+XKCg0sG9Z80aRIFBQVMnjyZjIwMunXrxooVK2jTpk2Nvk+iYs5pcQfGNiE0wKJzNEIIUXkTr2nHd4nHWbs/jQ1J6fRtHa53SELUCQaliq+YuoDVq1dXawetWrWS0+o1LCsri9DQUDIzMwkJCdE7HK+jlGLgy6s4kpHHW7f2kO4HQgiv89R3f/L5hsP0btWQuff2lSnqvYQcvz2r0i21AwcO9GQcQtSabccyOZKRh7/FxOAOTfQORwghquzBq9vyze9H2XQog7X707gytrHeIQmhO93mZd2yZYteuxaXuO8TjwMwpGMEAT7VGgBECCF0FRHix7i+2lnQV5bvpZInXYWo13RLam+88Ua9di0uYXaHYsn2k4CMeiCE8G4TBrUhwMfE9mOZrNh1Su9whNCdR5upxowZU265UoqMjAxP7lqIcm1MSud0diGh/hY5XSeE8GqNgny58/JWvPvrQV5bsY/BHSIwGqVvrbh0eTSpXblyJZ9//jlBQUFu5Uop1qxZ48ldC1Eu54QL13aOxMes24kKIYSoEfcMaMP/Eg6zJyWbH3acZLScgRKXMI8mtYMGDSIoKKjci8x69OjhyV0LUUaRzcGPf2ozwknXAyFEfRAaYOGeAa15dcU+Xl+5j2s7R2I2yQ92cWny6H/+ggULKhw1YdmyZZ7ctRBlrNl3msx8K02Cfekj4zoKIeqJO6+IoUGAhaTTuSzcelzvcITQjfycE5cMZ9eDkV2jMEm/MyFEPRHka+a+QdrkPW/+vJ8im0PniITQhyS14pKQV2RzXR0sXQ+EEPXNuL6taBzsy7Ez+Xzz+1G9wxFCF7Wa1Mo4ekIvK3enkm+106JhAN2bh+kdjhBC1Ch/HxMPXd0WgLd/2U+B1a5zRELUvlpNauPj42tzd0K4LErUuh6M7hYl00kKIeqlsZc1p2mYP6eyCvly4xG9wxGi1klLraj3MvOsrN6XCsB13ZrqHI0QQniGr9nExGu01tr3fj1AbqFN54iEqF0enyP0f//7H6AltGfOnHE9B7jjjjs8vXshWLbzJFa7Ii4ymPaRwXqHI4QQHnNTz2a8v+ogh9Lz+Gz9IR64qq3eIQlRazzeUquUcrXQlr6XVltRW5yjHsig5EKI+s5iMjJpcCwAH64+SGa+VeeIhKg9BlWL2WXPnj35448/amt39VZWVhahoaFkZmYSEhKidzh1Wmp2AX1f+BmHgrWPXUXzhgF6hySEEB5ldyiufXMN+07lMPGadkwZEqt3SKKYHL89S/rUinrth+0ncSjo0SJMElohxCXBZDS4EtlPfksmI7dI54iEqB21mtRu2bKlNncnhKvrgYxNK4S4lAzrFEmn6BByCm18uPqg3uEIUStqNak1GmWuB1F7jmbksfXIWYwGbRYxIYS4VBgMBh4Z2h6A/yYcIjWrQOeIhPA8j2aZ+fn5nty8EOflbKXt1yacJsF+OkcjhBC1a1D7xvRsEUaB1cF7q6S1VtR/Hk1qg4KCiI2N5cYbb+Spp55i7ty57Ny5E5tNxs4TnrdYuh4IIS5hBoOBR4ZprbVfbTzC8bPS0CTqN48mtXfddRfBwcHEx8cTHR3N6tWrue+++2jWrBldunTx5K7FJW5vSjZ7UrKxmAwM7yRdD4QQl6b+bRrRv004RXYH7/yyX+9whPCoaiW1K1eurHDZhx9+6Hr80UcfMX/+fJKTk1m0aBHjxo1jzZo1pKSksHz58ursWohKWbTtOAADY5sQGmDRORohhNDPw0O1kRC++f0Yh9JydY5GCM+pVlI7cuRIHn74YYqKSoYJOX36NKNHj2b69OludVu1asXs2bN5++23+eCDDxg9ejR79uwhKkpaz4RnKKVYvO0kANd1l64HQohLW3zLhlzVvjF2h+LNn6W1VtRf1Upq16xZw+LFi7nsssvYuXMnP/zwA507dyYnJ4dt27a56u3fv58lS5bw6quv8uKLL3LkyBFOnDjBjh07auwFCHGuxKNnOZKRh7/FxOAOTfQORwghdDdliNa39rvE4+w/la1zNEJ4hrk6K/Xp04etW7cyYcIE4uPjcTgcPP/88zz66KMYDAZXvfbt29O1a1fGjBnDxIkT6dChAxaLnAoWnuUc9WBIxwgCfKr1Ly6EEPVKl2ahDO8UybKdKby+ch/v/S1e75CEqHHVvlBs7969bN68mWbNmmE2m9mzZw95eXludV5++WV69uzJd999x+DBg+nfvz933nknr776Kj/99NNFBy/EuewOxZLtxV0PZNQDIYRwmTI0FoMBlu5I4c/jmXqHI0SNq1ZS++KLL9KvXz+GDBnCn3/+yebNm9m6dStdu3YlISHBVe/hhx/mk08+YdOmTaSmpjJ37lxuvPFGCgsL+fzzz2vsRQjhtDEpndPZhYT6W7gytrHe4QghRJ0RGxHM9cU/9l9bsU/naISoedU6N/vmm2/y3Xffce211wLQqVMnNm3axOOPP86gQYMoLCwsd73WrVvTunVrrrvuuupHLMR5OLseXNs5Eh+zzGAnhBCl/WtwLIu3n+SXPalsOXyG+JYN9A5JiBpTraP+jh07XAmtk8Vi4eWXX5ahuoRuimwOfvwzBZCuB0IIUZ6YRoH8pWczAF5bsVfnaISoWdVKahs1alThsoEDB15w/ZMnT1bYmitEda3Zd5rMfCtNgn3p0zpc73CEEKJOeuiatlhMBtYdSGf9wTS9wxGixlzUpeG7du3iyJEjbuPVAhfsXjBu3DgOHjzIzTffzCuvvHIxIQjh4ux6MKprNCaj4QK1hRDi0tSsQQC39W7BfxMO89ryffSbEO42cpEQ3qpaSW1SUhI33ngjO3bswGAwoJQCcH0o7Hb7edd3zki2Z8+e6uxeiDLyimys2HUKkAkXhBDiQh64qi1fbz7K74fPsGrfaa5qL2N6C+9Xre4H//rXv4iJieHUqVMEBASwc+dO1qxZQ69evVi1alWltxMXF1ed3QtRxsrdqeRb7bQMD6Bbs1C9wxFCiDqtSYgf4/u3AuDV5XtdjVNCeLNqJbUJCQk8++yzNG7cGKPRiNFo5IorrmDmzJlMnDixpmMU4oIWJWpdD0Z3jZbTaEIIUQn3XtmaQB8Tfx7P4qedp/QOR4iLVq2k1m63ExQUBGgXjZ04oSUULVu2ZO9euZpS1K7MPCur96UC0vVACCEqKzzIl39cEQNoIyHYHdJaK7xbtZLazp07s337dkCbMvell15i3bp1PPvss7Ru3bpS23j66aers2shyli28yRWuyIuMpjYiGC9wxFCCK/xzwGtCfEzs+9UDku2n9A7HCEuSrWS2ieffBKHwwHA888/z+HDhxkwYABLly7lrbfeqtQ24uNl3mlRM5yjHoyWsWmFEKJKQv0t3DuwDQBvrNyPze7QOSIhqs+gaqh3eEZGBg0aNJD+jLUgKyuL0NBQMjMzCQkJ0TscXaVmF9D3hZ9xKFj72FU0bxigd0hCCOFVcgttDHjpVzJyi3jp5q6Muay53iHVW3L89qxqj1NbUFDA9u3bSU1NdbXaOlVmGtwlS5YwatSo6u5eCAB+2H4Sh4IeLcIkoRVCiGoI9DVz/6A2PP/Dbt78eT/X94jG12zSOywhqqxaSe2yZcsYN24c6enpZZYZDIYLjlMLsHnzZklqxUX7vnjUA5kWVwghqu/2vi35v7VJHD+bzzebjzKuXyu9QxKiyqrVp/bBBx9kzJgxnDx5EofD4XarTEIL8Mwzz1Rn10K4HEnPI/HoWYwGGNk1Su9whBDCa/lZTDx4dTsA3v7lAAXWyh3LhahLqpXUpqamMmXKFCIiIqq945SUlGqvKwTA4uIrdfu1CadJsJ/O0QghhHcb26s5TcP8Sc0u5POEw3qHI0SVVSup/ctf/lKlmcPKc9ddd13U+kIskq4HQghRY3zMRv41WGutfX/1QXIKbTpHJETVVGv0g7y8PP7617/SuHFjunTpgsVicVsus4p5llw9CXtTshn2xhosJgO/PzGE0ADLhVcSQghxXja7gyGvryE5LZdHhsa6uiSImiHHb8+q1oViX331FT/99BP+/v6sWrXKbRgvg8EgSa3wuEXbjgMwMLaJJLRCCFFDzCYjkwa3419fJ/LhmiTG9W0l37HCa1R78oVnn32WzMxMDh06RHJysuuWlJRU0zEK4UYpxeJtJwGZFlcIIWra6K7RtI8IJrvAxse/yTFdeI9qJbVFRUWMHTsWo7FaqwtxURKPnuVIRh7+FhODOzTROxwhhKhXjEYDU4bGAvDJb8mk5xTqHJEQlVOtrHT8+PHMnTu3pmOpkvfee4+YmBj8/PyIj49n7dq1562/evVq4uPj8fPzo3Xr1nzwwQdl6syfP5+OHTvi6+tLx44dWbhwYZX3q5Ti6aefJjo6Gn9/fwYNGsTOnTvLjUkpxbXXXovBYOC7776r/Iu/xDmnxR3SMYIAn2rPHyKEEKICQztG0KVpKLlFdj5YfVDvcISolGoltXa7nZdeeomBAwfy0EMPMWXKFLfbhZw8eZLCwur/8ps7dy6TJk3iiSeeYOvWrQwYMIBrr72WI0eOlFs/OTmZESNGMGDAALZu3crjjz/OxIkTmT9/vqtOQkICY8eOZdy4cWzbto1x48YxZswYNm7cWKX9vvTSS7z22mu88847bN68mcjISIYMGUJ2dnaZuN544w2ZVriK7A7Fku1a14PrpeuBEEJ4hMFg4OHi1tr/JRzmVFaBzhEJcWHVGv3gqquuqniDBgO//PLLedcfPHgwBw8e5Oabb+aVV16p6u7p06cPPXv25P3333eVdejQgRtuuIGZM2eWqT916lQWLVrE7t27XWUTJkxg27ZtJCQkADB27FiysrL48ccfXXWGDx9OgwYNmDNnTqX2q5QiOjqaSZMmMXXqVAAKCwuJiIhg1qxZ3Hvvva71tm3bxqhRo9i8eTNRUVEsXLiQG264oVKv/1K+enL9gTRu+3gjof4WNj8xGB+zdIERQghPUErx1w8S+P3wGe7o15Jnr++sd0he71I+fteGap27/fXXXy9qpytXrgRgz549VV63qKiILVu2MG3aNLfyoUOHsn79+nLXSUhIYOjQoW5lw4YNY/bs2VitViwWCwkJCUyePLlMnTfeeKPS+01OTiYlJcVtX76+vgwcOJD169e7ktq8vDxuvfVW3nnnHSIjIy/4mgsLC91atrOysi64Tn3l7HowokukJLRCCOFBBoOBR4a155aPNjBn0xHuubI1zRoE6B2WEBXyeIfEs2fP8tNPP3H8+HEMBgNRUVEMGzaMBg0aEBcXV+XtpaWlYbfby8xmFhERUeEsZSkpKeXWt9lspKWlERUVVWEd5zYrs1/nfXl1Dh8umZ1l8uTJ9O/fn+uvv75Sr3nmzJkyrTBQZHPw45/aezxaJlwQQgiP69s6nCvaNuK3A2m8/fMBZv2lq94hCVEhjzZ1zZ49m969e7NhwwYcDgd2u50NGzbQt29fZs+efVHbPrcvqlLqvP1Ty6t/bnlltnmxdRYtWsQvv/ziagGujOnTp5OZmem6HT16tNLr1idr9p0mM99Kk2Bf+sSE6x2OEEJcEpwjIXz7xzGS03J1jkaIinm0pfall17ijz/+ICgoyK38ueeeIz4+vlpT5TZq1AiTyVSmVTY1NbVMC6lTZGRkufXNZjPh4eHnrePcZmX26+xKkJKSQlRUVLl1fvnlFw4ePEhYWJjbdm6++WYGDBhQ7vTDvr6++Pr6lvvaLiXOrgejukZjMsoFdkIIURt6tmjANXFN+HlPKm+s3Mebt/TQOyQhyuXRllqDwUBOTk6Z8pycnGpf9e/j40N8fDwrVqxwK1+xYgX9+/cvd51+/fqVqb98+XJ69erlmuK3ojrObVZmvzExMURGRrrVKSoqYvXq1a4606ZNY/v27SQmJrpuAK+//jqffvppVd6KS0pekY0Vu04BMuGCEELUNmdr7aJtJ9ibUnY0HyHqAo+21L7yyisMHDiQzp0707RpUwCOHTvGzp07efXVV6u93SlTpjBu3Dh69epFv379+Oijjzhy5AgTJkwAtNP1x48f53//+x+gjXTwzjvvMGXKFO6++24SEhKYPXu2a1QDgH/9619ceeWVzJo1i+uvv57vv/+elStX8ttvv1V6vwaDgUmTJvHCCy/Qrl072rVrxwsvvEBAQAC33XYboLXmlndxWIsWLYiJian2e1LfrdydSr7VTsvwALo1C9U7HCGEuKR0ig5lZJcofthxktdX7OODcfF6hyREGR5NakeNGsW1117Lpk2bOHHiBEopmjZtSu/evTGZTNXe7tixY0lPT+fZZ5/l5MmTdO7cmaVLl9KyZUtAGwe39NixMTExLF26lMmTJ/Puu+8SHR3NW2+9xc033+yq079/f77++muefPJJnnrqKdq0acPcuXPp06dPpfcL8Nhjj5Gfn8/999/PmTNn6NOnD8uXLyc4OLjar1fAokSt68HortEytq8QQuhg8pB2/PjnSZbtTGHHsUy6SAODqGOqNU6t0NelNs7d2bwiLvvPSqx2xfLJVxIbIT8QhBBCD1PmJrJg63EGtW/MZ3f21jscr3OpHb9rmwz0Keq8ZX+mYLUr4iKDJaEVQggd/WtwO0xGA6v2nub3Qxl6hyOEm1pLas8dy1WIynKOeiBj0wohhL5ahgcyplczAF5dvk/naIRwV2tJ7YgRI9zuhaiM1KwCEpLSAbhOklohhNDdg1e3w8dkJCEpnfUH0vQORwiXWu9+IF14RVUs2X4SpaBHizCaN5TpGYUQQm9Nw/y5rU8LAF5ZvleO66LO8Pg0uUJcDGfXA2mlFbXKYYfCLCjIgsLsUo+zwOQD4W2gYWvwCdQ7UiF0cf9Vbfh68xH+OHKWX/emcnVc+ZMfCVGbJKkVddaR9DwSj57FaICRXaMuvIIQSoGt0D0JdXucXX75ucmrtZJTgQZHlyS44W21x+FtoUErMMssgKL+ahLsx/j+rfhwdRKvLt/HoNgmGGWmR6GzWk9qZYxRUVmLt2uttP3ahNMk2E/naITHORxQlFNOkplZtrX0fMmpw1pzMZn9wDcEfIPBL0R7bM2D9IOQnwHZJ7TbobXu6xmMENpMS3AbtimV8LaB0BZgkvYE4f0mXNmGLzccYeeJLH7amcK1XaTxQeir1r5ZfXx83O6FuBDnhAvXd2uqcyTiomSdhH0/QkbyBZLTbKCm+uYZtET03IS09GNXmfNxcNly83m+r/IyICMJ0g9oSW76Acg4COlJUJQNZ49ot4O/uK9ntECDlqUS3jYlLbzB0WCUkRaFd2gQ6MM/rojhrZ/389qKfQztFIlJWmuFjmotqd2wYYPbvRDnszclm72nsvExGRnWuey0wqKOS9sPuxfDnh/g+O9VW9doqWTi6XwcWjYh9QnyfHIY0FC7NevlXq4U5KQWJ7jFCW/GweL7JLAVFJcfKLtNs19xV4Y257TwtoXAxiBnukQd888BMfx3/SH2p+aweNsJbughjRBCP3IOTNRJi7YdB2Bg+8aE+lt0jkZckMMBJ7bCniXaLa30+JUGaHaZdvMLrbhV1PnY7OvdyZvBAMER2q1lf/dlDgdkHS9Jcl0J7wE4c0hLeFN3abdz+QRDeOuyXRoattaSayF0EOJn4d6BrXlp2V5eX7mPkV2jsJjkbIPQh0eT2lmzZjF16lS2b99Ohw4dsFgkOREXppRi8baTgIx6UKfZrXDot+JEdqnWt9TJaIHWAyFuJLQfAcHS2g5orcdhzbVb60Huy+w2yDxSkuy6ujMc1LoxFGXDyW3a7Vz+DUtadEt3aWjYBnyDauWliUvX3/u34pPfkjmcnsf8Lce4pXcLvUMSlyiPJrVXXHEFAE8//TS7d+/GYrHQuXNnunTpQpcuXbjsssuIiJBhQIS7xKNnOZKRR4CPicEd5P+jTinKhQMrtW4F+5ZpF3E5+QRBuyEQN0q79wvVL05vZDJrra4NW2vvX2m2Qq0l163/bpL2OPuEdtHasQw4trnsdoMi3ZPc0i28MkKDqAEBPmbuG9SW55bs4q2f93Njz6b4mk16hyUuQQZVi6Mm5+Xl8eeff7Jjxw527NjB2rVrGTFiBM8991xthVAvZGVlERoaSmZmJiEhIXqHU+OeWbyTT9cd4vru0bx5Sw+9wxG56dqFXruXQNKv2ilyp8DGWkts3CitZVaSpNpXlOt+wVrpx3nnme3J7Aetr4K4ERB7LQQ1rr2YRb1TYLUz6OVVpGQV8Mx1nRjfv5XeIdVJ9f34rbdaTWrLEx8fz5YtW/QMwevU5w+F3aHoO/NnTmcXMnt8L66Rllp9nDmstcbu+QGOrAflKFnWoJWWxHYYrfWTNUqLTJ2Vf7ZkRAZXd4YD2vPCUq3sGKB5Hy3BbT8SGrXVK2Lhxb7ceJgnFv5J42Bf1jx6Ff4+8t1wrvp8/K4LdE9qrVar9LWtovr8oVh/II3bPt5IqL+FzU8MxscsFxzUCqXg1M7iRHYxpOxwXx7ZVUti40ZCk47efSGX0P7eqbtKfricTHRf3ii2uAV+JDTtJcOMiUopsjm45rVVHM3IZ/q1cdw7sI3eIdU59fn4XRfoPvqBJLSiNOe0uCO6REpC62kOOxzdVDJiwZlDJcsMRmh5uZbUxI2EMLnwo14xGCCik3Yb+BhkHoe9S7Vb8lpt9Iq0fbDuDQhsAu2Ha63zMQPBIhOhiPL5mI3865pYHpm3jQ9WH+S2Pi0I9pNjvKg9urfUiqqrr7/0imwOLvvPSjLzrXx1dx/6t2mkd0j1j7UAkldrSezeHyH3dMkysx+0uVpLXmKHQ2C4fnEK/RRkllwMuH+FNjGGkyUQ2l6tdVGIHSZDiYkybHYHQ99YQ9LpXKYMiWXiNe30DqlOqa/H77pC95ZaIZzW7DtNZr6VJsG+9ImRhKrGFGRqycnuxVqyUpRTsswvVLtIKG4ktL0GfAL1i1PUDX6h0Plm7WYrgsO/aUO27V2qjbG7e7F2M5igRb/ifrgjoGGM3pGLOsBsMjJ5cCwPzdnK/61J4o5+LQkLkJlERe2QpFbUGd8Xdz0Y1TVaplq8WNkpJf0lk9eAw1qyLDhaS2I7jNK6GJjk9KCogNlHa71vczWMeFkbI3fvUu3/6tSfWsJ7+Df46XFo0qkkwY3uIf2uL2Eju0Tx7q8H2JOSzf+tTeLRYXF6hyQuEdL9wAvVx9MXeUU24p9bSb7VzncPXE735mF6h+R90g6U9I89d7zSRu21JDZuJET3lIRDXLwzh7QuLHt+gMPrQdlLlgVHQ/viMwCtBmjJsbikrNh1irv/9zsBPibWPHYVjYJkuD+on8fvukRaakWdsGLXKfKtdlqGB9CtmQzaXylKlZqa9gc4vcd9ebPLii/0GgWNpF+bqGENWkHf+7RbXobWxWXPEjjwszYhxO+ztZtvCLQdXNzFZTD4h+kduagFgzs0oVuzULYdy+T9VQd5alRHvUMSlwBJakWdsLi468HortEYpBWxYnYrHF5X0rUg63jJMqMZYq7Uktj2IyAkSr84xaUloCF0G6vdrAVal5e9P2gtuTmnYOcC7WY0Q6srtAvN4kZAaDO9IxceYjAYeHhoe+74ZBOfbzjM3QNaExkqI2cIz5LuB16ovp2+OJtXxGX/WYnVrlg++UpiI4L1DqluKcqFg79oM3rtWwYFZ0uWWQKh3WCIG61NrSqtYKIucTjgxB8lP8LS9rovj+pWkuBGdJZuMfWMUoqxH25g06EMbu/bgudv6KJ3SLqrb8fvukaSWi9U3z4UX286wrQFO4iLDGbZpCv1DqfuOHsEVszQLswpPTVtQKPi/oqjoPUgGTdUeI/0g1pyu3cpHNkAlDr8hLXQzjC0HwEt+8sFjPXExqR0xn60AYvJwC8PD6J5wwC9Q9JVfTt+1zXS/UDozjnhwuhu0TpHUkc47LDpI/j5ObDmamVhLbTW2A6jtOlMZWpa4Y3C28DlE7Vbbpp25mHPUu1MxNkjsPED7eYXBu2Glgw15ytnb7xVn9bhDGjXiLX703jz5/288tdueock6jFpqfVC9emXXmpWAX1m/oxSsPaxqy75X/Gc2gWLHoLjv2vPW14Ow/4DUd3l1Kyov4ryIOlXLcHd9yPkpZcsM/loM5k5hwsLjtQvTlEtiUfPcsO76zAaYMWUgbRpHKR3SLqpT8fvukhaaoWulmw/iVLQs0XYpZ3Q2gphzSvw2+vamLK+ITDkGej5dzDKdMGinvMJKJmS2Tl9897ifrgZSXBghXZbMhmaxmvJbdwoaNxefux5ge7NwxjcIYKVu0/xxsr9vH1rD71DEvWUtNR6ofr0S++Gd9eRePQsT4/uyN8vv0RnJDqyQWudTdunPW8/Eka+AiHSHUNc4pSC03uLE9ylJWcwnBq2hg6jIf5OmdGsjtt1IosRb60F4Md/DaBDlHcfu6qrPh2/6yJpAhK6OZKeR+LRsxgNMLLrJZjAFWTBD4/AJ8O1hDawCfz1v3DLl5LQCgFaK2yTOBjwMNz9Mzy8F0a9ofW3Nflorbjr3oS3e8LXfyueBELaaeqijtEhjOqqDTP4+op9Okcj6ivpfiB0s3i7doFY/zaNaBx8ic02s+8n7VSqc5zZHrfDkOe08T6FEOULjoRed2q3wmxtooetn8OBlSWz6UV1h773Q6cbZSazOmbS4FiW7jjJ8l2n2Hb0LN1k5khRw6SlVuhmUaKW1F53KY16kHMavv0HfDVGS2gbtII7vofr35WEVoiq8A2GTjfA7fPh/o0Q/3cw+8HJRFh4D7zZVeunnpehc6DCqW2TIG7soU248aq01goPkKRW6GJvSjZ7T2XjYzIyrPMlcDWzUpA4B969DP6cDwYj9H8I7kvQxpoVQlRfkzgY/SZM3gVXPwlBkZB9En55Dl7rCIsnwWlJouqCf13TDrPRwJp9p9mULD84RM2SpFboYtE27bT7wPaNCfWv54OsnzkMX9wE302A/DMQ0QXu/gWGPq9d9S2EqBmB4XDlozBpB9z4IUR2BVs+bPlU+0H5xV+0LgvS71Y3LcIDGHNZcwBeWb4XuVZd1CRJakWtU0qxeNtJoJ53PXDYIeE9eK+vNri8yReumQH3/ArRMqSNEB5j9oFut8C9a+DvS7XhvzBow4J9cRO81w+2/Bes+XpHekl66Oq2+JiNbErOYN2B9AuvIEQlSVIral3i0bMcycgjwMfE4A4ReofjGad2wuwh8NN0sOZByyvgvvUwYIpM/ylEbTEYoNXl2ogiE/+APhPAJwhO74bFE+H1TvDLfyD7lN6RXlKiQv25vU9LAF6W1lpRgySpFbXOOS3ukI4R+PvUs+lerQXwy/Pw4ZVwfIs2icLoN2H8YmjUVu/ohLh0NWwN186CyTu1rj+hzbWZy9a8BG90hoX3wcntekd5ybhvUBv8LSa2HT3Lz7tT9Q5H1BOS1IpaZXcolmyvp10PDifAhwNgzcvgsGmnPB/YpF2VLbOCCVE3+IdpF2lOTNTGhW7eB+xFsO0r7fP72ShtogeHQ+9I67XGwb78/fJWgDYSgsMhrbXi4smRVtSqDUnpnM4uJNTfwoB2jfUOp2YUZMEPD8OnxZMoBEXAmP/B2C8gJErv6IQQ5TGZtSHB7loO//wFOt8MBhMcWgtf3wrvxMPGj6AwR+9I6617r2xNsK+Z3Sez+PHPFL3DEfWAJLWiVjnHph3RJRIfcz3499u7TLsQbPPH2vMe4+CBjdDxepmTXghv0Swe/vIJTNoOl/8L/EK12cp+fBRe7wjLn4KzR/WOst4JC/DhrgHa9MavrdiLXVprxUWqB1mF8BaFNjs//ql1PRjt7V0Pck7DvDthztjiSRRi4I5FcP074N9A7+iEENUR2gyGPKuNdzviFWjYBgoyYf1b8GY3mPd3OLpZ7yjrlbuuiCEswMLB07l8t/W43uEILydJrag1a/alkVVgo0mwL31iwvUOp3qUgsSvtDEvdy7QTlde/i9tZIPWA/WOTghRE3yDoPfd8ODvcOtciLkSlB12LoTZg+HjwfDnArDb9I7U6wX7WZgwsA0Ab/y8D6td+jKL6pOkVtQa56gHo7pGYzJ64an5M4fg8xvhu/u0SRQiiydRGPKsTKIgRH1kNEL74droJRN+g+5/A5MPHNsM394Jb3WHdW9B/lm9I/Vqd/RrSaMgX45m5DPv92N6hyO8mCS1olbkFdlYuUsbC/K67l7W9cBhh/XvaAO2J/2qzS8/+Gm4+1eI7q53dEKI2hDZBW54Dyb9CQOnQkAjyDwKK57SpuJd+iikH9Q7Sq8U4GPmgau01tq3f9lPgdWuc0TCW0lSK2rFil2nyLfaaRkeQLdmoXqHU3kpf2qnGpc/oU2i0GqA1tXgiskyiYIQl6LgCLjqcW282+vehiYdwZoLmz6Ct+Nhzq2QvFam4q2iW3u3ICrUj5OZBczZdETvcISXkqRW1IrFxV0PrusWjcEbRgWwFsDPz8FHA+HEH+AbCqPf0i4GC2+jd3RCCL1Z/KDnHdqP3HHfQbuhgIK9S+G/o7QxbxPngK1Q70i9gp/FxMRr2gHw7q8HyCuS/sqi6iSpFR53Nq+I1ftOA14y4cLh9fDBFbD2lVKTKGyE+PEyiYIQwp3BAG2ugr/Ngwc2Q69/gNkfUnbAdxPgjS6w+iXITdM70jrvL/HNaNEwgLScIv67/rDe4QgvJEdo4XHL/kzBalfERQbTLiJY73AqVpAFSybDp9dC+v7iSRQ+1+aNl0kUhBAX0jgWRr0OU3bBNf+G4CjIOQW//gde7wSLHoLU3XpHWWdZTEYmDdZaaz9YfZCsAqvOEQlv47VJ7XvvvUdMTAx+fn7Ex8ezdu3a89ZfvXo18fHx+Pn50bp1az744IMydebPn0/Hjh3x9fWlY8eOLFy4sMr7VUrx9NNPEx0djb+/P4MGDWLnzp2u5RkZGTz00EO0b9+egIAAWrRowcSJE8nMzKzmO1H3OUc9qNMXiO1ZCu/2gd8/0Z73vEOb4rbjdfrGJYTwPgENYcDDMGkH3PQxRPcAWwH88T9tspbPb4T9K6XfbTmu796UNo0Dycy38slvyXqHI7yMVya1c+fOZdKkSTzxxBNs3bqVAQMGcO2113LkSPmdy5OTkxkxYgQDBgxg69atPP7440ycOJH58+e76iQkJDB27FjGjRvHtm3bGDduHGPGjGHjxo1V2u9LL73Ea6+9xjvvvMPmzZuJjIxkyJAhZGdnA3DixAlOnDjBK6+8wo4dO/jss89YtmwZd911l4feLX2lZhWQkJQOwOiudTCpzUnVBlT/+lbIPqFNojB+sXYBiH+Y3tEJIbyZyQJd/6qNlHLnMugwGgxGOPgLfHlzyQ/pojy9I60zTEYDU4a0B2D22mTO5BbpHJHwJgalvO+nYp8+fejZsyfvv/++q6xDhw7ccMMNzJw5s0z9qVOnsmjRInbvLjntM2HCBLZt20ZCQgIAY8eOJSsrix9//NFVZ/jw4TRo0IA5c+ZUar9KKaKjo5k0aRJTp04FoLCwkIiICGbNmsW9995b7uuZN28et99+O7m5uZjN5gu+/qysLEJDQ8nMzCQkJOSC9fX0yW/JPLtkFz1bhLHg/sv1DqeEcxKFnx6HgrPaJAr9H4JB08Dir3d0Qoj66swh2Pgh/PE5FGmNHfg31Pri9ntAa+W9xDkcilFv/8auk1lMGNiGadfG6R1SjfGm47c38rqW2qKiIrZs2cLQoUPdyocOHcr69evLXSchIaFM/WHDhvH7779jtVrPW8e5zcrsNzk5mZSUFLc6vr6+DBw4sMLYANc/d2USWm+zqNSoB3VGRjJ8fgN8f7+W0EZ2LZ5E4RlJaIUQntWgFQyfqfW7HfYChLWA/AztwtS3usO6N7XRVy5hRqOBh4fGAvDZ+mRSsy/t90NUntcltWlpadjtdiIiItzKIyIiSElJKXedlJSUcuvbbDbS0tLOW8e5zcrs13lfldjS09N57rnnKmzFBa21Nysry+3mDY6k55F49CxGA4ysC10P7DZY/3bxJAqriidReEYmURBC1D6/EK1ldmKidkFqk05QkAkr/g3v9IJtc8Fx6U4Ze3VcE7o3D6PA6uD9VTKphagcr0tqnc4d61Qpdd7xT8urf255ZbZZU3VAOw0xcuRIOnbsyIwZMyqMfebMmYSGhrpuzZs3r7BuXbJ4u9ZK279NIxoH++obTMoObc725U+CLb/UJAqTwFT/WsiFEF7CaNIuSJ2wFq5/D4KjtZnKFt6jjZOdtErvCHVhMBh4ZKjWt/bLDUc4cTZf54iEN/C6pLZRo0aYTKYyLZ+pqallWkidIiMjy61vNpsJDw8/bx3nNiuz38jISIBKxZadnc3w4cMJCgpi4cKFWCwVz041ffp0MjMzXbejR49WWLcuWZRYB7oeWAvg52fho0FwYqs2icJ1b2sXg8kkCkKIusJogh5/g4l/wDUzwDcEUrbD/66HL26GUzsvvI165vK24fSJaUiR3cE7vx7QOxzhBbwuqfXx8SE+Pp4VK1a4la9YsYL+/fuXu06/fv3K1F++fDm9evVyJZMV1XFuszL7jYmJITIy0q1OUVERq1evdostKyuLoUOH4uPjw6JFi/Dz8zvva/b19SUkJMTtVtftTclm76lsfExGhnWO1CeIQ+vgg8th7avaJAodroMHN2nDdXnDrGZCiEuPxR8GTIGJW6HPBDCa4cBKeP9y+O4ByDyud4S1xmAw8MgwrbX2m81HOZIuo0SIC1Be6Ouvv1YWi0XNnj1b7dq1S02aNEkFBgaqQ4cOKaWUmjZtmho3bpyrflJSkgoICFCTJ09Wu3btUrNnz1YWi0V9++23rjrr1q1TJpNJvfjii2r37t3qxRdfVGazWW3YsKHS+1VKqRdffFGFhoaqBQsWqB07dqhbb71VRUVFqaysLKWUUllZWapPnz6qS5cu6sCBA+rkyZOum81mq9Trz8zMVIDKzMy8qPfRk15atlu1nLpE/fO/m2t/59YCpRZPUmpGiHZ7OVapXYtqPw4hhLhYaQeUmntHyffZcxFKrXxGqfyzekdWa+6YvVG1nLpETZ67Ve9QLpo3HL+9mVcmtUop9e6776qWLVsqHx8f1bNnT7V69WrXsvHjx6uBAwe61V+1apXq0aOH8vHxUa1atVLvv/9+mW3OmzdPtW/fXlksFhUXF6fmz59fpf0qpZTD4VAzZsxQkZGRytfXV1155ZVqx44druW//vqrAsq9JScnV+q11/UPhcPhUFfM+lm1nLpELUo8Xrs7t1mVmnNbyQHg+4eUyjtTuzEIIURNO7pZqdnDSr7bZsUoteEDpayFekfmcduOnlEtpy5RMdOWqP2nsvQO56LU9eO3t/PKcWovdXV9nLs/jpzhpvfWE+BjYsuTQ/D3MdXOjh0O+P4B2PYVmHxg7JcQO/TC6wkhhDdQCvYuhRUztKm8ARq21vrgdry+Xneruud/v7N81ylGdo3i3dt66h1OtdX147e387o+taLuc14gNqRjRO0ltErBsmlaQmswwV8+lYRWCFG/GAwQNxLu3wAjX4PAxpCRBPPGw+whcDhB7wg9ZsrQWAwG+GH7SXad8I5hLUXtk6RW1Ci7Q/HDjpNALY96sGombPpQe3zDe9BhVO3tWwghapPJDJfdpV1MNnAaWALg2Gb4dDh8/TdI2693hDUuLjLENdX6ayv26hyNqKskqRU1akNSOqezCwn1tzCgXePa2en6d2D1LO3xtS9Dt1tqZ79CCKEn32C4arqW3Mb/HQxG2LME3u0DS6ZATqreEdaoSYPbYTTAyt2pbD1yRu9wRB0kSa2oUc6uByO6ROFjroV/rz/+B8uf0B5f/ST0ucfz+xRCiLokOBJGvwn3JUDstaDs8PtseKsHrJoFRbl6R1gjWjcO4uaezQB4bcU+naMRdZEktaLGFNrs/PhnLXY92LkQFv9Le9z/IRjwiOf3KYQQdVWTOLjta/j7DxDdE4pyYNULWnK75TNtqnAvN/GadlhMBtbuT2NDUrre4Yg6RpJaUWPW7Esjq8BGRIgvvWMaenZn+1fC/LtBObTJFIY8V6+v/BVCiEprdQXc/Qv85RMIawk5p7QGgA8uh73LtAtrvVTzhgGMvUybKv615fuQAZxEaZLUihqzaJvW9WBU12hMRg8mmIcTYO7t4LBCpxth1BuS0AohRGkGA3S+GR7cDMNfBP8GcHoPzBkLn42C43/oHWG1PXR1O3zNRjYdymDN/jS9wxF1iCS1okbkFdlYuesU4OGuBycS4asxYMuHtkPgxo+0OdOFEEKUZfaFvvfBxES4fBKYfOHwb/B/V8G3/4Azh3QOsOoiQvwY17clAK8u3yuttcJFklpRI1bsOkW+1U7L8AC6Ngv1zE5O74MvboLCLGjRH8b8D8w+ntmXEELUJ/5hMOQZeGgLdLsVMMCf8+HtXrDsccjL0DvCKpkwqA0BPia2H8tkRXGDihCS1Ioasbi468F13aIxeKIrwNkj8PkNkJcOUd20iyF8Amp+P0IIUZ+FNYcbP4B710Drq7RuXBvehTe7w7o3wVqgd4SV0ijIlzsvbwVoIyE4HNJaKySpFTXgbF4Rq/edBjzU9SAnFf53PWQdh0bt4faF4Oeh1mAhhLgURHWFO76D2xdARGcozIQV/4Z3esG2r7Vpx+u4ewa0IdjPzJ6UbNekP+LSJkmtuGjL/kzBalfERQbTLiK4ZjeefwY+v1GbCjKshfYlHBhes/sQQohLVdtrtFbbG96HkKaQeRQW3gsfXQkHf9U7uvMKDbBw94DWALy+Yh82e91PxIVnSVIrLppz1IPrutdwK21hDnw5Bk79CUERMO47CKnFqXeFEOJSYDRB99u0/raDnwbfEEjZoXX5+vwmSPlT7wgr9I8rYmgQYCEpLZeFW4/rHY7QmSS14qKkZhWQUDwAtnNe7hphK4S5f4Njm8AvDMYthPA2Nbd9IYQQ7iz+cMVkbaSEPveB0QIHf4YProDv7ofMupc0BvmauW+Qdmx48+f9FNmktfZSJkmtuChLtp9EKejZIozmDWvowi27TRtqJmkVWALh9vkQ0almti2EEOL8AsPh2hfhwU3aWOAoSPwS3u4JK5+Bgky9I3Qzrm8rGgf7cuxMPt/8flTvcISOJKkVF2VRqVEPaoTDAYsegj1LtPEUb50DzXrVzLaFEEJUXsPW8NfP4J8/a8Mo2grgt9e0kRI2fAC2Ir0jBMDfx8SDV7UF4O1f9lNgtesckdCLJLWi2o6k55F49CxGA4ysia4HSsGyabDtKzCY4K+fQuuBF79dIYQQ1desF9y5FG6ZA41iIT8Dlk2Fd3vDzoV1YtrdW3o3p2mYP6eyCvliw2G9wxE6kaRWVNuibVr/qv5tGtE42PfiN7hqJmz6UHt8w/sQN/LitymEEOLiGQwQNwLuS4BRr0NgEziTDPP+Dh8PhsPrdQ3P12xi4jVaa+37qw6SW2jTNR6hD0lqRbXVaNeD9e/A6lna4xGvQLexF79NIYQQNctkhl7/gIlbYdB07bqH47/Dp9fCnNu0mR91clPPZrQKDyA9t4jP1h/SLQ6hH0lqRbXsScli36kcfExGhnWOvLiN/fE/WP6E9vjqp6D33RcfoBBCCM/xDYJB02DiHxB/p9ZlbO8P8F5f+OkJKMqt9ZAsJiOTBscC8OHqg2TmW2s9BqEvSWpFtSxK1FppB7ZvTKi/pfob2rkQFv9Le9x/Igx4uAaiE0IIUSuCI2H0G3B/ArQfAcoOCe/Ae/3gwM+1Hs7obtG0axJEVoGN2b8l1/r+hb7MegcgvI9SisXbtaT2+ouZcGH/Sph/NygH9BwPQ57V+m2JS5ZSCpvDhtVhxaZs2Bzaze6wa+XK6iorc1PF61WwzLVdhw2HcmA0GDEZTJiMJkwGE0aDEaPBiNlgxmg0uspMhuLlxuJlhlLLSq1rNp6zrHg9X5MvfmY//M3++Jv9MRlNer/NQtS8xu210Wr2/QQ/PAxnD8MXN0HXsTDsBQhsVCthmIwGpgyJ5b4v/2D22iT+3r8VDQN9amXfQn+S1Ioq23r0LEcz8gn0MXFNXET1NnI4AebeDg4rdLpJu/BAElqvZXVYySnKIceaQ641l+yibHKtueRYc85bfm4dq6P+ny60GC2uBNd5K530uj02+RFgCcDPVP7y0mUB5gACLYEY5HMk9BQ7DFpeDr88Dxs/gO1zYf8KGD5TS3Br4f9zeOdIOkWHsPNEFh+uPsj0ER08vk9RN0hSK6rM2fVgSMcI/H2q0ep0IhG+GgO2fGg3FG78UJumUeguz5pHWn4ap/NPczr/NGl5aWQUZJRJRLOt2W5JaqG90GMxOVtPzUb3m8Vo0R6Xs8xVx2Apt9xkMGFXdhzKgd1hx67srucO5XC15tqVHbvD7nrsUA5syobD4XBbx7WsnPUK7YXk2/JRaMMeWR1WrEVWsoqyPPJehfiElNx8K34c6hPqViYJsagxvkHa5A1d/qqNO566ExbeC9u+1howGsZ4dPcGg4FHhrbnzs8289+EQ9x1RQxNQvw8uk9RN0hSK6rE7lD8sOMkANdVp+vB6X3aKanCLO3X/F//C2Y5NeRJSimyirI4nVecqBYnrWn5aaTlpbmV5Vov7uIOf7M/QZYggnyCCLIEEWgJLPM82Ce43PIgSxA+Jh/3hLX4lL63U0pR5Cgi35pPvi2ffLt2X2Ar0J6f8/jcMrdl5aybb8t3JeRnC89ytvBslWM0GUwE+wSXSYJDfUPLlIX5hhHuH064fzjBlmBJhkX5msXDvath/VuwahYk/ar1tb3qceh7vzaSgocMat+Yni3C+OPIWd5bdZCnr5NZKS8FBqXqwKjJokqysrIIDQ0lMzOTkJCQWt33ugNp/O3jjYQFWNj0+GB8zFVIOM4egU+GQ9ZxiOoO4xeDX+3GX5/YHXYyCjJKEtT8tLKJa55WXuSo/Mw//mZ/Gvs3ppF/IxoHNKahX0OCfYIvmJQGWgIxG+V3sh6UUhTaC8kuyiarKIvMwkyyirK0W2FWmcfnLq/K/8e5fIw+NPRvSLifluSWd9/QryHh/uGE+obWix8pohrSD2oXBR9aqz2P6gaj34Lo7h7b5foDadz28UZ8TEZ+fXQQTcP8PbavytLz+H0pkCOQqBJn14NrO0dVLaHNSYX/Xa8ltI3aw+0LJKGthAJbAUezj3Ik6wiHsw9r91mHOZJ9hLT8NBzKUelthfiEaMlqQCMa+zd2S1wb+ReXBTQm0BLowVckPMFgMOBn9sPP7EfjgMZVXr/AVuBKcDOLMt0T4XMS48zCTM4UnCG9IJ1cay5FjiJSclNIyU254H7MBjMN/BqUm/w6E1/n8wa+DeSiuvokvI3WkLH1C1j+JJzcBv93NfS7HwY9Dj4BNb7L/m0b0a91OAlJ6bzzy35m3tS1xvch6hZpqfVCev3SK7TZuez5lWQV2Jhzd1/6tQmv3Ir5Z+CzUXDqTwhrAf/4CUJqYMKGeqLIXsSx7GOuZPVw1mFXEnuhRMFoMNLQr6ErQXXeGgeUTVp9TTUw65sQpRTYCsgoyCA9P530gvTz3le1D7HRYKSBbwOaBDQhIjCCiIAIIgMjiQjQHkcERtAkoAn+Zv1b30QV5aTCj1Nh5wLteVhLra9t22tqfFdbDmdw8/sJmIwGfp4ykFaN9P3RLi21niVJrRfS60OxYtcp7v7f70SE+LJ+2jWYjJXoR1eYA5/fAMc2Q1AE3Pmj9ov9EmN1WDmefdyVtDoT1yPZRziZe/K8La7BlmBahLSgRUgLWoa0pEWwdh8VGEUDvwZyyl94BavdqiXAF0h+MwoyOFNwxnVh3YWE+Ya5ktzSCa/zPjIgkgBLzbcCihqw7ydYMgWyjmnPu46FYTMhsJINJpV056eb+HXvaW7s0ZTXx3av0W1XlSS1niVHQ1FpzmlxR3WNrlxCay2Ar2/TElq/MBi3sF4ntHaHnRM5JzicfdittfVI1hFO5JzAruwVrhtgDtAS1pAWrqTV+byBbwO5EEd4PYvJoiWbgRceBtDusHOm8Axp+Wmk5qWSkpvCqbxTnMo9xam8U67n+bZ814Vxe8/srXB7wZbgMonuuUlwkCVIPme1LXYYPLChePivDz02/NeUIe35de9pvks8zv2D2tAuIrhGtivqHmmp9UJ6/NLLK7IR/9xK8q12vn/gcro1Dzv/CnYbzBsPe5Zoc4OPXwTNetVKrLXB7rCTnJnMroxd7Erfxe703ezO2E2+Lb/CdfzN/rQIdm9xdT4O9wuXA6oQVaCUItua7Up0XffFj52Jb441p1LbC7IEER0UTdOgpjQNakqz4GZEB0bTNLgpzYKaSWuvpx37HRZN1Ib/AmhztdYloUGrGtn8hM+3sGxnCiO6RPLe3+JrZJvVIS21niVJrRfS40PxfeJx/vV1Ii3DA1j1yKDzJ2AOB3x/P2ybAyZf+Ns8aD2wVuL0BJvDRlJmErvSSxLYvWf2lpvA+pp8aR7c3NXK2jK4pStxbezfWBJXIWpZTlGO1tqbl1I28S0uq0x/3wa+DWga1FRLfIsTXefz6KBo6bNeE+xWWPcmrH4J7IVg9q+x4b/2ncpm2BtrUAqWPHQFnZuG1lDQVSNJrWdJUuuF9PhQ/PO/m1m5O5WHrm7Lw0PbV1xRKe0CgE0fgsEEYz+HuJG1EmNNsDqsJJ3VEtid6TtdCWx5kwsEmAOIaxhHx/COrlurkFZyxbYQXibPmkdKbgrHco5xPOc4x7OPcyL3BMeyteeVSXqb+DehaXBTV2uvM+ltGtyUiIAI6fteFWkHYMmkGh/+a9LXW/ku8QRXxzXhk79fdtFhVocktZ4lSa0Xqu0Pxdm8Ii77z0qsdsWKyVeevz/SL/+BNS9pj2/8CLqN9Xh81WW1Wzlw9oCrBXZX+i72ndlX7pidgZZAOjTsQMfwjnQI7+BKYGXMTSHqv+yibE7knNCS3uzjHM85XvI85/h5ux2BNrFFZGCkq2tD6b7zzYObS9eG8ihVMvxXwVmtkeQih/9KTstl8GursTsU8+/rT3zLBjUbcyVIUutZktR6odr+UHy96QjTFuwgLjKYZZOurLji+re1LyCAEa9A77s9HltlFdmL2H92v1sCu//MfqwOa5m6wZZgV+LqTGRbhLSQBFYIUYZSirOFZzmec9yV9J7IOaG1+BbfyvueKa2Jf5OSvvbF3ZaahzSnRXAL/MyX+PSu5Q3/NfoNrc9tNUz9djtzfz/K5W3D+fKffWsuzkqSpNazJKn1QrX9obj1ow0kJKXz2PD23D+obfmVtvwXFk/UHl/9FFz5iMfjOp88ax5bTm1hU8omNqdsZu+ZvdgctjL1gn2Cta4DDUu6EDQLbiYJrBCiRjiUg7T8NC3pzT7GsZxjHM066hoZ5UJTGkcERJTbR79ZcLNLqx9vmeG/boFhL1R5+K9jZ/K46pVVWO2Kr+7uQ/82jTwQbMUkqfUsSWq9UG1+KE5lFdB35s8oBWsfu4rmDcs57fPnAvj2H4CC/hNhyLM1NhRLZVntVrad3sbGlI1sOrmJ7ae3Y1PuSWyobygdG5Z0H+gY3pFmQc3k4i0hhG4yCzPLzhhY/Dy7KLvC9QwYiAqMKjN+dfOQ5jQPao7FZKnFV1FLCrNLhv9CQUC4Nq5t1zFVOub8+/s/+V/CYXq1bMC8Cf1q9RggSa1nSVLrhWrzQzH7t2SeW7KLni3CWHD/5WUr7F8Bc24FhxV6jofRb9ZKQmt32NmTsYeNKRvZeHIjW1O3lunX1jSoKX2i+tA7sjfdm3QnOjBaElghhFdwdms4d6bBI9lHOJJ15LxDlRkNRqICo2gV2oqYkBhah7WmdWhrYkJjaOjXsBZfhYeUGf7rGhj1WqWH/0rNKmDAS79SaHPw6Z2XcVX7Jp6L9RyS1HqWJLVeqDY/FNe/u45tR8/y9OiO/P3yGPeFh9fD5zeBLR863QQ3fwweuvJfKUVyZjIbTm5wdSk494rkhn4N6RPZR0tko3rTPLi5R2IRQgg9KaXIKMhwn1a7VPJ7vgvXwnzDXAluTGiM63F0ULR3dbs6d/gvS4A2/Fef+yo1/NcLS3fz0ZokOjcNYfGDV9Rag4cktZ4lSa0Xqq0PxeH0XAa+vAqjATY+PpjGwaX6b51IhP+OhsIsaDcUxn4JZp8a3f/JnJNsOLnB1aXgdP5pt+VBliB6RfSiT5SWyLYNaystsUKIS5pSirT8NA5nHeZQ1iGSMpNIzkwmOTOZ4znHK1zPz+TnatmNCStJdluFtMLHVLPf7TWqmsN/pecUcuVLv5JbZOeD2+MZ3jnS46GCJLWeJkmtF6qtD8U7v+znleX7GNCuEZ/f1adkwel98OlwyEuHlpfD376t9hArpWUUZLApZRMbT2pdCo5mH3Vb7mvypXuT7q7W2I7hHWXsRyGEqKR8Wz6Hsw6TdDbJlewmZSZxOOtwhSM0GA1GmgY1pXVoa/cW3rDWhPjUkaRMKdj6efHwX5mVHv7r1eV7efuXA8RGBPHjv66s3PTvF0mSWs+SpNYL1daHYujrq9l3KoeX/tKVMb2KT+WfOQyfDIfsExDVHcYvBr/qxZBTlMOWU1tc/WL3ndnnttxkMNGpUSf6RPahb1RfujXpdmld7SuEELXA5rBxIucESZnuyW7y2WSyrRVfrBbuF+7qr9smrA3twtrRNqwtYX5htRd8admnYNlU2LlQe36B4b8y860MmPULWQU23rylO9d3b+rxECWp9SxJar1QbXwo9qRkMfyNtfiYjGx+cjCh/hbtC+PT4ZCRBI3aw50/Vnk4lbT8NFYcXsGKwyv449Qf2JXdbXlsg1h6R/amb1Rf4iPiCfIJqsmXJYQQopKUUqQXpJdp2U3KTCI1L7XC9Rr7N6ZtWFvaNmjrSnTbhLWpvUkm9i6DH6ZAVnF3i263wtD/lHu8evfXA7z8015iGgWyYvKVmE2e7VcsSa1nSVLrhWrjQ/HSsj28t+ogQztG8NEdvSD/DHw6UrvaNKwF/OMnCImu1LZO551mxeEVLD+8nD9O/YGi5F+ueXBzrU9sZB8ui7yMcP+qJcniwpTNhioqQlmt2n1REY6iIlSRFWW1gk