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ArtStudies/M1/Numerical Methods/TP2_DANJOU_Arthur.ipynb

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{
"cells": [
{
"cell_type": "markdown",
"id": "7ddaf2c7",
"metadata": {},
"source": [
"# TP Noté : Discrétisation du modèle de Black-Scholes et pricing d'un option à barrière"
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "7b1b8868",
"metadata": {},
"outputs": [],
"source": [
"import matplotlib.pyplot as plt\n",
"import numpy as np\n",
"import scipy.stats as stats"
]
},
{
"cell_type": "markdown",
"id": "09c6f71a",
"metadata": {},
"source": [
"## Partie 1 : Discrétisation de l'EDS de Black-Scholes"
]
},
{
"cell_type": "markdown",
"id": "87e70063",
"metadata": {},
"source": [
"*Question 1*: La solution exacte de cette EDS est : $S_t = S_0 e^{(\\mu - \\frac{\\sigma^2}{2})t + \\sigma W_t}$\n",
"\n",
"*Question 2* :"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "7d147570",
"metadata": {},
"outputs": [],
"source": [
"def S(t, S0, mu, sigma, W):\n",
" \"\"\"\n",
" Solution exacte de l'EDS de Black-Scholes\n",
" \"\"\"\n",
" return S0 * np.exp((mu - 0.5 * sigma**2) * t + sigma * W)\n",
"\n",
"\n",
"def euler_maruyama(mu, sigma, T, N, X0=0.0):\n",
" \"\"\"\n",
" Simulation d'une EDS de Black-Scholes par la méthode d'Euler-Maruyama\n",
"\n",
" Paramètres :\n",
" mu (float) : drift\n",
" sigma (float) : volatilité\n",
" T (int) : temps final\n",
" N (int) : nombre de pas de temps\n",
" X0 (float) : valeur initiale\n",
"\n",
" Retourne :\n",
" t (array-like) : tableau des temps\n",
" X (array-like) : tableau des valeurs de l'EDS\n",
" \"\"\"\n",
" dt = T / N\n",
"\n",
" t = np.linspace(0, T, N + 1)\n",
" X = np.zeros(N + 1)\n",
"\n",
" X[0] = X0\n",
"\n",
" dW = np.random.normal(0, np.sqrt(dt), N)\n",
"\n",
" for i in range(N):\n",
" St = S(t[i], X[i], mu, sigma, dW[i])\n",
" X[i + 1] = X[i] + mu * St * dt + sigma * St * dW[i]\n",
"\n",
" return t, X\n",
"\n",
"\n",
"def plot_brownien(t, X, B=None):\n",
" \"\"\"\n",
" Plot la simulation d'Euler-Maruyama\n",
"\n",
" Paramètres :\n",
" t (array-like) : tableau des temps\n",
" X (array-like) : tableau des valeurs de l'EDS\n",
" B (float) : barrière (optionnelle)\n",
" \"\"\"\n",
" plt.plot(t, X, alpha=0.5, label=\"Euler-Maruyama\")\n",
" plt.title(\"Simulation d'Euler-Maruyama pour une EDS\")\n",
"\n",
" if B is not None:\n",
" plt.axhline