27VzZbyX1R6efOes7ndpTdBjY7ym5H2awlj0uVY7cV1y1+bHeA3Y5yOMDhQDnsYC++d6hzlml1UQ6UQ4HDoZ1iVApVfO8sq/C56w045yvufMucDAb3G4BBG0bJvUx7bDAYwGgEo9H9sdGgrVjeMudjkxGD0VRybzRiMBrBZMJgMmoXXxoN7nXMJgwmMwaTqbieCYPZBCazto5JW47JqNUzF9czWzCYTRjMZjCbtWUWs/bcpN2XLC+ua7Fo5RaLto7F4lZmMMm00JeiXGtuSZJ7NokDZw9w4OyB8/bbbRrUlHZh7WjXoJ0r6Y0JifHM8GOF2fDzc7DpI1zDfw1/Ebr81W2EntxCGwNe+pWM3CJeurkrYy7z7AXGktR6liS1XsjTHwqlFFe+/CtHM/J557YejGofAp/fAMc2Q1AE/GMZNGx93m2k5qVqieyh5WxN3eqWyHZt1JWhrYZydYurL6kRCpRSqMJCHPn5qIICHPn5pR4X4MjP0x4XFKAKi1CFBTgKC1EFhW6PHYXFywsKcBQ5lxdqyaq1OFktTl5VUZGW7AnhKQaDK8nFmfCee/PxOf/z0mU+2mOjj0+pMudjn5LHPpaSOr6+xWW+Wrmvr1YmCXety7XmcvDsQQ6cPcD+M/tdyW5aflq59c0GMy1DWtK2QVvahhW37DZoS7OgZphqYjSdo5u1iYFSd2nPyxn+6+O1STz/w26ahvnzyyMD8TV77v9GklrPkqTWC3n6Q/HHkTPc9N56An1M/D5tAP7zboXk1eAXpnU5iOhY7nopuSmsPLyS5YeXk5ia6J7INu7K0JZDGdpyKFFBUTUec01TdjuO3Fwc2dnYc3NReXk4nLfc3FKPyylz3vLzUPnFyWtBASo/v+KWwdpiMJRKCnzcW9ycrXEW53NL+cvNxS1+plIths6WQNfjklY/Z0siJpPWAmksboE0GEtaIk3FrZNGo1bXtaxUq6azZROD1gJa6jnGUq2lhuLWUcO5L72ci0DKK3O19gLO/2Fn669zmXORUtqD4pZi5VCgilubldJaoFVxy7NzmVLntEg7wGHXWrJL3zvr2Eu1aLvunS3gdpTNrtU/p1W83FZzm00rt9qKW9ltJS3tNhvKZtNa5G3Fy4tb7inVkq/7/3BVmEwYfH0xWixakutMfn19MPoUP/f1KU6C/UoeFy8z+pU8Ll3P6Feqvp9fSZmfn1bHz08S6nOcKThTJtE9cOZAhX12fU2+tA5tTbsG7VyJbtuwtkQERFR9lJsLDP9VYLVz5Uu/kppdyHPXd2Jcv1YX/4IrIEmtZ0lS64U8/aF4etFOPlt/iJu6NeE1wxuwZwn4BMEdi6BZvFvdlNwUV4ts4ulEt2XdG3dnaKuhDGk5hMjA2hkuBUBZrdizs7FnZmpJaVY2juws7T4nB3tONo6cXBw5OdotNwd7do7ruTOJ9SSDxYLB3x+jv792UCx+bPDzxejrV3xw9NEOnH6+7gdTH1+tzM+v5LGvr3uLllvLVkmLFmazDHsmLkrpZFdZz+2a4iyzlXR3Ka7jfivp/lLmeamzDNr6zu4yzi405dRxdqkpLNS6rdQFZrMrwTX6+mqf8dL3fn7aZ7jCe9/i7wQ/jH7+GP39MBTfu74ziusbjF40vmwpSilO5Z1yJbj7z2oJ78GzBym0F5a7TrBPMLENYolrGEf7Bu2JbRhL27C2lbuIuMzwX93hurcgqhufJxziqe930iTYlzWPXYWfxTM/SiSp9SxJar2QJz8Udoei78yfScvOZ33ct0Qd+g5MvnD7txBzJaCNH7v88HKWH17O9tPb3dbv0aQHQ1sOZXDLwReVyCq7HXtWFo7MTOxnz2I7e9b12J6ZiT0zC3t2Fo6sbK1ecdJqz8rSWkRriMHXF2NAAMbAQPd75y0wwK3c4Cz3d94XH4gC/N0PRGYZikwIT3D1IS8qwlFYhCrSuua4uug4ywoLtS49pZ+7uvIUavUKnV1/znlcUKB1A3J2ByrVBUgPBh8f13dL6R/JRn8/DP4BWnmAf3FS7Cz315LlgOLE2T+gpNw/QPvOcv7Y9qndcWrtDjvHc46z/8x+V6J74MwBDmUdKnNxMWgj5bQKaUVsw1jaN2hP+4btiWsYRyP/RmU3Xu7wXw9QNGAqV725ieNn83liRAfuvvL8XeyqS5Jaz/LapPa9997j5Zdf5uTJk3Tq1Ik33niDAQMGVFh/9erVTJkyhZ07dxIdHc1jjz3GhAkT3OrMnz+fp556ioMHD9KmTRv+85//cOONN1Zpv0opnnnmGT766CPOnDlDnz59ePfdd+nUqZOrTmFhIY888ghz5swhPz+fa665hvfee49mzZpV6rV78kOx7kAaf/t4Ay/4fcFt/Kh94Md+wYlm3V0tstvTShJZAwYtkW01lMEtBhMRGFFmm8rh0BLRM2ewZ2Rgy8jAnnEGW0a6lqQ6E9Xix46zmdizsi76NKcxKAhjSDCmkFBMwcEYg4MxBQdhDArWlgUFYgoKKn4c5PbYGBSEKTCw1r/M6yrn6XjtjLwqOeteXKidmS85Le9Wr7hMuyup77ZtSuqVPFXFyyuIx63gfLFX4gWWo9IN2q5rxsquUFJkcH9uKF3Hfb2S3hMGt7pauaGkqPR+DSVlBucTV5mhZJm00nuUcjiKk+MCLcktcPaFLyhOmLX+8+XeFxSiCvJL7kstd3Zfct0Xb7PWmM2uBNfo76/9eHc+D9ASYIPzx3ypMmNAgJYkBwS6npcs15ZVpZW5yF5EcmYye8/sZU/GHvZl7GPvmb2cLTxbbv2Gfg1dSW5sg1jaN2xPTGgMFqOl7PBfDVqxKvYJ/r46kIaBPqx57CqCfGu+8UGSWs/yyqR27ty5jBs3jvfee4/LL7+cDz/8kI8//phdu3bRokWLMvWTk5Pp3Lkzd999N/feey/r1q3j/vvvZ86cOdx8880AJCQkMGDAAJ577jluvPFGFi5cyL///W9+++03+vTpU+n9zpo1i//85z989tlnxMbG8vzzz7NmzRr27t1LcHAwAPfddx+LFy/ms88+Izw8nIcffpiMjAy2bNmCqRL9sDz5oZj67XaiE1/jX+aFHDebWdHnDpYXnWJH2g5XHQMG+oR1Y1hwH/r5dSA4x44tLQ17RnHSeiaj5HFGBvazZ6t9StAYGIgpNBRTWFjxTXtsCA7BEBSCMSQEAkIwBAVBYBCGwCAM/oHgH4DCiHIoHHaFw6HKPnYo1DnPHXatz6TDrpW56jkoWeYoWaYUrroO5SzH/bmipH7p5wocDi2LczgovncmjKp4GcX7xJUkKlW8D1VSt2SbJXUotR9XkukolVg6VKluoaUS1VIJbEnfUlGvFCe4ruT4nOelE2WDsSS5NmDANZOqwYChdOJcejuGUsudz4u3ZSjeiXM7zuXO/RgM5ywzliTjzvVd8Z27j1L13cqN7s/PW24sFXtxX+3SywzFo1244ipeZixvPWPF67lei9GA0WAAo/t2jEZD8cAZhnK3AQqsVrAWQnHrsiosgEItoaawAAq1C1FVQZ5WnpePoyAfipNmR0F+cZnW91/l5bkuYHXk54PN5oF/PneGcxLdc2+GgNLLyp4xMwQGcNaQT5L1JPsLj7I7L5ndmfs4kn0Ehyp7kazFaKFNWBstyW3Qnva5mbRf9z5hmdqoDT+Zr2Jqzi38c2g8D17drsZfryS1nuWVSW2fPn3o2bMn77//vqusQ4cO3HDDDcycObNM/alTp7Jo0SJ2797tKpswYQLbtm0jISEBgLFjx5KVlcWPP/7oqjN8+HAaNGjAnDlzKrVfpRTR0dFMmjSJqVOnAlqrbEREBLNmzeLee+8lMzOTxo0b8/nnnzN27FgATpw4QfPmzVm6dCnDhg274Ov31Idi7959zJ/3AaGcJF2Zsdp88LGBj82Aj9VMgMMHP2UCm9IuWMGEMoAyGFEGA8pgQhUf2ZT2DYwqfqwMBu2CILMZjCaU0YwyFpe5lmv1wVCceBncEjWUQlGSfDmzrZK2J1fzIaUzMfd/cFXOepxTo3TzoqGCdUpv1VDq6bkfpwvtq9RWqtSIVupiJVeMFW25dASqTEnFBeVtp7glsMzXxoW+RqrwNVMTjYmebJGsdCOxc4mhgvUqWrMOtqYayjw4X6XqbFjH7Z1bXr39Vvh/UKkP2oX2aahEVCU/Pi50VHcm4yX7LU6sXT9MipcZoLzvDANgcA2d5/wuKhl2z1D8nWkovhBSoV1IaVDFF0w67Nr62opafYVrvZJtUPJcFe+zuL5S7usZSq9nMIDZqB1TjGAzKGzYKDTasBkc2IwO7EaF3aSwGsBuUhjNBvxVEYHY8ANO0IKhV43m8iuuuOA7XxWS1HqW13XsKyoqYsuWLUybNs2tfOjQoaxfv77cdRISEhg6dKhb2bBhw5g9ezZWqxWLxUJCQgKTJ08uU+eNN96o9H6Tk5NJSUlx25evry8DBw5k/fr13HvvvWzZsgWr1epWJzo6ms6dO7N+/fpyk9rCwkIKC0s6zWdlZVX09lyUDzZ+z5zL7/DItoUQQghvsvPMZi6nZpNa4Vlel9SmpaVht9uJiHDvuxkREUFKSkq566SkpJRb32azkZaWRlRUVIV1nNuszH6d9+XVOXz4sKuOj48PDRo0qHT8M2fO5Jlnnil3WU0yKrAofS50EEIIIeoSYzndF0Td5nVJrdO5Fzwopc57EUR59c8tr8w2a6rOuc5XZ/r06UyZMsX1PCsri+bNa37Sglm3TuThY1sIiIgnLLASw6MIIYQQ9YxSimNJO2nY9Da9QxFV5HWD2zVq1AiTyVSmVTM1NbVMC6lTZGRkufXNZjPh4eHnrePcZmX2GxmpDWF1oTpFRUWcOXOm0vH7+voSEhLidvMEs48v0a37S0IrhBDikmUwGGjepjOBfsF6hyKqyOuSWh8fH+Lj41mxYoVb+YoVK+jfv3+56/Tr169M/eXLl9OrVy8sFst56zi3WZn9xsTEEBkZ6VanqKiI1atXu+rEx8djsVjc6pw8eZI///yzwviFEEIIIcQFKC/09ddfK4vFombPnq127dqlJk2apAIDA9WhQ4eUUkpNmzZNjRs3zlU/KSlJBQQEqMmTJ6tdu3ap2bNnK4vFor799ltXnXXr1imTyaRefPFFtXv3bvXiiy8qs9msNmzYUOn9KqXUiy++qEJDQ9WCBQvUjh071K233qqioqJUVlaWq86ECRNUs2bN1MqVK9Uff/yhrr76atWtWzdls9kq9fozMzMVoDIzM6v9HgohhBCidsnx27O8MqlVSql3331XtWzZUvn4+KiePXuq1atXu5aNHz9eDRw40K3+qlWrVI8ePZSPj49q1aqVev/998tsc968eap9+/bKYrGouLg4NX/+/CrtVymlHA6HmjFjhoqMjFS+vr7qyiuvVDt27HCrk5+frx588EHVsGFD5e/vr0aNGqWOHDlS6dcuHwohhBDC+8jx27O8cpzaS52McyeEEEJ4Hzl+e5bX9akVQgghhBDiXJLUCiGEEEIIrydJrRBCCCGE8HqS1AohhBBCCK8nSa0QQgghhPB6ktQKIYQQQgivJ0mtEEIIIYTwepLUCiGEEEIIrydJrRBCCCGE8HpmvQMQVeecBC4rK0vnSIQQQghRWc7jtkzm6hmS1Hqh7OxsAJo3b65zJEIIIYSoquzsbEJDQ/UOo94xKPm54HUcDgcnTpwgODgYg8FQo9vOysqiefPmHD16VOal9iB5n2uHvM+1Q97n2iHvc+3x1HutlCI7O5vo6GiMRukBWtOkpdYLGY1GmjVr5tF9hISEyJdmLZD3uXbI+1w75H2uHfI+1x5PvNfSQus58jNBCCGEEEJ4PUlqhRBCCCGE15OkVrjx9fVlxowZ+Pr66h1KvSbvc+2Q97l2yPtcO+R9rj3yXnsnuVBMCCGEEEJ4PWmpFUIIIYQQXk+SWiGEEEII4fUkqRVCCCGEEF5PklohhBBCCOH1JKm9hKxZs4bRo0cTHR2NwWDgu+++u+A6q1evJj4+Hj8/P1q3bs0HH3zg+UC9XFXf5wULFjBkyBAaN25MSEgI/fr146effqqdYL1cdf6nndatW4fZbKZ79+4ei6++qM77XFhYyBNPPEHLli3x9fWlTZs2fPLJJ54P1otV533+8ssv6datGwEBAURFRXHnnXeSnp7u+WC91MyZM7nssssIDg6mSZMm3HDDDezdu/eC68mx0DtIUnsJyc3NpVu3brzzzjuVqp+cnMyIESMYMGAAW7du5fHHH2fixInMnz/fw5F6t6q+z2vWrGHIkCEsXbqULVu2cNVVVzF69Gi2bt3q4Ui9X1Xfa6fMzEzuuOMOrrnmGg9FVr9U530eM2YMP//8M7Nnz2bv3r3MmTOHuLg4D0bp/ar6Pv/222/ccccd3HXXXezcuZN58+axefNm/vnPf3o4Uu+1evVqHnjgATZs2MCKFSuw2WwMHTqU3NzcCteRY6EXUeKSBKiFCxeet85jjz2m4uLi3Mruvfde1bdvXw9GVr9U5n0uT8eOHdUzzzxT8wHVY1V5r8eOHauefPJJNWPGDNWtWzePxlXfVOZ9/vHHH1VoaKhKT0+vnaDqocq8zy+//LJq3bq1W9lbb72lmjVr5sHI6pfU1FQFqNWrV1dYR46F3kNaakWFEhISGDp0qFvZsGHD+P3337FarTpFVf85HA6ys7Np2LCh3qHUS59++ikHDx5kxowZeodSby1atIhevXrx0ksv0bRpU2JjY3nkkUfIz8/XO7R6pX///hw7doylS5eilOLUqVN8++23jBw5Uu/QvEZmZibAeb9v5VjoPcx6ByDqrpSUFCIiItzKIiIisNlspKWlERUVpVNk9durr75Kbm4uY8aM0TuUemf//v1MmzaNtWvXYjbL15+nJCUl8dtvv+Hn58fChQtJS0vj/vvvJyMjQ/rV1qD+/fvz5ZdfMnbsWAoKCrDZbFx33XW8/fbbeofmFZRSTJkyhSuuuILOnTtXWE+Ohd5DWmrFeRkMBrfnqngCunPLRc2YM2cOTz/9NHPnzqVJkyZ6h1Ov2O12brvtNp555hliY2P1DqdeczgcGAwGvvzyS3r37s2IESN47bXX+Oyzz6S1tgbt2rWLiRMn8u9//5stW7awbNkykpOTmTBhgt6heYUHH3yQ7du3M2fOnAvWlWOhd5CmClGhyMhIUlJS3MpSU1Mxm82Eh4frFFX9NXfuXO666y7mzZvH4MGD9Q6n3snOzub3339n69atPPjgg4CWfCmlMJvNLF++nKuvvlrnKOuHqKgomjZtSmhoqKusQ4cOKKU4duwY7dq10zG6+mPmzJlcfvnlPProowB07dqVwMBABgwYwPPPPy8tiOfx0EMPsWjRItasWUOzZs3OW1eOhd5DklpRoX79+rF48WK3suXLl9OrVy8sFotOUdVPc+bM4R//+Adz5syR/nAeEhISwo4dO9zK3nvvPX755Re+/fZbYmJidIqs/rn88suZN28eOTk5BAUFAbBv3z6MRuMFEwhReXl5eWW60ZhMJqCkJVG4U0rx0EMPsXDhQlatWlWpz70cC72HdD+4hOTk5JCYmEhiYiKgDVOSmJjIkSNHAJg+fTp33HGHq/6ECRM4fPgwU6ZMYffu3XzyySfMnj2bRx55RI/wvUZV3+c5c+Zwxx138Oqrr9K3b19SUlJISUlxXcAgKlaV99poNNK5c2e3W5MmTfDz86Nz584EBgbq9TLqvKr+T992222Eh4dz5513smvXLtasWcOjjz7KP/7xD/z9/fV4CV6hqu/z6NGjWbBgAe+//z5JSUmsW7eOiRMn0rt3b6Kjo/V4CXXeAw88wBdffMFXX31FcHCw6/u2dLcYORZ6Mf0GXhC17ddff1VAmdv48eOVUkqNHz9eDRw40G2dVatWqR49eigfHx/VqlUr9f7779d+4F6mqu/zwIEDz1tfVKw6/9OlyZBelVOd93n37t1q8ODByt/fXzVr1kxNmTJF5eXl1X7wXqQ67/Nbb72lOnbsqPz9/VVUVJT629/+po4dO1b7wXuJ8t5fQH366aeuOnIs9F4GpeQchRBCCCGE8G7S/UAIIYQQQng9SWqFEEIIIYTXk6RWCCGEEEJ4PUlqhRBCCCGE15OkVgghhBBCeD1JaoUQQgghhNeTpFYIIYQQQng9SWqFEEIIIYTXk6RWCCHqiIcffpjRo0frHYYQQnglSWqFEKKOSExMpFu3bnqHIYQQXkmSWiGEqCO2bdsmSa0QQlSTJLVCCFEHHD16lPT0dIxGI0OGDCEgIID27duzceNGvUMTQgivIEmtEELUAYmJiQC8/fbbTJ8+nW3bttGiRQumTZumb2BCCOElJKkVQog6IDExkQYNGvDNN99w9dVX065dO2644QZOnz6td2hCCOEVJKkVQog6IDExkeuvv54mTZq4ypKSkmjbtq2OUQkhhPeQpFYIIeqAxMRE+vXr51a2detWunfvrk9AQgjhZSSpFUIInWVnZ5OcnEyPHj3cyhMTEyWpFUKISpKkVgghdJaYmIjRaKRLly6ussOHD3PmzBlJaoUQopIkqRVCCJ1t27aNuLg4/Pz8XGVbt24lLCyMVq1a6ReYEEJ4EYNSSukdhBBCCCGEEBdDWmqFEEIIIYTXk6RWCCGEEEJ4PUlqhRBCCCGE15OkVgghhBBCeD1JaoUQQgghhNeTpFYIIYQQQng9SWqFEEIIIYTXk6RWCCGEEEJ4PUlqhRBCCCGE15OkVgghhBBCeD1JaoUQQgghhNeTpFYIIYQQQni9/wcXvF6CKyQhwwAAAABJRU5ErkJggg==", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure()\n", + "H, E = [], []\n", + "for k in range(2, 12):\n", + " M = 2**k\n", + " h = (b-a)/(M+1)\n", + " \n", + " x, U_app = solution_approchée(f2, M, a, b, ua, ub)\n", + " \n", + " e = np.abs(u2(x) - U_app)\n", + " plt.plot(x, e, label=f'{h}')\n", + " E.append(np.max(e))\n", + " H.append(h)\n", + " \n", + "plt.xlabel('$h$')\n", + "plt.ylabel('$\\max_{j=0,\\dots,M+1}|u(x_j)-u_j|$')\n", + "plt.legend(fontsize=7)\n", + "plt.title('Différence en valeur absolue entre la solution exacte et la solution approchée')" + ] + }, + { + "cell_type": "code", + "execution_count": 318, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 1.0, 'Erreur globale en fonction de $h$')" + ] + }, + "execution_count": 318, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "H, E = np.array(H), np.array(E) \n", + "plt.figure()\n", + "plt.plot(H, E/H, label=f'$E_h / h$')\n", + "plt.plot(H, E/H**2, label=f'$E_h / h^2$')\n", + "plt.legend()\n", + "plt.xlabel('$h$')\n", + "plt.ylabel('Erreur globale')\n", + "plt.title('Erreur globale en fonction de $h$')" + ] + }, + { + "cell_type": "code", + "execution_count": 319, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 1.0, 'Erreur pour la méthode mon_schema en echelle logarithmique : log(E) en fonction de log(h)')" + ] + }, + "execution_count": 319, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure()\n", + "plt.plot(np.log(H), np.log(E), '+-', label='erreur')\n", + "plt.plot(np.log(H), np.log(H), '-', label='droite pente 1')\n", + "plt.plot(np.log(H), 2*np.log(H), '-', label='droite pente 2')\n", + "plt.legend()\n", + "plt.xlabel(f'$log(h)$')\n", + "plt.ylabel(f'$log(E)$')\n", + "plt.title('Erreur pour la méthode mon_schema en echelle logarithmique : log(E) en fonction de log(h)')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Exercice 3. Conditions aux limites de Neumann.\n", + "\n", + "On approche dans cet exercice le problème $-u'' + u=f$ dans $]0,1[$, avec conditions aux limites dites de Neumann (homogènes) : \n", + "\n", + "$$\n", + "\\left\\{\\begin{aligned}\n", + "&-u''(x) + u(x) = f(x) \\hbox{ sur } ]0,1[ \\\\\n", + "&u'(0) = u'(1) = 0.\n", + "\\end{aligned}\\right.$$\n", + "\n", + "On considère la même discrétisation que dans l'exercice 1 de l'intervalle $[0,1]$ et on effectue les approximations suivantes des dérivées de la solution $u$ aux points 0 et 1 :\n", + "\n", + "$$\n", + "u'(0)\\simeq \\frac{u(h)-u(0)}{h},\\ \\ \\ \\ \\ u'(1)\\simeq \\frac{u(1)-u(1-h)}{h}\n", + "$$\n", + "\n", + "On cherche alors, pour $M>0$ donné et $h=\\frac{1}{M+1}$, des valeurs $u_0,\\dots,u_{M+1}$ solutions du système linéaire \n", + "\n", + "$$\n", + "\\left\\{\\begin{aligned}\n", + "&\\frac{u_{1} - u_0}{h} = 0,\\ \\ \\ \\ \\ \\frac{u_{M+1} - u_M}{h} = 0 \\\\[4pt]\n", + "&-\\frac{1}{h^2}(u_{i-1} - 2 u_i + u_{i+1})+u_i = f(x_i) \\hbox{ pour } 1\\leq i\\leq M\n", + "\\end{aligned}\\right.,$$\n", + "\n", + "où $x_j = h j$ pour $0\\leq j\\leq M+1$, approchant les valeurs $u(x_0),\\dots,u(x_{M+1})$ de la solution exacte aux points $x_0,\\dots,x_{M+1}$.\n", + "\n", + "Le problème discret peut être écrit à nouveau sous la forme $({A_N}_h + I_M)U = F$ où ${A_N}_h$ est une matrice de taille $M\\times M$, $I_M$ la matrice l'identité de taille $M$, $U = (u_1,\\dots,u_{M}) \\in\\R^M$, et où $F = (f(x_1),\\dots,f(x_M))$.\n", + "\n", + "**Question 1.** Donner l'expression de la matrice ${A_N}_h$. On peut écrire le système $({A_N}_h + I_M)U = F$ sous la forme équivalente $h^2({A_N}_h + I_M)U = h^2F$. Implémenter la matrice $A_N:=h^2{A_N}_h$ dans une fonction python.\n", + "\n", + "**Question 2.** En prenant $f(x) = ((2\\pi)^2 + 1) \\cos(2\\pi x)$ (et on a donc $u(x) = \\cos(2\\pi x)$), refaire les mêmes figures que dans l'exercice 1. Montrer que la convergence dans ce cas est d'ordre $1$ mais pas d'ordre $2$." + ] + }, + { + "cell_type": "code", + "execution_count": 326, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 1.0, \"$-u''(x) + u(x)=f(x)$\")" + ] + }, + "execution_count": 326, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "def An(M, h):\n", + " mat = 2*np.eye(M) - np.eye(M, k=1) - np.eye(M, k=-1)\n", + " mat[0,0] = 1\n", + " mat[-1, -1] = 1\n", + " return mat + h**2 * np.eye(M)\n", + "\n", + "def f3(x):\n", + " return (np.power(2 * np.pi, 2) + 1 ) * np.cos(2*np.pi * x)\n", + "\n", + "def u3(x):\n", + " return np.cos(2*np.pi * x)\n", + "\n", + "def solution_neumann(f, M, a, b):\n", + " X = np.linspace(a, b, M+2)\n", + " U = np.zeros(M+2)\n", + " h = 1/(M+1)\n", + " \n", + " U[1:-1] = np.linalg.solve(An(M, h), h**2 * f3(X[1:-1]))\n", + " U[0], U[-1] = U[1], U[-2]\n", + " return X, U\n", + "\n", + "\n", + "a, b = 0, 1\n", + "\n", + "plt.figure()\n", + "for M in [49, 99, 499]:\n", + " x, U_app = solution_neumann(f3, M, a, b)\n", + "\n", + " plt.scatter(x, U_app, marker='+', s=3, label=\"$h^2({A_N}_h + I_M)U = h^2F$ pour M={M}\")\n", + "plt.plot(x, u3(x), label='Solution exacte', color='red')\n", + "plt.legend(fontsize=8)\n", + "plt.ylabel('f(x)')\n", + "plt.xlabel('x')\n", + "plt.title(f\"$-u''(x) + u(x)=f(x)$\")" + ] + }, + { + "cell_type": "code", + "execution_count": 321, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 1.0, 'Différence en valeur absolue entre la solution exacte et la solution approchée')" + ] + }, + "execution_count": 321, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure()\n", + "H, E = [], []\n", + "for k in range(2, 12):\n", + " M = 2**k\n", + " h = (b-a)/(M+1)\n", + " \n", + " x, U_app = solution_neumann(f3, M, a, b)\n", + " \n", + " e = np.abs(u3(x) - U_app)\n", + " plt.plot(x, e, label=f'{h}')\n", + " E.append(np.max(e))\n", + " H.append(h)\n", + " \n", + "plt.xlabel('$h$')\n", + "plt.ylabel('$\\max_{j=0,\\dots,M+1}|u(x_j)-u_j|$')\n", + "plt.legend(fontsize=7)\n", + "plt.title('Différence en valeur absolue entre la solution exacte et la solution approchée')" + ] + }, + { + "cell_type": "code", + "execution_count": 323, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 1.0, 'Erreur pour la méthode mon_schema en echelle logarithmique : log(E) en fonction de log(h)')" + ] + }, + "execution_count": 323, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure()\n", + "plt.plot(np.log(H), np.log(E), '+-', label='erreur')\n", + "plt.plot(np.log(H), np.log(H), '-', label='droite pente 1')\n", + "plt.plot(np.log(H), 2*np.log(H), '-', label='droite pente 2')\n", + "plt.legend()\n", + "plt.xlabel(f'$log(h)$')\n", + "plt.ylabel(f'$log(E)$')\n", + "plt.title('Erreur pour la méthode mon_schema en echelle logarithmique : log(E) en fonction de log(h)')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Exercice 4. Méthode d'ordre 2 pour les conditions de Neumann\n", + "\n", + "On considère à nouveau le problème $-u'' + u=f$ avec conditions de Neumann : \n", + "\n", + "$$\n", + "\\left\\{\\begin{aligned}\n", + "&-u''(x) + u(x) = f(x) \\hbox{ sur } ]0,1[ \\\\\n", + "&u'(0) = u'(1) = 0\n", + "\\end{aligned}\\right.$$\n", + "\n", + "**Question 1 :** En partant de l'égalité\n", + "$ u(h) = u(0) + hu'(0) + \\frac{h^2}{2} u''(0) + O(h^3), $\n", + "\n", + "réécrite sous la forme\n", + "$\n", + "\\begin{align}\n", + "u'(0) &= \\frac{1}{h} (u(h) - u(0)) - \\frac{h}{2} u''(0) + O(h^2) \\\\\n", + "&= \\frac{1}{h} (u(h) - u(0)) + \\frac{h}{2} (f(0) - u(0)) + O(h^2) \n", + "\\end{align}\n", + "$\n", + "\n", + "proposer une discrétisation d'ordre deux pour la condition $u'(0) = 0$. Mettre le schéma sous la forme $AU = F + \\Delta$ où $A$ (taille $M\\times M$) et $\\Delta\\in\\RR^M$ sont à déterminer.\n", + "\n", + "**Question 2 :** Vérifier numériquement qu'on obtient effectivement une méthode d'ordre $2$." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Exercice 5. Pour aller plus loin.\n", + "\n", + "Vous pourrez tester un problème de Neumann dans un intervalle $]a,b[$ autre que $]0,1[$, avec des conditions aux limites de Neumann non homogènes, c'est-à-dire du type $u'(a)=\\alpha,\\ u'(b)=\\beta$, avec $\\alpha,\\ \\beta\\in\\RR$ pas forcément égaux à 0.\n", + "\n", + "*Pour considérer un tel problème, vous pouvez partir d'une fonction $u$ que vous choisirez (cette fonction sera la solution de votre problème), prendre comme second membre $f$ la fonction correspondante à $-u''+u$, prendre un intrevalle $[a,b]$ de votre choix et $\\alpha,\\ \\beta$ égaux respectivement aux valeurs $u'(a),\\ u'(b)$.* " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + } + }, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Exercice 6. Une application au traitement de signal.\n", + "\n", + "On s'intéresse à un problème de *débruitage*. Étant donné un signal 1D, $v:[0,1]\\to\\mathbb{R}$, continu, et un paramètre $\\alpha > 0$, on cherche à construire un signal régularisé en résolvant l'équation différentielle\n", + "\n", + "$$\n", + "(D)\\hspace{3cm} \\left\\{\\begin{aligned}\n", + "&-u''(x) + \\alpha (u(x) - v(x)) = 0 \\hbox{ sur } ]0,1[ \\\\\n", + "&u'(0) = u'(1) = 0\n", + "\\end{aligned}\\right.$$\n", + "\n", + "On remarque que si $\\alpha\\to\\infty$, on obtient formellement comme solution de l'équation $(D)$ $u=v$. D'autre part, on peut montrer comme on l'a fait pour le problème de Poisson avec conditions aux limites de Dirichlet, que la solution de $(D)$ est une fonction de classe $C^2$. L'idée alors pour obtenir une *régularisation* du signal $v$ est de résoudre $(D)$ pour une valeur de $\\alpha$ grande.\n", + "\n", + "On discrétise $(D)$ de la manière suivante. Étant donnée une discrétisation de $]0,1[$ de pas $h=\\frac{1}{M+1}$, avec $M>0$ donné, définie par les points $x_i=ih,\\ i=0,\\dots,M+1$, on cherche une solution approchée $(u_0,\\dots,u_{M+1})$ vérifiant :\n", + "\n", + "$$\n", + "(D_h)\\hspace{3cm} \\left\\{\\begin{aligned}\n", + "&u_{0} = u_1, u_{M+1} = u_M\\\\\n", + "&-\\frac{1}{h^2\\alpha}(u_{i-1} - 2 u_i + u_{i+1}) + u_i = v_i, \\hbox{ pour } 1\\leq i\\leq M,\n", + "\\end{aligned}\\right.$$\n", + "\n", + "où $v_i = v(x_i)$. \n", + "\n", + "**Question 1** Mettre le système $(D_h)$ sous la forme $A_M U = F$ où la matrice $A_M$ et le vecteur $F$ sont à construire. Écrire une fonction python $A(M,alpha)$ construisant la matrice $A_M$.\n", + "\n", + "**Question 2** Considérer le signal $v$ défini ci-dessous, auquel on a rajouté un bruit uniforme, à travers la fonction random.random de numpy. Pour $M=99$ et pour les valeurs de $\\alpha=50,100,1000,10000$, résoudre numériquement le système $D_h$. Représenter le signal $v$ ainsi que les solutions approchées obtenues pour les différentes valeurs de $\\alpha$. \n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + } + }, + "outputs": [], + "source": [ + "def v(x):\n", + " return 4*np.exp(-500*np.square(x-.8)) + np.exp(-50*np.square(x-.2))+.5*np.random.random(x.shape)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.8" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/Probabilités/CC2.ipynb b/Probabilités/CC2.ipynb new file mode 100644 index 0000000..372a699 --- /dev/null +++ b/Probabilités/CC2.ipynb @@ -0,0 +1,214 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 2, + "id": "6dce0c79-7cf1-4144-954b-313254b08f0d", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "import math\n", + "import numpy as np\n", + "import scipy.stats as scs\n", + "import matplotlib.pyplot as plt\n", + "import numpy.random as random" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "6f567a36-6229-4973-a160-379251a9ea6f", + "metadata": {}, + "outputs": [], + "source": [ + "def X():\n", + " p = p0\n", + " i = 0\n", + " q = p\n", + " u = random.rand()\n", + " while u > q:\n", + " p = c(i)*p\n", + " i +=1\n", + " q +=p\n", + " return i" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "b3f9894a-5d85-469e-9978-d45bed25d7a7", + "metadata": {}, + "outputs": [], + "source": [ + "def simupoisson(a, borne):\n", + " p = math.exp(-a)\n", + " i = 0\n", + " q = p\n", + " u = random.random()\n", + "\n", + " while u > q and q <= borne:\n", + " i += 1\n", + " p *= a / i\n", + " q += p\n", + "\n", + " return i" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "id": "1b59e989-6510-4238-8896-fcdc8aa44fde", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "def poisson(a, k):\n", + " return np.exp(-a) * a**k / np.math.factorial(k)\n", + "\n", + "def testpoisson(a, N, borne):\n", + " # Générer l'échantillon de taille N\n", + " echantillon = [simupoisson(a, borne) for _ in range(N)]\n", + "\n", + " # Calculer les fréquences empiriques\n", + " frequences = [echantillon.count(valeur) / N for valeur in set(echantillon)]\n", + " valeurs = list(set(echantillon))\n", + "\n", + " x = range(0, borne + 1)\n", + " \n", + " # Tracer le diagramme en bâton\n", + " width=0.3\n", + " plt.bar(valeurs, frequences, width=width, align='center', label='mesure empirique')\n", + " plt.bar(np.array(x) + width, [poisson(a, k) for k in x], width=width, label='loi theorique')\n", + " plt.xlabel('Valeurs')\n", + " plt.ylabel('Fréquences empiriques')\n", + " plt.legend()\n", + " plt.title(f'Diagramme en bâton - Loi de Poisson (a={a}, N={N})')\n", + " plt.show()\n", + "\n", + "testpoisson(4, 1000, 10)" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "id": "773ecf2e-3e21-4c65-b8b2-93d6736c0206", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "image/png": 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", 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", 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "def inverseF(U, alpha):\n", + " return U**(1/alpha)\n", + "\n", + "def simubeta(alpha):\n", + " return inverseF(np.random.rand(), alpha)\n", + "\n", + "def testbeta(alpha, M):\n", + " echantillon = [simubeta(alpha) for _ in range(M)]\n", + " x = np.concatenate((np.array([0]), echantillon, np.array([1])))\n", + " x.sort()\n", + " y = [0]\n", + " for i in range(M + 1):\n", + " y.append(i/M)\n", + " plt.step(x, y, label=f\"Card={M}\")\n", + " plt.legend()\n", + " plt.grid()\n", + "\n", + "for alpha in [1, 2, 5, 10]:\n", + " plt.figure()\n", + " for m in [10, 100, 1000, 10000]:\n", + " testbeta(alpha, m)\n", + "\n", + " x = np.linspace(0, 1, 200)\n", + " plt.plot(x, x**alpha, label='Fonction limite')\n", + " plt.legend()\n", + " plt.grid()\n", + " plt.title(f'Loi et mesure empirique de f(U) pour alpha={alpha}')\n", + " plt.xlabel('x')\n", + " plt.ylabel('y')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "b247c8ff-b27c-48e0-a8ef-e4ccd3ed22fd", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.8" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/Probabilités/TP1.ipynb b/Probabilités/TP1.ipynb new file mode 100644 index 0000000..af1d7e9 --- /dev/null +++ b/Probabilités/TP1.ipynb @@ -0,0 +1,721 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 8, + "id": "31effaa3", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "import math\n", + "import numpy as np\n", + "import scipy.stats as scs\n", + "import matplotlib.pyplot as plt\n", + "import numpy.random as random" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "71e1bd8e", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0.9052450954029012\n", + "0.268438983965372\n", + "0.39642569360134305\n", + "0.2855415942925523\n", + "0.674638891062864\n", + "0.397175943907469\n", + "0.8916886173321832\n", + "0.6433401281831508\n", + "0.15638356293780564\n", + "0.05006019580631338\n" + ] + } + ], + "source": [ + "for i in range(10):\n", + " print(random.rand())" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "8f85cc95", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Un vecteur de nombres aléatoires de taille 4 : [0.60762988 0.33052185 0.13831248 0.14838135].\n", + "Une matrice de nombres aléatoires de taille 2 par 3 : [[0.56791513 0.26399637 0.2785913 ]\n", + " [0.17929815 0.45572534 0.76020978]].\n" + ] + } + ], + "source": [ + "print(f\"Un vecteur de nombres aléatoires de taille 4 : {random.rand(4)}.\")\n", + "\n", + "print(f\"Une matrice de nombres aléatoires de taille 2 par 3 : {random.rand(2,3)}.\")" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "e5cc9927", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0.7472226676638385\n", + "---\n", + "0.417022004702574\n", + "0.7203244934421581\n", + "0.00011437481734488664\n", + "0.30233257263183977\n", + "---\n", + "0.417022004702574\n", + "0.7203244934421581\n", + "0.00011437481734488664\n", + "0.30233257263183977\n" + ] + } + ], + "source": [ + "print(random.rand())\n", + "print(\"---\")\n", + "random.seed(seed=1) #ici on fixe la valeur de la graine\n", + "print(random.rand())\n", + "print(random.rand())\n", + "print(random.rand())\n", + "print(random.rand())\n", + "print(\"---\")\n", + "random.seed(seed=1)\n", + "print(random.rand())\n", + "print(random.rand())\n", + "print(random.rand())\n", + "print(random.rand())" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "9cc832e2", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "def uniforme_continue(a,b):\n", + " return (b-a)*(random.rand()) + a" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "49f2cf0b", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0.14675589081711304\n", + "0.0923385947687978\n", + "0.1862602113776709\n", + "0.34556072704304774\n", + "0.39676747423066994\n", + "0.538816734003357\n", + "0.4191945144032948\n", + "0.6852195003967595\n", + "0.20445224973151743\n", + "0.8781174363909454\n" + ] + } + ], + "source": [ + "a=0\n", + "b=1\n", + "\n", + "for i in range(10):\n", + " print(uniforme_continue(a,b))" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "b4deeb6e", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "def test_disque(N):\n", + " Z = np.zeros((2,N))\n", + " for i in range(N):\n", + " Z[0, i] = uniforme_continue(-1, 1)\n", + " Z[1, i] = uniforme_continue(-1, 1)\n", + " return Z" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "b88accb4", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "array([[-0.94522481, -0.1653904 , -0.71922612],\n", + " [ 0.34093502, 0.11737966, -0.60379702]])" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "test_disque(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "d28b766b", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "a = test_disque(3000)\n", + "plt.scatter(a[0],a[1])\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "e8dcfdce", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "def kPremier(N):\n", + " a = test_disque(N)\n", + " x = []\n", + " y = []\n", + " xp = []\n", + " yp = []\n", + " for i in range(N):\n", + " if ((a[0][i]**2 + a[1][i]**2)**(1/2) <= 1) :\n", + " x.append(a[0][i])\n", + " y.append(a[1][i])\n", + " else:\n", + " xp.append(a[0][i])\n", + " yp.append(a[1][i])\n", + " \n", + " return np.array((x,y)), np.array((xp,yp))" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "b0e68e09", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "\n", + "N = 3000\n", + "a = kPremier(N)\n", + "x = a[0]\n", + "y = a[1]\n", + "\n", + "\n", + "plt.scatter(x[0],x[1])\n", + "plt.scatter(y[0],y[1])\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "0546af8d", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "n = 10\n", + "p = 0.2\n", + "x = np.array(range(1, n+1))\n", + "y = [(1-p)**(k-1) * p for k in x]\n", + "\n", + "width = 0.1\n", + "fig = plt.figure()\n", + "\n", + "plt.bar(x, y, width, align=\"center\")\n", + "plt.scatter(x, y, color=\"black\")\n", + "plt.xlabel(\"$e$\")\n", + "plt.ylabel(\"$p_e$\")\n", + "plt.title(f\"Diagramme en bâtons de la loi géométrique $X({n},{p})$.\")\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "id": "f7eb1acd-6f41-44a3-b198-4539e1caf67e", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "image/png": 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", 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IQ4YMMXhdkkfPUjE3N6+y/dExDJ3lYm5u/tjti4uLcf/+fcybNw9mZmY6t5deegkAcPXqVYPzBoBLly5BCAEXFxe97Q8cOKC3rYODg94YKpVK+/o/jqura6VtFe/d7Nmz8dZbbyE0NBTr1q3DgQMHcOjQIXTr1q1az3Pt2jUIIQy+rxWfsYrnqvDovCoOjK94Pl9fX+zcuRPOzs4YNWoUfH194evri7lz51ZZS8XzPDpvU1NTvee8dOkSNm/erPc+BAUFAaj6fTTk+++/155Nt3jxYvz3v//FoUOHMHHiRJ25VVfFXCp7XR99Tas7XnW+q5cuXcKJEyf0Xhtra2sIIbSvTXFxMUxNTbXHi1VQKBRwdXXVq/FJv7eXLl0CAIwbN06vppEjRwKo/vtl6PU0pLi42OBrZeg7VV2XLl3C9evXYW5urjePoqKiGn/m5Ixnh9ET27p1KzQaTZWnOX/33Xf4/fffsXv3bu3qDwC9gx0r/rBU/CP1sKKiIoNjG7oWyooVK+Dj44OMjAydx8vKyqqaitHZ2dlpVzhGjRplsI+Pj0+l2zs6OkKhUCAnJ8fgGXG1fZacofegoq3ivVuxYgU6duyIBQsW6PSr7gUT7ezsYGJigsLCQr3HKg52dnR0rFHdABAREYGIiAhoNBocPnwY8+bNQ1JSElxcXPD6668b3KZiTkVFRTorDvfv39f7g+zo6IgWLVpg2rRpBseq6n8SDFmzZg3MzMywZcsWnWvpbNiwoUbjVKiYS2Fhod6Zm7///nuNX9PHfVcfXg1ydHSEhYUFvvzyS4NjVTy3g4MD7t+/jytXrugEISEEioqK0LZt2xrVWJmK5xs/fjz69u1rsI+fn1+1xqrutZgcHBwMHlBv6DulVqtRUlKi1/5oqKk4EcDQyRYAYG1tXa3aiCGIntCFCxcwbtw42NraYvjw4ZX2q/iH4tE/yg+fUQY8+IfH1dUVX3/9NZKTk3WeZ//+/dX+Q6JQKGBubq7zD1RRUZHBs8OkZGlpiaioKBw7dgwtWrTQ/h9rdfXs2RMzZszAxYsX9XZL1IVvv/0Wly5d0v4frUajQUZGBnx9fbV/WBUKhd77fOLECeTm5sLDw0Pb9uhqTQUrKyuEhoYiMzMTs2bNgoWFBYAHZzatWLEC7u7uaNq06RPPQalUIjQ0FP7+/li5ciWOHj1aaQiqCPYrV67U2d359ddf653x1bNnT2RlZcHX1xd2dnZPXF8FhUIBU1NTKJVKbduff/6Jr7766onGq9hls2LFCp0wcejQIZw8eVK7wlRdoaGhUKlUyMjI0AkSBw4cwPnz53VCUM+ePTF9+nQ4ODhUGeqjo6Px8ccfY8WKFRg7dqy2fd26dbh16xaio6NrVGNl/Pz80KRJExw/fhzTp0+vsm9ln9OaioqKwtdff41Nmzbp7BJbtWqVXl9vb2+sXbsWZWVl2ucvLi7G/v37YWNjo+3Xs2dPrFmzBhqNBqGhoU9Vn9wxBNFj/fjjj9p9zpcvX0ZOTg6WLl0KpVKJ9evX6y1hPyw8PBx2dnYYMWIEPvzwQ5iZmWHlypU4fvy4Tj8TExNMnjwZw4cPR2xsLIYMGYLr169j8uTJcHNzg4lJ9fbc9uzZE5mZmRg5ciRiY2ORn5+Pjz76CG5ubjh9+vRTvQ61be7cuXjhhRcQERGBt956S/szE2fOnMHmzZu1x0kY0qFDByQkJOCNN97A4cOH8eKLL8LKygqFhYXYt28fmjdvjrfeeqvWanV0dESnTp3wwQcfwMrKCvPnz8cvv/yic5p8z5498dFHH+HDDz9EZGQkTp06hSlTpsDHx0cnOFhbW8PLywsbN25EdHQ07O3t4ejoCG9vb6SkpKBLly6IiorCuHHjYG5ujvnz5+PHH3/E6tWra3wl5IULF+K7775Djx494OnpiTt37mhXJR6+yOejAgICMGDAAKSmpsLMzAydO3fGjz/+iFmzZun8MQKAKVOmIDs7G+Hh4RgzZgz8/Pxw584dnDt3DllZWVi4cGGNrp3Vo0cPzJ49G/3790dCQgKKi4sxa9asJ17d8/PzQ0JCAubNmwcTExN0794d586dwwcffAAPDw+d0FEd9vb2SE5ORkpKCuzs7NCnTx8UFBQY/K4mJSVh3bp1ePHFFzF27Fi0aNEC5eXluHDhAnbs2IF33nkHoaGh6NKlC7p27Yp//vOfKC0tRYcOHXDixAl8+OGHaN26NeLj459o7oYsWrQI3bt3R9euXTF48GA0atQIf/zxB06ePImjR49i7dq1AB5cHw0A0tLSYG1tDbVaDR8fH4O7lqsycOBAzJkzBwMHDsS0adPQpEkTZGVlYfv27Xp94+PjsWjRIgwYMABvvvkmiouL8fHHH+t95l5//XWsXLkSL730EhITE9GuXTuYmZmhoKAAu3btQq9evdCnT58nfIVkRtLDsqleqzgDp+Jmbm4unJ2dRWRkpJg+fbr2dNGHGTo7bP/+/SIsLExYWloKJycnMWzYMHH06FG9MyOEECItLU08//zzwtzcXDRt2lR8+eWXolevXjpndlWcHfbJJ58YrHvGjBnC29tbqFQqERAQIBYvXmywLgBi1KhROm2Vjb1r1y69U8IjIyNFUFCQ3vN7eXmJHj166LVX9nxDhgwRjRo1EmZmZsLJyUmEh4eLqVOnGpzbo7788ksRGhoqrKyshIWFhfD19RUDBw7UOWOtsjqrezp0Rd3z588Xvr6+wszMTPj7+4uVK1fq9CsrKxPjxo0TjRo1Emq1WrRp00Zs2LDB4PPs3LlTtG7dWqhUKr2zrXJyckSnTp20c2rfvr3YvHmzzvaVnblY8T5VnNGTm5sr+vTpI7y8vIRKpRIODg4iMjJS52yhypSVlYl33nlHODs7C7VaLdq3by9yc3OFl5eXTr1CPDjjbcyYMcLHx0eYmZkJe3t7ERwcLCZOnKhz9qEhhs4I+vLLL4Wfn59QqVSicePGIiUlRSxZskQAEGfPnq1yPEOfdY1GI2bOnCmaNm0qzMzMhKOjoxgwYIDIz8/X6Vfdz0R5ebmYOnWqcHd3F+bm5qJFixZiy5YtomXLljpnAgrx4FIa77//vvDz8xPm5ubay0KMHTtW54zDP//8U/zzn/8UXl5ewszMTLi5uYm33npL71IGNf1+Gfo+Hz9+XPTr1084OzsLMzMz4erqKjp16iQWLlyo0y81NVX4+PgIpVKp8+9VZd+piscefT8LCgrEq6++Kho0aCCsra3Fq6++Kvbv32/w38Bly5aJgIAAoVarRWBgoMjIyDD4vty7d0/MmjVLtGzZUqjVatGgQQPh7+8vhg8fLk6fPm2wNtKnEOIJr75FZATXr19H06ZN0bt3b6SlpUldDhFV4uzZs/D398eHH36ICRMmSF1OvXfu3Dn4+Phg6dKltfpbdFQz3B1G9UZRURGmTZuGqKgoODg44Pz585gzZw5u3LhRZ79nREQ1d/z4caxevRrh4eGwsbHBqVOntLtthg4dKnV5RNXGEET1hkqlwrlz5zBy5Ej88ccfsLS0RPv27bFw4ULt6cZEJD0rKyscPnwYS5YswfXr12Fra4uOHTti2rRplV7Sgqg+4u4wIiIikiVeLJGIiIhkiSGIiIiIZIkhiIiIiGSJB0ZXory8HL///jusra1rfIE2IiIikoYQAjdu3EDDhg0fe6FdhqBK/P777zqX+iciIqJnR35+/mOv1s4QVImKH6DLz8/Xu2Q5ERER1U+lpaXw8PCo1g/JMgRVomIXmI2NDUMQERHRM6Y6h7LwwGgiIiKSJYYgIiIikiWGICIiIpIlHhNERERUS8rLy3H37l2py/jLMzc3f+zp79XBEERERFQL7t69i7Nnz6K8vFzqUv7yTExM4OPjA3Nz86cahyGIiIjoKQkhUFhYCKVSCQ8Pj1pZpSDDKi5mXFhYCE9Pz6e6oDFDEBER0VO6f/8+bt++jYYNG8LS0lLqcv7ynJyc8Pvvv+P+/fswMzN74nEYVYmIiJ6SRqMBgKfePUPVU/E6V7zuT4ohiIiIqJbwtyaNo7ZeZ4YgIiIikqV6EYLmz58PHx8fqNVqBAcHIycnp9K++/btQ4cOHeDg4AALCwv4+/tjzpw5ev3WrVuHwMBAqFQqBAYGYv369XU5haem0Wiwe/durF69Grt3737qJT4iIiKqmuQHRmdkZCApKQnz589Hhw4dsGjRInTv3h0///wzPD099fpbWVnh7bffRosWLWBlZYV9+/Zh+PDhsLKyQkJCAgAgNzcXcXFx+Oijj9CnTx+sX78e/fr1w759+xAaGmrsKT5WZmYmEhMTUVBQoG1zd3fH3Llz0bdvXwkrIyKip+H93lajPt+5GT2M+nyPunbtGsaMGYNNmzYBAF555RXMmzcPzz33XKXbTJo0CWvWrEF+fj7Mzc0RHByMadOmGeXvtUIIIer8WaoQGhqKNm3aYMGCBdq2gIAA9O7dGykpKdUao2/fvrCyssJXX30FAIiLi0NpaSm++eYbbZ9u3brBzs4Oq1evrtaYpaWlsLW1RUlJSZ3+gGpmZiZiY2Px6NtQsb/zP//5D4MQEVE9d+fOHZw9e1a7V6OC3EJQ9+7dUVBQgLS0NABAQkICvL29sXnz5kq3WbVqFZydndG4cWP8+eefmDNnDtauXYszZ87AycnJ4DaVvd5Azf5+S7o77O7duzhy5AhiYmJ02mNiYrB///5qjXHs2DHs378fkZGR2rbc3Fy9Mbt27VrtMY1Fo9EgMTFRLwAB0LYlJSVx1xgREdWJjh074u2338bbb7+N5557Dg4ODnj//fcN/l16nJMnT2Lbtm344osvEBYWhrCwMCxevBhbtmzBqVOnKt2uf//+6Ny5Mxo3boygoCDMnj0bpaWlOHHixNNMrVokDUFXr16FRqOBi4uLTruLiwuKioqq3Nbd3R0qlQohISEYNWoUhg0bpn2sqKioxmOWlZWhtLRU51bXcnJydHaBPUoIgfz8/CqPkSIiInoay5Ytg6mpKQ4ePIjPPvsMc+bMwRdffAEAGDFiBBo0aFDl7cKFCwAeLEDY2trq7MZq3749bG1tq70IcffuXaSlpcHW1hYtW7as/ck+QvJjggD9U92EEI89/S0nJwc3b97EgQMH8N577+H555/H3/72tyceMyUlBZMnT36C6p+M93tbcevnPdXq+9rsLFzp2LFuCyIiIlny8PDAnDlzoFAo4Ofnhx9++AFz5szBm2++iSlTpmDcuHFVbt+wYUMADxYgnJ2d9R53dnZ+7MLGli1b8Prrr+P27dtwc3NDdnY2HB0dn3xS1SRpCHJ0dIRSqdR7cS5fvqy3kvMoHx8fAEDz5s1x6dIlTJo0SRuCXF1dazzm+PHjkZycrL1fWloKDw+PGs2nppQN7Gq1HxERUU21b99eZ5EgLCwMn376KTQaDZydnQ0Gm8oYWmyozsJGVFQU8vLycPXqVSxevBj9+vXDwYMHa/TcT0LS3WEVR4FnZ2frtGdnZyM8PLza4wghUFZWpr0fFhamN+aOHTuqHFOlUsHGxkbnVtdU7kFQWleddJXWjlC5B9V5LURERI+qye4wV1dXXLp0SW+MK1euPHZhw8rKCs8//zzat2+PJUuWwNTUFEuWLKmTOT1M8t1hycnJiI+PR0hICMLCwpCWloYLFy5gxIgRAB6s0Fy8eBHLly8HAHz++efw9PSEv78/gAfXDZo1axZGjx6tHTMxMREvvvgiZs6ciV69emHjxo3YuXMn9u3bZ/wJVkFhooR9dAKubJheaR/76AQoTJRGrIqIiOTkwIEDevebNGkCpVJZo91hYWFhKCkpwffff4927doBAA4ePIiSkpIaLWwA+osbdUXyEBQXF4fi4mJMmTIFhYWFaNasGbKysuDl5QUAKCws1KZM4MGvx44fPx5nz56FqakpfH19MWPGDAwfPlzbJzw8HGvWrMH777+PDz74AL6+vsjIyKiX1wiy9AuHU+8J+OPbNGhuXNW2K60dYR+dAEu/mn1wiIiIaiI/Px/JyckYPnw4jh49innz5uHTTz8FgBrtDgsICEC3bt3w5ptvYtGiRQAenCLfs2dP+Pn5afv5+/sjJSUFffr0wa1btzBt2jS88sorcHNzQ3FxMebPn4+CggK89tprtT/ZR0geggBg5MiRGDlypMHH0tPTde6PHj1aZ9WnMrGxsYiNja2N8uqcpV84LJqEoqzgJ2huXoOygR1U7kFcASIiojo3cOBA/Pnnn2jXrh2USiVGjx6tvfhwTa1cuRJjxozRXqbmlVdewb///W+dPqdOnUJJSQkAQKlU4pdffsGyZctw9epVODg4oG3btsjJyUFQUN0fClIvQhA92DWm9mwhdRlERFSLpL54YXWYmZkhNTVV56LFT8re3h4rVqyoss/D1yBSq9XIzMx86ud9UvXit8OIiIiIjI0hiIiIiGSJu8OIiIhkavfu3VKXICmuBBEREZEsMQQRERHVkif54VGqudp6nRmCiIiInpJS+eCSJnfv3pW4EnmoeJ0rXvcnxWOCiIiInpKpqSksLS1x5coVmJmZwcSEawx1pby8HFeuXIGlpSVMTZ8uxjAEERERPSWFQgE3NzecPXsW58+fl7qcvzwTExN4eno+9odZH4chiIiIqBaYm5ujSZMm3CVmBObm5rWy2sYQREREVEtMTEygVqulLoOqiTstiYiISJYYgoiIiEiWGIKIiIhIlhiCiIiISJYYgoiIiEiWGIKIiIhIlhiCiIiISJYYgoiIiEiWGIKIiIhIlhiCiIiISJYYgoiIiEiWGIKIiIhIlhiCiIiISJYYgoiIiEiWGIKIiIhIlhiCiIiISJYYgoiIiEiWGIKIiIhIlhiCiIiISJYYgoiIiEiWGIKIiIhIlhiCiIiISJYYgoiIiEiWGIKIiIhIlhiCiIiISJYYgoiIiEiWGIKIiIhIlhiCiIiISJYYgoiIiEiWGIKIiIhIlhiCiIiISJYYgoiIiEiWGIKIiIhIlhiCiIiISJYYgoiIiEiWGIKIiIhIlhiCiIiISJbqRQiaP38+fHx8oFarERwcjJycnEr7ZmZmokuXLnBycoKNjQ3CwsKwfft2nT7p6elQKBR6tzt37tT1VIiIiOgZIXkIysjIQFJSEiZOnIhjx44hIiIC3bt3x4ULFwz237t3L7p06YKsrCwcOXIEUVFRePnll3Hs2DGdfjY2NigsLNS5qdVqY0yJiIiIngGmUhcwe/ZsDB06FMOGDQMApKamYvv27ViwYAFSUlL0+qempurcnz59OjZu3IjNmzejdevW2naFQgFXV9c6rZ2IiIieXZKuBN29exdHjhxBTEyMTntMTAz2799frTHKy8tx48YN2Nvb67TfvHkTXl5ecHd3R8+ePfVWih5VVlaG0tJSnRsRERH9dUkagq5evQqNRgMXFxeddhcXFxQVFVVrjE8//RS3bt1Cv379tG3+/v5IT0/Hpk2bsHr1aqjVanTo0AGnT5+udJyUlBTY2tpqbx4eHk82KSIiInomSH5MEPBg19XDhBB6bYasXr0akyZNQkZGBpydnbXt7du3x4ABA9CyZUtERETg66+/RtOmTTFv3rxKxxo/fjxKSkq0t/z8/CefEBEREdV7kh4T5OjoCKVSqbfqc/nyZb3VoUdlZGRg6NChWLt2LTp37lxlXxMTE7Rt27bKlSCVSgWVSlX94omIiOiZJulKkLm5OYKDg5Gdna3Tnp2djfDw8Eq3W716NQYPHoxVq1ahR48ej30eIQTy8vLg5ub21DUTERHRX4PkZ4clJycjPj4eISEhCAsLQ1paGi5cuIARI0YAeLCb6uLFi1i+fDmABwFo4MCBmDt3Ltq3b69dRbKwsICtrS0AYPLkyWjfvj2aNGmC0tJSfPbZZ8jLy8Pnn38uzSSJiIio3pE8BMXFxaG4uBhTpkxBYWEhmjVrhqysLHh5eQEACgsLda4ZtGjRIty/fx+jRo3CqFGjtO2DBg1Ceno6AOD69etISEhAUVERbG1t0bp1a+zduxft2rUz6tyIiIio/lIIIYTURdRHpaWlsLW1RUlJCWxsbGp9fO/3ttao/7kZj9/tR0REJHc1+ftdL84OIyIiIjI2hiAiIiKSJYYgIiIikiWGICIiIpIlhiAiIiKSJYYgIiIikiWGICIiIpIlhiAiIiKSJYYgIiIikiWGICIiIpIlhiAiIiKSJYYgIiIikiWGICIiIpIlhiAiIiKSJYYgIiIikiWGICIiIpIlhiAiIiKSJYYgIiIikiWGICIiIpIlhiAiIiKSJYYgIiIikiWGICIiIpIlhiAiIiKSJYYgIiIikiWGICIiIpIlhiAiIiKSJYYgIiIikiWGICIiIpIlhiAiIiKSJYYgIiIikiWGICIiIpIlhiAiIiKSJYYgIiIikiWGICIiIpIlhiAiIiKSJVOpCyDSaDTIyclBYWEh3NzcEBERAaVSKXVZRET0F8cQRJLKzMxEYmIiCgoKtG3u7u6YO3cu+vbtK2FlRET0V8fdYSSZzMxMxMbG6gQgALh48SJiY2ORmZkpUWVERCQHDEEkCY1Gg8TERAgh9B6raEtKSoJGozF2aUREJBMMQSSJnJwcvRWghwkhkJ+fj5ycHCNWRUREcsJjgsiovN/bCgC49fOeavV/bXYWrnTsWIcVERGRXHEliCShbGBXq/2IiIhqiiGIJKFyD4LS2rHKPkprR6jcg4xUERERyQ1DEElCYaKEfXRClX3soxOgMOH1goiIqG4wBJFkLP3C4dR7gt6KkNLaEU69J8DSL1yiyoiISA54YDRJytIvHBZNQlFW8BM0N69B2cAOKvcgrgAREVGdYwgiySlMlFB7tpC6DCIikhnuDiMiIiJZqhchaP78+fDx8YFarUZwcHCVF8jLzMxEly5d4OTkBBsbG4SFhWH79u16/datW4fAwECoVCoEBgZi/fr1dTkFIiIiesZIHoIyMjKQlJSEiRMn4tixY4iIiED37t1x4cIFg/337t2LLl26ICsrC0eOHEFUVBRefvllHDt2TNsnNzcXcXFxiI+Px/HjxxEfH49+/frh4MGDxpoWERER1XMKYejHm4woNDQUbdq0wYIFC7RtAQEB6N27N1JSUqo1RlBQEOLi4vCvf/0LABAXF4fS0lJ888032j7dunWDnZ0dVq9eXa0xS0tLYWtri5KSEtjY2NRgRtVTceXk6jo3o0et1yCFms4b+OvMnYiI6l5N/n5LuhJ09+5dHDlyBDExMTrtMTEx2L9/f7XGKC8vx40bN2Bvb69ty83N1Ruza9euVY5ZVlaG0tJSnRsRERH9dUkagq5evQqNRgMXFxeddhcXFxQVFVVrjE8//RS3bt1Cv379tG1FRUU1HjMlJQW2trbam4eHRw1mQkRERM8ayY8JAgCFQqFzXwih12bI6tWrMWnSJGRkZMDZ2fmpxhw/fjxKSkq0t/z8/BrMgIiIiJ41kl4nyNHREUqlUm+F5vLly3orOY/KyMjA0KFDsXbtWnTu3FnnMVdX1xqPqVKpoFKpajgDIiIielZJuhJkbm6O4OBgZGdn67RnZ2cjPLzyn0xYvXo1Bg8ejFWrVqFHD/2DZsPCwvTG3LFjR5VjEhERkbxIfsXo5ORkxMfHIyQkBGFhYUhLS8OFCxcwYsQIAA92U128eBHLly8H8CAADRw4EHPnzkX79u21Kz4WFhawtbUFACQmJuLFF1/EzJkz0atXL2zcuBE7d+7Evn37pJkkERER1TuSHxMUFxeH1NRUTJkyBa1atcLevXuRlZUFLy8vAEBhYaHONYMWLVqE+/fvY9SoUXBzc9PeEhMTtX3Cw8OxZs0aLF26FC1atEB6ejoyMjIQGhpq9PkRERFR/ST5dYLqK14nqG7wOkFERFSXnpnrBBERERFJhSGIiIiIZIkhiIiIiGSJIYiIiIhkiSGIiIiIZIkhiIiIiGSJIYiIiIhkiSGIiIiIZIkhiIiIiGSJIYiIiIhkiSGIiIiIZIkhiIiIiGSJIYiIiIhkiSGIiIiIZIkhiIiIiGSJIYiIiIhkiSGIiIiIZIkhiIiIiGSJIYiIiIhkiSGIiIiIZIkhiIiIiGSJIYiIiIhkiSGIiIiIZIkhiIiIiGSJIYiIiIhkiSGIiIiIZIkhiIiIiGSJIYiIiIhkiSGIiIiIZIkhiIiIiGSJIYiIiIhkiSGIiIiIZIkhiIiIiGSJIYiIiIhkiSGIiIiIZIkhiIiIiGSJIYiIiIhkyfRpNv7jjz/wxRdfwMzMDGPHjq2tmoiIiIjq3FOtBMXGxsLKygpffPEFAODHH3/ExIkTa6UwIiIiorr0VCHoxo0bGDVqFMzNzQEAzZo1Q1ZWVq0URkRERFSXnioEOTs74/fff4dCodC23blz56mLIiIiIqprT3VM0Jw5czBo0CBcvnwZGRkZ2LZtG/z9/WurNiIiIqI680Qh6OLFiwCApk2bYuvWrdiwYQN++OEHhISE4I033qjVAomIiIjqQo1C0H//+18MGDAAFy5cAAA4Ojpi8ODBmDhxIvr161cnBRIRERHVhRodEzR8+HAEBQXh0KFDOHHiBD755BN8++23CA4OxtWrV+uqRiIiIqJaV6MQ9L///Q9z5sxBmzZtEBQUhIEDB+LQoUNo1aoVxowZU1c1EhEREdW6GoWggIAAFBUV6bQpFApMmTIFmzdvrtXCiIiIiOpSjULQ4MGDkZCQoD0mqEJJSQlsbW2fuIj58+fDx8cHarUawcHByMnJqbRvYWEh+vfvDz8/P5iYmCApKUmvT3p6OhQKhd6Np+8TERFRhRodGF0ROJo2bYq+ffuiVatW0Gg0WLFiBT755JMnKiAjIwNJSUmYP38+OnTogEWLFqF79+74+eef4enpqde/rKwMTk5OmDhxIubMmVPpuDY2Njh16pROm1qtfqIaiYiI6K+nRiGoqKgIx44dw/Hjx5GXl4f09HScPn0aCoUCM2bMwNatW9GiRQu0aNEC3bp1q9aYs2fPxtChQzFs2DAAQGpqKrZv344FCxYgJSVFr7+3tzfmzp0LAPjyyy8rHVehUMDV1bUm0yMiIiIZqVEIcnZ2RteuXdG1a1dt2507d/DDDz8gLy8Px48fx6ZNmzB9+nRcv379sePdvXsXR44cwXvvvafTHhMTg/3799ekND03b96El5cXNBoNWrVqhY8++gitW7d+qjGJapNGo0FOTg4KCwvh5uaGiIgIKJVKqcsiIpKNp7piNPBgF1Pbtm3Rtm3bGm979epVaDQauLi46LS7uLjoHYBdE/7+/khPT0fz5s1RWlqKuXPnokOHDjh+/DiaNGlicJuysjKUlZVp75eWlj7x8xM9TmZmJhITE1FQUKBtc3d3x9y5c9G3b18JKyMiko+n+u2w2vLwb48BgBBCr60m2rdvjwEDBqBly5aIiIjA119/jaZNm2LevHmVbpOSkgJbW1vtzcPD44mfn6gqmZmZiI2N1QlAwIMrscfGxiIzM1OiyoiI5EXSEOTo6AilUqm36nP58mW91aGnYWJigrZt2+L06dOV9hk/fjxKSkq0t/z8/Fp7fqIKGo0GiYmJEELoPVbRlpSUBI1GY+zSiIhkR9IQZG5ujuDgYGRnZ+u0Z2dnIzw8vNaeRwiBvLw8uLm5VdpHpVLBxsZG50ZU23JycvRWgB4mhEB+fn6Vl4kgIqLa8dTHBD2t5ORkxMfHIyQkBGFhYUhLS8OFCxcwYsQIAA9WaC5evIjly5drt8nLywPw4ODnK1euIC8vD+bm5ggMDAQATJ48Ge3bt0eTJk1QWlqKzz77DHl5efj888+NPj+iCt7vbcWtn/dUq+9rs7Ngte0Wzs3oUcdVERHJl+QhKC4uDsXFxZgyZQoKCwvRrFkzZGVlwcvLC8CDiyM+enHGh8/yOnLkCFatWgUvLy+cO3cOAHD9+nUkJCSgqKgItra2aN26Nfbu3Yt27doZbV5Ehigb2NVqPyIienKShyAAGDlyJEaOHGnwsfT0dL02Q8dTPGzOnDlVXkiRSCoq9yAorR2huVH5Dw4rrR2hcg8yYlVERPJUL84OI5ILhYkS9tEJVfaxj06AwoTXCyIiqmsMQURGZukXDqfeE6C0dtRpV1o7wqn3BFj61d5JAUREVLl6sTuMSG4s/cJh0SQUZQU/QXPzGpQN7KByD+IKEBGRETEEEUlEYaKE2rOF1GUQEckWd4cRERGRLDEEERERkSwxBBEREZEsMQQRERGRLDEEERERkSwxBBEREZEsMQQRERGRLDEEERERkSwxBBEREZEsMQQRERGRLDEEERERkSwxBBEREZEsMQQRERGRLDEEERERkSwxBBEREZEsMQQRERGRLDEEERERkSwxBBEREZEsMQQRERGRLDEEERERkSwxBBEREZEsMQQRERGRLDEEERERkSwxBBEREZEsMQQRERGRLDEEERERkSwxBBEREZEsMQQRERGRLDEEERERkSwxBBEREZEsMQQRERGRLDEEERERkSwxBBEREZEsMQQRERGRLDEEERERkSwxBBEREZEsMQQRERGRLDEEERERkSwxBBEREZEsMQQRERGRLJlKXQARyY9Go0FOTg4KCwvh5uaGiIgIKJVKqcsiIplhCCIio8rMzERiYiIKCgq0be7u7pg7dy769u0rYWVEJDfcHUZERpOZmYnY2FidAAQAFy9eRGxsLDIzMyWqjIjkiCGIiIxCo9EgMTERQgi9xyrakpKSoNFojF0aEclUvQhB8+fPh4+PD9RqNYKDg5GTk1Np38LCQvTv3x9+fn4wMTFBUlKSwX7r1q1DYGAgVCoVAgMDsX79+jqqnoiqIycnR28F6GFCCOTn51f5/Sciqk2Sh6CMjAwkJSVh4sSJOHbsGCIiItC9e3dcuHDBYP+ysjI4OTlh4sSJaNmypcE+ubm5iIuLQ3x8PI4fP474+Hj069cPBw8erMupEFElvN/bitdmZ1Wrb3X7ERE9LclD0OzZszF06FAMGzYMAQEBSE1NhYeHBxYsWGCwv7e3N+bOnYuBAwfC1tbWYJ/U1FR06dIF48ePh7+/P8aPH4/o6GikpqbW4UyIqCrKBna12o+I6GlJGoLu3r2LI0eOICYmRqc9JiYG+/fvf+Jxc3Nz9cbs2rVrlWOWlZWhtLRU50ZEtUflHgSltWOVfZTWjlC5BxmpIiKSO0lD0NWrV6HRaODi4qLT7uLigqKioicet6ioqMZjpqSkwNbWVnvz8PB44ucnIn0KEyXsoxOq7GMfnQCFCa8XRETGIfnuMABQKBQ694UQem11Peb48eNRUlKiveXn5z/V8xORPku/cDj1nqC3IqS0doRT7wmw9AuXqDIikiNJL5bo6OgIpVKpt0Jz+fJlvZWcmnB1da3xmCqVCiqV6omfk4iqx9IvHBZNQlFW8BM0N69B2cAOKvcgrgARkdFJuhJkbm6O4OBgZGdn67RnZ2cjPPzJ/48wLCxMb8wdO3Y81ZhEVHsUJkqoPVvAKjASas8WDEBEJAnJfzYjOTkZ8fHxCAkJQVhYGNLS0nDhwgWMGDECwIPdVBcvXsTy5cu12+Tl5QEAbt68iStXriAvLw/m5uYIDAwEACQmJuLFF1/EzJkz0atXL2zcuBE7d+7Evn37jD4/IiIiqp8kD0FxcXEoLi7GlClTUFhYiGbNmiErKwteXl4AHlwc8dFrBrVu3Vr730eOHMGqVavg5eWFc+fOAQDCw8OxZs0avP/++/jggw/g6+uLjIwMhIaGGm1eREREVL9JHoIAYOTIkRg5cqTBx9LT0/XaDF12/1GxsbGIjY192tKIiIjoL6penB1GREREZGwMQURERCRLDEFEREQkSwxBREREJEsMQURERCRLDEFEREQkSwxBREREJEsMQURERCRLDEFEREQkSwxBREREJEsMQURERCRLDEFEREQkSwxBREREJEsMQURERCRLDEFEREQkSwxBREREJEsMQURERCRLDEFEREQkSwxBREREJEsMQURERCRLDEFEREQkS6ZSF0BEJCcajQY5OTkoLCyEm5sbIiIioFQqpS6LSJYYgoiIjCQzMxOJiYkoKCjQtrm7u2Pu3Lno27evhJURyRN3hxERGUFmZiZiY2N1AhAAXLx4EbGxscjMzJSoMiL5YggiIqpjGo0GiYmJEELoPVbRlpSUBI1GY+zSiGSNIYiIqI7l5OTorQA9TAiB/Px85OTkGLEqIuIxQUREdcT7va0AgFs/76lW/9dmZ+FKx451WBERPYwrQUREdUzZwK5W+xFR7WAIIiKqYyr3ICitHavso7R2hMo9yEgVERHAEEREVOcUJkrYRydU2cc+OgEKE14viMiYGIKIiIzA0i8cTr0n6K0IKa0d4dR7Aiz9wiWqjEi+eGA0EZGRWPqFw6JJKMoKfoLm5jUoG9hB5R7EFSAiiTAEEREZkcJECbVnC6nLICJwdxgRERHJFEMQERERyRJDEBEREckSQxARERHJEkMQERERyRJDEBEREckSQxARERHJEkMQERERyRJDEBEREckSQxARERHJEkMQERERyRJDEBEREckSQxARERHJEkMQERERyZKp1AUQEdFfn0ajQU5ODgoLC+Hm5oaIiAgolUqpyyKZqxcrQfPnz4ePjw/UajWCg4ORk5NTZf89e/YgODgYarUajRs3xsKFC3UeT09Ph0Kh0LvduXOnLqdBREQGZGZmwtvbG1FRUejfvz+ioqLg7e2NzMxMqUsjmZM8BGVkZCApKQkTJ07EsWPHEBERge7du+PChQsG+589exYvvfQSIiIicOzYMUyYMAFjxozBunXrdPrZ2NigsLBQ56ZWq40xJSIi+v8yMzMRGxuLgoICnfaLFy8iNjaWQYgkJXkImj17NoYOHYphw4YhICAAqamp8PDwwIIFCwz2X7hwITw9PZGamoqAgAAMGzYMQ4YMwaxZs3T6KRQKuLq66tyIiMh4NBoNEhMTIYTQe6yiLSkpCRqNxtilEQGQOATdvXsXR44cQUxMjE57TEwM9u/fb3Cb3Nxcvf5du3bF4cOHce/ePW3bzZs34eXlBXd3d/Ts2RPHjh2rspaysjKUlpbq3IiI6Mnl5OTorQA9TAiB/Pz8xx4CQVRXJA1BV69ehUajgYuLi067i4sLioqKDG5TVFRksP/9+/dx9epVAIC/vz/S09OxadMmrF69Gmq1Gh06dMDp06crrSUlJQW2trbam4eHx1POjohIvrzf24rXZmdVq291+xHVNsl3hwEPdl09TAih1/a4/g+3t2/fHgMGDEDLli0RERGBr7/+Gk2bNsW8efMqHXP8+PEoKSnR3vLz8590OkREBEDZwK5W+xHVNklPkXd0dIRSqdRb9bl8+bLeak8FV1dXg/1NTU3h4OBgcBsTExO0bdu2ypUglUoFlUpVwxkQEVFlVO5BUFo7QnPjaqV9lNaOULkHGbEqov8j6UqQubk5goODkZ2drdOenZ2N8PBwg9uEhYXp9d+xYwdCQkJgZmZmcBshBPLy8uDm5lY7hRMR0WMpTJSwj06oso99dAIUJrxeEElD8t1hycnJ+OKLL/Dll1/i5MmTGDt2LC5cuIARI0YAeLCbauDAgdr+I0aMwPnz55GcnIyTJ0/iyy+/xJIlSzBu3Dhtn8mTJ2P79u347bffkJeXh6FDhyIvL087JhERGYelXzicek+A0tpRp11p7Qin3hNg6Wf4f3iJjEHyK0bHxcWhuLgYU6ZMQWFhIZo1a4asrCx4eXkBAAoLC3WuGeTj44OsrCyMHTsWn3/+ORo2bIjPPvsMr776qrbP9evXkZCQgKKiItja2qJ169bYu3cv2rVrZ/T5ERHJnaVfOCyahKKs4Cdobl6DsoEdVO5BXAEiyUkeggBg5MiRGDlypMHH0tPT9doiIyNx9OjRSsebM2cO5syZU1vlERHRU1KYKKH2bCF1GUQ6JN8dRkRERCQFhiAiIiKSJYYgIiIikiWGICIiIpIlhiAiIiKSpXpxdhgREdFflUajQU5ODgoLC+Hm5oaIiAgolbw8QH3AEERERFRHMjMzkZiYiIKCAm2bu7s75s6di759+0pYGQHcHUZERFQnMjMzERsbqxOAAODixYuIjY1FZmamRJVRBYYgIiKiWqbRaJCYmAghhN5jFW1JSUnQaDTGLo0ewhBERERUy3JycvRWgB4mhEB+fj5ycnKMWBU9iscEERER1SLv97bi1s97qtX3tdlZuNKxY90WRJXiShAREVEtUzawq9V+VDcYgoiIiGqZyj0ISmvHKvsorR2hcg8yUkVkCEMQERFRLVOYKGEfnVBlH/voBChMeL0gKTEEERER1QFLv3A49Z6gtyKktHaEU+8JsPQLl6gyqsADo4mIiOqIpV84LJqEoqzgJ2huXoOygR1U7kFcAaonGIKIiIjqkMJECbVnC6nLIAO4O4yIiIhkiStBREREVOuehR+OZQgiIiKiWvWs/HAsd4cRERFRrXmWfjiWIYiIiIhqxbP2w7EMQURERFQrnrUfjuUxQURERPTUavrDsVbbbuHcjB51XFXVuBJEREREteJZ++FYhiAiIiKqFc/aD8cyBBEREVGteNZ+OJYhiIiIiGrNs/TDsTwwmoiIiGrVs/LDsQxBREREVOuehR+O5e4wIiIikiWGICIiIpIlhiAiIiKSJYYgIiIikiWGICIiIpIlhiAiIiKSJYYgIiIikiWGICIiIpIlhiAiIiKSJYYgIiIikiWGICIiIpIlhiAiIiKSJYYgIiIikiWGICIiIpIlhiAiIiKSJYYgIiIikiWGICIiIpKlehGC5s+fDx8fH6jVagQHByMnJ6fK/nv27EFwcDDUajUaN26MhQsX6vVZt24dAgMDoVKpEBgYiPXr19dV+URERPQMkjwEZWRkICkpCRMnTsSxY8cQERGB7t2748KFCwb7nz17Fi+99BIiIiJw7NgxTJgwAWPGjMG6deu0fXJzcxEXF4f4+HgcP34c8fHx6NevHw4ePGisaREREVE9J3kImj17NoYOHYphw4YhICAAqamp8PDwwIIFCwz2X7hwITw9PZGamoqAgAAMGzYMQ4YMwaxZs7R9UlNT0aVLF4wfPx7+/v4YP348oqOjkZqaaqRZERERUX0naQi6e/cujhw5gpiYGJ32mJgY7N+/3+A2ubm5ev27du2Kw4cP4969e1X2qWxMIiIikh9TKZ/86tWr0Gg0cHFx0Wl3cXFBUVGRwW2KiooM9r9//z6uXr0KNze3SvtUNiYAlJWVoaysTHu/pKQEAFBaWlqjOVVXedntGvWvqzqMrabzBjj3vwJ+3qtPrnP/q8wbkO/c68vnvWJMIcRj+0oagiooFAqd+0IIvbbH9X+0vaZjpqSkYPLkyXrtHh4elRduRLapUlcgHc5dfuQ6b0C+c5frvAHOva7cuHEDtra2VfaRNAQ5OjpCqVTqrdBcvnxZbyWngqurq8H+pqamcHBwqLJPZWMCwPjx45GcnKy9X15ejj/++AMODg5VhqfaVFpaCg8PD+Tn58PGxsYoz1lfyHXucp03wLnLce5ynTcg37lLMW8hBG7cuIGGDRs+tq+kIcjc3BzBwcHIzs5Gnz59tO3Z2dno1auXwW3CwsKwefNmnbYdO3YgJCQEZmZm2j7Z2dkYO3asTp/w8PBKa1GpVFCpVDptzz33XE2nVCtsbGxk9SV5mFznLtd5A5y7HOcu13kD8p27sef9uBWgCpLvDktOTkZ8fDxCQkIQFhaGtLQ0XLhwASNGjADwYIXm4sWLWL58OQBgxIgR+Pe//43k5GS8+eabyM3NxZIlS7B69WrtmImJiXjxxRcxc+ZM9OrVCxs3bsTOnTuxb98+SeZIRERE9Y/kISguLg7FxcWYMmUKCgsL0axZM2RlZcHLywsAUFhYqHPNIB8fH2RlZWHs2LH4/PPP0bBhQ3z22Wd49dVXtX3Cw8OxZs0avP/++/jggw/g6+uLjIwMhIaGGn1+REREVD9JHoIAYOTIkRg5cqTBx9LT0/XaIiMjcfTo0SrHjI2NRWxsbG2UZzQqlQoffvih3m45OZDr3OU6b4Bzl+Pc5TpvQL5zr+/zVojqnENGRERE9Bcj+RWjiYiIiKTAEERERESyxBBEREREssQQRERERLLEEFQP7N27Fy+//DIaNmwIhUKBDRs2SF2SUaSkpKBt27awtraGs7MzevfujVOnTkldllEsWLAALVq00F5ALCwsDN98843UZRldSkoKFAoFkpKSpC6lzk2aNAkKhULn5urqKnVZRnPx4kUMGDAADg4OsLS0RKtWrXDkyBGpy6pz3t7eeu+7QqHAqFGjpC6tTt2/fx/vv/8+fHx8YGFhgcaNG2PKlCkoLy+XujQd9eIUebm7desWWrZsiTfeeEPnekd/dXv27MGoUaPQtm1b3L9/HxMnTkRMTAx+/vlnWFlZSV1enXJ3d8eMGTPw/PPPAwCWLVuGXr164dixYwgKCpK4OuM4dOgQ0tLS0KJFC6lLMZqgoCDs3LlTe1+pVEpYjfFcu3YNHTp0QFRUFL755hs4Ozvjf//7n2RX5TemQ4cOQaPRaO//+OOP6NKlC1577TUJq6p7M2fOxMKFC7Fs2TIEBQXh8OHDeOONN2Bra4vExESpy9NiCKoHunfvju7du0tdhtFt27ZN5/7SpUvh7OyMI0eO4MUXX5SoKuN4+eWXde5PmzYNCxYswIEDB2QRgm7evIm///3vWLx4MaZOnSp1OUZjamoqq9WfCjNnzoSHhweWLl2qbfP29pauICNycnLSuT9jxgz4+voiMjJSooqMIzc3F7169UKPHj0APHi/V69ejcOHD0tcmS7uDqN6o6SkBABgb28vcSXGpdFosGbNGty6dQthYWFSl2MUo0aNQo8ePdC5c2epSzGq06dPo2HDhvDx8cHrr7+O3377TeqSjGLTpk0ICQnBa6+9BmdnZ7Ru3RqLFy+Wuiyju3v3LlasWIEhQ4YY7Ye5pfLCCy/g22+/xa+//goAOH78OPbt24eXXnpJ4sp0cSWI6gUhBJKTk/HCCy+gWbNmUpdjFD/88APCwsJw584dNGjQAOvXr0dgYKDUZdW5NWvW4OjRozh06JDUpRhVaGgoli9fjqZNm+LSpUuYOnUqwsPD8dNPP8HBwUHq8urUb7/9hgULFiA5ORkTJkzA999/jzFjxkClUmHgwIFSl2c0GzZswPXr1zF48GCpS6lz//znP1FSUgJ/f38olUpoNBpMmzYNf/vb36QuTQdDENULb7/9Nk6cOCGrH7n18/NDXl4erl+/jnXr1mHQoEHYs2fPXzoI5efnIzExETt27IBarZa6HKN6eJd38+bNERYWBl9fXyxbtgzJyckSVlb3ysvLERISgunTpwMAWrdujZ9++gkLFiyQVQhasmQJunfvjoYNG0pdSp3LyMjAihUrsGrVKgQFBSEvLw9JSUlo2LAhBg0aJHV5WgxBJLnRo0dj06ZN2Lt3L9zd3aUux2jMzc21B0aHhITg0KFDmDt3LhYtWiRxZXXnyJEjuHz5MoKDg7VtGo0Ge/fuxb///W+UlZXJ5mBhKysrNG/eHKdPn5a6lDrn5uamF+4DAgKwbt06iSoyvvPnz2Pnzp3IzMyUuhSjePfdd/Hee+/h9ddfB/Ag+J8/fx4pKSkMQUTAg11go0ePxvr167F79274+PhIXZKkhBAoKyuTuow6FR0djR9++EGn7Y033oC/vz/++c9/yiYAAUBZWRlOnjyJiIgIqUupcx06dNC7/MWvv/4KLy8viSoyvooTPyoOFP6ru337NkxMdA87ViqVPEWe9N28eRNnzpzR3j979izy8vJgb28PT09PCSurW6NGjcKqVauwceNGWFtbo6ioCABga2sLCwsLiaurWxMmTED37t3h4eGBGzduYM2aNdi9e7feGXN/NdbW1nrHfFlZWcHBweEvfyzYuHHj8PLLL8PT0xOXL1/G1KlTUVpaWq/+r7iujB07FuHh4Zg+fTr69euH77//HmlpaUhLS5O6NKMoLy/H0qVLMWjQIJiayuPP7ssvv4xp06bB09MTQUFBOHbsGGbPno0hQ4ZIXZouQZLbtWuXAKB3GzRokNSl1SlDcwYgli5dKnVpdW7IkCHCy8tLmJubCycnJxEdHS127NghdVmSiIyMFImJiVKXUefi4uKEm5ubMDMzEw0bNhR9+/YVP/30k9RlGc3mzZtFs2bNhEqlEv7+/iItLU3qkoxm+/btAoA4deqU1KUYTWlpqUhMTBSenp5CrVaLxo0bi4kTJ4qysjKpS9OhEEIIaeIXERERkXR4nSAiIiKSJYYgIiIikiWGICIiIpIlhiAiIiKSJYYgIiIikiWGICIiIpIlhiAiIiKSJYYgIiIikiWGICIiIpIlhiAiIiKSJYYgIpKV/Px8/P3vf4ednR3s7OzQv39/XLt2TeqyiEgCDEFEJBtnzpxBcHAwfH19kZubi507d+J///sf3n33XalLIyIJ8AdUiUg2OnfujA4dOmDy5MnatnXr1uHdd9/Fb7/9JmFlRCQFhiAikoXz58/D29sbFhYWMDH5v0VwjUYDDw8P/PrrrxJWR0RSMJW6ACIiYzh+/Djs7e1x8OBBvccsLCwkqIiIpMYQRESyYGZmhhs3bsDNzQ1WVlZSl0NE9QAPjCYiWQgNDYWNjQ3i4+ORl5eHM2fOYNu2bUhMTJS6NCKSCEMQEcmCvb09srKycO3aNURGRqJNmzaYMGECvL29pS6NiCTCA6OJiIhIlrgSRERERLLEEERERESyxBBEREREssQQRERERLLEEERERESyxBBEREREssQQRERERLLEEERERESyxBBEREREssQQRERERLLEEERERESyxBBEREREsvT/AG/LF9RtCGz/AAAAAElFTkSuQmCC", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "p = [0.1, 0.3, 0.5]\n", + "width = 0.2\n", + "fig = plt.figure()\n", + "for i in p:\n", + " m = math.floor(math.log(0.05)/math.log(1-i))\n", + " x = np.array(range(1, m+1))\n", + " y = [(1-i)**(k-1) * i for k in x]\n", + " plt.bar(x, y, width, align=\"center\", label=f\"p={i}\")\n", + " plt.scatter(x, y, color=\"black\")\n", + " plt.xlabel(\"$e$\")\n", + " plt.ylabel(\"$p_e$\")\n", + " plt.title(f\"Diagramme en bâtons de la loi géométrique\")\n", + " plt.legend()\n", + " plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "c5f52679-70ed-406f-8bf2-8629cd7cda30", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "x = [1, 2, 3, 4]\n", + "N = [450, 350, 50, 150]\n", + "n = sum(N)\n", + "frequence = [x/n for x in N]\n", + "width = 0.05\n", + "fig = plt.figure()\n", + "plt.xlabel(\"$e$\")\n", + "plt.ylabel(\"$p_e$\")\n", + "plt.title(\"Diagramme en bâtons de la loi empirique\")\n", + "plt.bar(x, frequence, width, align=\"center\")\n", + "plt.scatter(x, frequence, color=\"black\")\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "id": "739cc3ae-54d6-4e92-a9f0-59b6bec4fdd0", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "def de():\n", + " return math.ceil(6*random.rand())\n", + "\n", + "def max3de():\n", + " return max([de(), de(), de()])" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "id": "717db457-ba2a-48cd-b2c0-ad1ab117e3ed", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": 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", 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "def test_max_3_de(N):\n", + " Z = np.zeros(N)\n", + " for i in range(N):\n", + " Z[i] = max3de()\n", + " card = plt.hist(Z, [1, 2, 3, 4, 5, 6, 7])\n", + " width = 0.1\n", + " \n", + " plt.clf()\n", + " plt.figure()\n", + " plt.grid()\n", + " plt.title(\"Diagramme en bâtons de la loi\")\n", + " plt.xlabel('x')\n", + " plt.ylabel('y')\n", + " plt.bar(range(1,7),card[0]/N,width = 0.2)\n", + " plt.bar(np.arange(1,7)+0.2,[(i**3-(i-1)**3)/6**3 for i in range(1,7)],width = 0.2)\n", + " plt.show()\n", + "\n", + " \n", + "test_max_3_de(10)\n", + "test_max_3_de(100)\n", + "test_max_3_de(1000)" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "id": "a0307125-6436-4ead-8d9b-75e6ee8179d2", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "def showGraph(f, p, m):\n", + " n = 10000\n", + " card = np.zeros(m)\n", + " for i in range(n):\n", + " geom = f(p)\n", + " if geom <= m:\n", + " card[geom-1] += 1\n", + " \n", + " x = np.array(range(1, m+1))\n", + " y = [(1-p)**(k-1) * p for k in x]\n", + " width = 0.1\n", + " \n", + " fig = plt.figure()\n", + " plt.bar(x, y, width, align=\"center\", label=\"loi théorique\")\n", + " plt.bar(x+0.2, card/n, width, align=\"center\", label=\"mesure empirique\")\n", + " plt.xlabel(\"$e$\")\n", + " plt.ylabel(\"$p_e$\")\n", + " plt.title(f\"Diagramme de la loi géométrique $G({p})$.\")\n", + " plt.legend()\n", + " plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "id": "8da3c856-f908-4861-ac67-8a027211b1e1", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "def geometrique1(p):\n", + " U = uniforme_continue(0, 1)\n", + " b = 0\n", + " k = 0\n", + " while b < U:\n", + " k += 1\n", + " b += p * (1-p)**(k-1)\n", + " return k\n", + "\n", + "m = 12\n", + "p = 0.2\n", + "showGraph(geometrique1, p, m)" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "id": "c34cc7e0-8e47-495a-86bc-fcbc7d9a6d53", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "def geometrique2(p):\n", + " k = 1\n", + " while uniforme_continue(0, 1) > p:\n", + " k += 1\n", + " return k\n", + " \n", + "p = 0.3\n", + "m = 13\n", + "showGraph(geometrique2, p, m)" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "id": "adb2551d-503b-419c-82e9-0996815e2924", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "def geometrique3(p):\n", + " return math.ceil(math.log(uniforme_continue(0, 1)) / math.log(1-p))\n", + " \n", + "p = 0.3\n", + "m = 12\n", + "showGraph(geometrique3, p, m)" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "id": "ac8415ea-b15a-431a-824e-1aa6c23500ee", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "def geometrique4(p):\n", + " return scs.geom.rvs(p) #np.random.geometric(p)\n", + "\n", + "p = 0.3\n", + "m = 12\n", + "showGraph(geometrique4, p, m)" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "id": "e85886dc-d8bb-4652-976e-b060d93402a1", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "La méthode 1 a pris 0.10540652275085449 secondes.\n", + "La méthode 2 a pris 0.11203813552856445 secondes.\n", + "La méthode 3 a pris 0.09955310821533203 secondes.\n", + "La méthode 4 a pris 3.5846686363220215 secondes.\n" + ] + } + ], + "source": [ + "from time import time\n", + "\n", + "for index, f in enumerate([geometrique1, geometrique2, geometrique3, geometrique4]):\n", + " N = 100000\n", + " p = 0.5\n", + " t1 = time()\n", + " [f(p) for i in range(N)]\n", + " t2 = time()\n", + " temps1 = t2 - t1\n", + " print(f\"La méthode {index + 1} a pris {temps1} secondes.\")" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.8" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/Probabilités/TP2.ipynb b/Probabilités/TP2.ipynb new file mode 100644 index 0000000..60be152 --- /dev/null +++ b/Probabilités/TP2.ipynb @@ -0,0 +1,360 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "f9a51919-f7c1-4a14-a921-f908e6e0f3d3", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "import math\n", + "import numpy as np\n", + "import scipy.stats as scs\n", + "import matplotlib.pyplot as plt\n", + "import numpy.random as random" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "d68b921d-3512-4e16-a46d-c21d4a609804", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "A = [2, -2, 1, -2, 1]\n", + "B = [1, 3, 2, 6, 3]\n", + "plt.step(A, B)" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "203d4fd9-f1c4-4a31-8ac7-dc87a34ad473", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "def bernouilli(p):\n", + " plt.step([-1, 0, 1, 1, 2], [0, 0, 1-p, 1, 1], label=f'p={p}')\n", + " plt.legend()\n", + " \n", + "for p in [0.2, 0.5, 0.7]:\n", + " bernouilli(p)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "43c17c05-8468-4469-abda-fbc9d6b85b38", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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P+fzzz/XYY49py5YtSkhIiOhxgsGgfD7fwJaRkRHNmAAAII6M6gWsLpdr0NeO4wzZJ0n9/f26++679fTTT+vSSy+N+PuXl5eru7t7YGttbR3NmAAAIA5EtlTx/0ybNk1ut3vIKkhHR8eQ1RJJ6unpUX19vRobG/Xggw9Kkk6cOCHHcZSQkKDt27fr5ptvHnKe1+uV1+uNZjQAABCnoloZ8Xg88vv9CoVCg/aHQiHl5+cPOT41NVV79uxRU1PTwFZSUqLLLrtMTU1Nmjt37nebHgAAxL2oVkYkqaysTPfcc49yc3OVl5en6upqtbS0qKSkRNLJWyxffvmlNm/erEmTJiknJ2fQ+dOnT1dSUtKQ/QAAYGKKOkaKiorU1dWliooKtbW1KScnR7W1tcrMzJQktbW1nfY9RwAAAE5xOY7jWA9xOuFwWD6fT93d3UpNTbUeB/hWR/qO64rV2yRJ+yoWKMUTdfMDwLgQ6fM3n00DAABMESMAAMAUMQIAAEwRIwAAwBQxAgAATBEjAADAFDECAABMESMAAMAUMQIAAEwRIwAAwBQxAgAATBEjAADAFDECAABM8XGiiJjjODp6rN96jJh3pI9rBADRIEYQEcdxdNe63Wo4+LX1KACAcYbbNIjI0WP9hEiUcjPPVXKi23oMAIh5rIwgavVPzFeKhyfZ00lOdMvlclmPAQAxjxhB1FI8bqV4+KsDABgb3KYBAACmiBEAAGCKGAEAAKaIEQAAYIoYAQAApogRAABgihgBAACmiBEAAGCKGAEAAKaIEQAAYIoYAQAApogRAABgihgBAACmiBEAAGCKGAEAAKaIEQAAYIoYAQAApogRAABgihgBAACmiBEAAGCKGAEAAKaIEQAAYIoYAQAApogRAABgihgBAACmiBEAAGCKGAEAAKaIEQAAYIoYAQAApogRAABgihgBAACmiBEAAGCKGAEAAKaIEQAAYIoYAQAApogRAABgihgBAACmiBEAAGBqVDFSWVmprKwsJSUlye/3a+fOnSMe+/bbb+vWW2/Veeedp9TUVOXl5Wnbtm2jHhgAAIwvUcdITU2NSktLtWrVKjU2NqqgoECFhYVqaWkZ9vgdO3bo1ltvVW1trRoaGnTTTTdp4cKFamxs/M7DAwCA+OdyHMeJ5oS5c+fquuuuU1VV1cC+7Oxs3XHHHQoGgxF9jyuvvFJFRUVavXp1RMeHw2H5fD51d3crNTU1mnExRo70HdcVq0+uaO2rWKAUT4LxRACAWBfp83dUKyN9fX1qaGhQIBAYtD8QCGjXrl0RfY8TJ06op6dHU6ZMGfGY3t5ehcPhQRsAABifooqRzs5O9ff3Ky0tbdD+tLQ0tbe3R/Q9nnvuOR0+fFiLFi0a8ZhgMCifzzewZWRkRDMmAACII6N6AavL5Rr0teM4Q/YN5/XXX9dTTz2lmpoaTZ8+fcTjysvL1d3dPbC1traOZkwAABAHorrxP23aNLnd7iGrIB0dHUNWS/5XTU2NlixZojfffFPz58//1mO9Xq+8Xm80owEAgDgV1cqIx+OR3+9XKBQatD8UCik/P3/E815//XXde++9eu2113T77bePblIAADAuRf0rEWVlZbrnnnuUm5urvLw8VVdXq6WlRSUlJZJO3mL58ssvtXnzZkknQ6S4uFjPP/+8fvjDHw6sqiQnJ8vn843hjwIAAOJR1DFSVFSkrq4uVVRUqK2tTTk5OaqtrVVmZqYkqa2tbdB7jrz88ss6fvy4li1bpmXLlg3sX7x4sTZt2vTdfwIAABDXon6fEQu8z4g93mcEABCtM/I+IwAAAGONGAEAAKYm9Fq74zg6eqzfeoy4cKSP6wQAODMmbIw4jqO71u1Ww8GvrUcBAGBCm7C3aY4e6ydERiE381wlJ7qtxwAAjCMTdmXk/1f/xHyleHiCjURyojuit/4HACBSxIikFI+bX1UFAMDIhL1NAwAAYgMxAgAATBEjAADAFDECAABMESMAAMAUMQIAAEwRIwAAwBQxAgAATBEjAADAFDECAABMESMAAMAUMQIAAEwRIwAAwBQxAgAATBEjAADAFDECAABMESMAAMAUMQIAAEwRIwAAwBQxAgAATBEjAADAFDECAABMESMAAMAUMQIAAEwRIwAAwBQxAgAATBEjAADAFDECAABMESMAAMAUMQIAAEwRIwAAwBQxAgAATBEjAADAFDECAABMESMAAMAUMQIAAEwRIwAAwBQxAgAATBEjAADAFDECAABMESMAAMAUMQIAAEwRIwAAwBQxAgAATBEjAADAFDECAABMESMAAMAUMQIAAEwRIwAAwNSoYqSyslJZWVlKSkqS3+/Xzp07v/X4uro6+f1+JSUl6cILL9S6detGNSwAABh/oo6RmpoalZaWatWqVWpsbFRBQYEKCwvV0tIy7PEHDhzQbbfdpoKCAjU2Nurxxx/X8uXL9dZbb33n4QEAQPxzOY7jRHPC3Llzdd1116mqqmpgX3Z2tu644w4Fg8Ehxz/66KPaunWrmpubB/aVlJTo73//u3bv3h3RY4bDYfl8PnV3dys1NTWacUd0pO+4rli9TZK0r2KBUjwJY/J9AQDASZE+f0e1MtLX16eGhgYFAoFB+wOBgHbt2jXsObt37x5y/IIFC1RfX69jx44Ne05vb6/C4fCgDQAAjE9RxUhnZ6f6+/uVlpY2aH9aWpra29uHPae9vX3Y448fP67Ozs5hzwkGg/L5fANbRkZGNGMCAIA4MqoXsLpcrkFfO44zZN/pjh9u/ynl5eXq7u4e2FpbW0cz5rdKTnRrX8UC7atYoORE95h/fwAAEJmoXigxbdo0ud3uIasgHR0dQ1Y/TpkxY8awxyckJGjq1KnDnuP1euX1eqMZLWoul4vXiQAAEAOiWhnxeDzy+/0KhUKD9odCIeXn5w97Tl5e3pDjt2/frtzcXCUmJkY5LgAAGG+ivk1TVlam9evXa+PGjWpubtaKFSvU0tKikpISSSdvsRQXFw8cX1JSooMHD6qsrEzNzc3auHGjNmzYoJUrV47dTwEAAOJW1PcpioqK1NXVpYqKCrW1tSknJ0e1tbXKzMyUJLW1tQ16z5GsrCzV1tZqxYoVeumll5Senq4XXnhBd95559j9FAAAIG5F/T4jFs7E+4wAAIAz64y8zwgAAMBYI0YAAIApYgQAAJgiRgAAgCliBAAAmCJGAACAKWIEAACYIkYAAIApYgQAAJiKi4+tPfUmseFw2HgSAAAQqVPP26d7s/e4iJGenh5JUkZGhvEkAAAgWj09PfL5fCP+eVx8Ns2JEyd06NAhTZ48WS6Xa8y+bzgcVkZGhlpbW/nMmwhwvSLHtYoc1ypyXKvIca0idyavleM46unpUXp6uiZNGvmVIXGxMjJp0iTNmjXrjH3/1NRU/rJGgesVOa5V5LhWkeNaRY5rFbkzda2+bUXkFF7ACgAATBEjAADA1ISOEa/XqyeffFJer9d6lLjA9Yoc1ypyXKvIca0ix7WKXCxcq7h4ASsAABi/JvTKCAAAsEeMAAAAU8QIAAAwRYwAAABTEzpGKisrlZWVpaSkJPn9fu3cudN6pJi0Y8cOLVy4UOnp6XK5XHr33XetR4pJwWBQP/jBDzR58mRNnz5dd9xxh/75z39ajxWTqqqqdPXVVw+8yVJeXp7ee+8967HiQjAYlMvlUmlpqfUoMempp56Sy+UatM2YMcN6rJj15Zdf6he/+IWmTp2qlJQUXXPNNWpoaPje55iwMVJTU6PS0lKtWrVKjY2NKigoUGFhoVpaWqxHizmHDx/WnDlz9OKLL1qPEtPq6uq0bNkyffzxxwqFQjp+/LgCgYAOHz5sPVrMmTVrln7961+rvr5e9fX1uvnmm/XjH/9Ye/futR4tpn3yySeqrq7W1VdfbT1KTLvyyivV1tY2sO3Zs8d6pJj09ddfa968eUpMTNR7772nffv26bnnntM555zz/Q/jTFDXX3+9U1JSMmjf5Zdf7jz22GNGE8UHSc4777xjPUZc6OjocCQ5dXV11qPEhXPPPddZv3699Rgxq6enx7nkkkucUCjk3Hjjjc7DDz9sPVJMevLJJ505c+ZYjxEXHn30UeeGG26wHsNxHMeZkCsjfX19amhoUCAQGLQ/EAho165dRlNhvOnu7pYkTZkyxXiS2Nbf36833nhDhw8fVl5envU4MWvZsmW6/fbbNX/+fOtRYt7nn3+u9PR0ZWVl6Wc/+5n2799vPVJM2rp1q3Jzc/XTn/5U06dP17XXXqtXXnnFZJYJGSOdnZ3q7+9XWlraoP1paWlqb283mgrjieM4Kisr0w033KCcnBzrcWLSnj17dPbZZ8vr9aqkpETvvPOOrrjiCuuxYtIbb7yhTz/9VMFg0HqUmDd37lxt3rxZ27Zt0yuvvKL29nbl5+erq6vLerSYs3//flVVVemSSy7Rtm3bVFJSouXLl2vz5s3f+yxx8am9Z4rL5Rr0teM4Q/YBo/Hggw/qH//4hz788EPrUWLWZZddpqamJv33v//VW2+9pcWLF6uuro4g+R+tra16+OGHtX37diUlJVmPE/MKCwsH/vmqq65SXl6eLrroIv3hD39QWVmZ4WSx58SJE8rNzdWzzz4rSbr22mu1d+9eVVVVqbi4+HudZUKujEybNk1ut3vIKkhHR8eQ1RIgWg899JC2bt2qDz74QLNmzbIeJ2Z5PB5dfPHFys3NVTAY1Jw5c/T8889bjxVzGhoa1NHRIb/fr4SEBCUkJKiurk4vvPCCEhIS1N/fbz1iTDvrrLN01VVX6fPPP7ceJebMnDlzSPxnZ2eb/CLHhIwRj8cjv9+vUCg0aH8oFFJ+fr7RVIh3juPowQcf1Ntvv62//OUvysrKsh4prjiOo97eXusxYs4tt9yiPXv2qKmpaWDLzc3Vz3/+czU1NcntdluPGNN6e3vV3NysmTNnWo8Sc+bNmzfk7Qc+++wzZWZmfu+zTNjbNGVlZbrnnnuUm5urvLw8VVdXq6WlRSUlJdajxZxvvvlG//rXvwa+PnDggJqamjRlyhTNnj3bcLLYsmzZMr322mv605/+pMmTJw+svPl8PiUnJxtPF1sef/xxFRYWKiMjQz09PXrjjTf017/+Ve+//771aDFn8uTJQ153dNZZZ2nq1Km8HmkYK1eu1MKFCzV79mx1dHTomWeeUTgc1uLFi61HizkrVqxQfn6+nn32WS1atEh/+9vfVF1drerq6u9/GNtf5rH10ksvOZmZmY7H43Guu+46fgVzBB988IEjaci2ePFi69FiynDXSJLz6quvWo8Wc+6///6Bf/fOO+8855ZbbnG2b99uPVbc4Fd7R1ZUVOTMnDnTSUxMdNLT052f/OQnzt69e63Hill//vOfnZycHMfr9TqXX365U11dbTKHy3Ec5/tPIAAAgJMm5GtGAABA7CBGAACAKWIEAACYIkYAAIApYgQAAJgiRgAAgCliBAAAmCJGAACAKWIEAACYIkYAAIApYgQAAJgiRgAAgKn/AyZ+MeVJ9UetAAAAAElFTkSuQmCC", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "def uniforme_discrete(card):\n", + " plt.figure()\n", + " x = range(0, card +1 )\n", + " y = [0]\n", + " for i in range(1, card +1):\n", + " y.append(i/card)\n", + " plt.step(x, y)\n", + " \n", + "uniforme_discrete(6)\n", + "uniforme_discrete(2)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "892f6ef4-f53d-4d76-b4c6-5a2372c20925", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "def uniforme(a, b, card):\n", + " x = np.linspace(a, b, card)\n", + " y = np.zeros(card)\n", + " for i in range(card):\n", + " y[i] = i/card\n", + " addANumber = lambda A: np.array([A for i in range(100)])\n", + " x = np.concatenate((np.linspace(-1, 0, 100), x, np.linspace(1, 2, 100)))\n", + " y = np.concatenate((addANumber(0), y, addANumber(1)))\n", + " return x, y\n", + " \n", + "Ux, Uy = uniforme(0, 1, 200)\n", + "plt.plot(Ux, Uy, label='Loi uniforme')\n", + "plt.legend()" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "7139a7c7-a974-4a30-aa76-c1d298924972", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "def traceFctRepEmpirique01(ens):\n", + " card = len(ens)\n", + " x = np.concatenate((np.array([min(ens)-1]), ens, np.array([max(ens)+1])))\n", + " x.sort()\n", + " y = [0]\n", + " for i in range(card + 1):\n", + " y.append(i/card)\n", + " plt.step(x, y, label=f\"Card={card}\")\n", + " plt.legend()\n", + " plt.grid()\n", + " \n", + "traceFctRepEmpirique01([0, 1, 9, 6, 3, 12, 2, 9])\n", + "plt.figure()\n", + "for n in [5, 15, 100]:\n", + " traceFctRepEmpirique01(np.random.rand(n))\n", + "x,y = uniforme(0, 1, 200)\n", + "plt.plot(x,y, label='Fonction limite')\n", + "plt.legend()" + ] + }, + { + "cell_type": "markdown", + "id": "67f8652e-08ae-475e-b83b-5a3b1b457d78", + "metadata": {}, + "source": [ + "Fonction de répartition: 1 - exp(-lambda * x)\n", + "\n", + "Fonction inverse : -1/lambda * ln(1-U)" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "id": "a05d8992-dc36-4880-9018-33447c5de924", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(0.0, 3.0)" + ] + }, + "execution_count": 28, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "def inverse_F(U, lam):\n", + " return -1/lam * np.log(1-U)\n", + "\n", + "def simuExp():\n", + " return inverse_F(np.random.rand(), lam)\n", + "\n", + "def exponentielle(m):\n", + " return 1-np.exp(-lam * x)\n", + "\n", + "lam = 1\n", + "m = math.ceil(-np.log(0.05)/lam)\n", + "\n", + "for n in [100, 1000, 5000]:\n", + " traceFctRepEmpirique01([simuExp() for _ in range(n)])\n", + " \n", + "x = np.linspace(0, m, 200)\n", + "plt.plot(x, exponentielle(x), label='Fonction de répartion')\n", + "plt.legend()\n", + "plt.gca().set_xlim(0, m)" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "id": "3958036d-a251-4e77-ba1d-438d0c0be2a8", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(-12.706204736174696, 12.706204736174696)" + ] + }, + "execution_count": 29, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "def arct(X):\n", + " return np.arctan(X)/np.pi + 1/2\n", + "\n", + "def inverse_arct(X):\n", + " return np.tan(np.pi * (X - 1/2))\n", + "\n", + "def simuCauchy():\n", + " return inverse_arct(np.random.rand())\n", + "\n", + "m = np.tan(np.pi * 0.475)\n", + "\n", + "for n in [50, 100, 1000]:\n", + " traceFctRepEmpirique01([simuCauchy() for _ in range(n)])\n", + "\n", + "x = np.linspace(-m, m, 200)\n", + "plt.plot(x, arct(x), label='Fonction de répartion')\n", + "plt.legend()\n", + "plt.gca().set_xlim(-m, m)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.8" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/Statistiques/.DS_Store b/Statistiques/.DS_Store new file mode 100644 index 0000000000000000000000000000000000000000..9f982352551190aa8054abb25a40fd6759fa3467 GIT binary patch literal 6148 zcmeHKyG{c^3>-s>Aexkv`vsBm2TK$RIwbf2bkHD0goc9dD!wa!7RC=DqJsvB28|_q zcDHruT;Ht@^ap58~vW{HG8@n p*Fj;3c1(izv#v=4+n!!Z9)E%m" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "lam = 1\n", + "nb_repl = 100000\n", + "sample = np.random.exponential(lam, nb_repl)\n", + "intervalle = np.linspace(0, 5, 100)\n", + "plt.hist(sample, bins=intervalle, density=True, label='Echantillon')\n", + "\n", + "densite = stats.expon().pdf\n", + "plt.plot(intervalle, densite(intervalle), label='Fonction densité')\n", + "plt.legend()" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "168e2038-b080-4a28-b56a-61d6cd26c4d3", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "np_repl = 10000\n", + "sampleX, sampleY = 2*np.random.rand(np_repl)-1, 2*np.random.rand(np_repl)-1\n", + "\n", + "intervalle = np.linspace(-2, 2, 100)\n", + "plt.hist(sampleX + sampleY, bins=intervalle, density=True, label='Echantillon')\n", + "\n", + "densite = stats.uniform(-1, 2).pdf\n", + "plt.plot(intervalle, densite(intervalle), label='Fonction densité')\n", + "\n", + "plt.plot(intervalle, 1/4 * np.maximum(2 - np.abs(intervalle), 0), label='Fonction')\n", + "plt.legend()" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "9db2df29-5793-4275-be83-20e7a88ab194", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "lam = 1\n", + "nb_repl = 10000\n", + "sampleX, sampleY, sampleZ = np.random.exponential(lam, nb_repl), np.random.exponential(lam, nb_repl), np.random.exponential(lam, nb_repl)\n", + "intervalle = np.linspace(-5, 5, 100)\n", + "plt.hist(sampleX - sampleY/2, bins=intervalle, density=True, alpha=.7, label='Echantillon de X - Y/2')\n", + "plt.hist(sampleZ/2, bins=intervalle, density=True, alpha=.7, label='Echantillon de Z')\n", + "plt.legend()" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "14d34eed-3ca6-48c6-a004-97436d750d73", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "p = 1/2\n", + "nb_repl = 1000\n", + "\n", + "plt.figure(figsize=(18, 5))\n", + "for i, k in enumerate([10, 100, 1000]):\n", + " plt.subplot(1, 3, i+1)\n", + " sample = np.random.binomial(k, p, nb_repl)\n", + " intervalle = np.linspace(np.min(sample), np.max(sample), 100)\n", + " plt.hist(sample, bins=intervalle, density=True, label=f'Echantillon de X pour n={k}')\n", + " plt.legend()" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "0c6898fa-3cb8-4bec-9153-73ce08a95809", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "def sample_uniforme(N):\n", + " return 2*np.random.rand(N) - 1" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "63bd382b-8c4e-4eaa-93b3-20ae561811c9", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "image/png": 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "nb_repl = 100_000\n", + "nb_lgn = 1000\n", + "liste_Sn = []\n", + "\n", + "for _ in range(nb_lgn):\n", + " liste_Sn.append(np.mean(sample_uniforme(nb_repl)))\n", + " \n", + "nb_bins = 100\n", + "intervalles = np.linspace(np.min(liste_Sn), np.max(liste_Sn), nb_bins)\n", + "plt.hist(liste_Sn, density=True, bins=intervalles)\n", + "plt.show()\n", + "\n", + "plt.figure()\n", + "nb_bins = 100\n", + "intervalles = np.linspace(-1, 1, nb_bins)\n", + "plt.hist(liste_Sn, density=True, bins=intervalles)\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "41ddaed5-d548-43f5-97ab-148f653e99da", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "nb_repl = 100_000\n", + "nb_lgn = 1000\n", + "liste_Sn = []\n", + "\n", + "for _ in range(nb_lgn):\n", + " liste_Sn.append(np.mean(np.sqrt(3*nb_repl) * np.tan(np.pi/2 * sample_uniforme(nb_repl))))\n", + "\n", + "#nb_bins = 100\n", + "#intervalles = np.linspace(np.min(liste_Sn), np.max(liste_Sn), nb_bins)\n", + "#plt.hist(liste_Sn, density=True, bins=intervalles)\n", + "#plt.show()\n", + "\n", + "plt.figure()\n", + "densite = stats.norm(scale=1).pdf\n", + "nb_bins = 100\n", + "intervalles = np.linspace(-1000, 1000, nb_bins)\n", + "plt.hist(liste_Sn, density=True, bins=intervalles)\n", + "plt.plot(intervalle, densite(intervalle))\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "0733430b-464e-486b-a66e-e89c7abc37b9", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.8" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +}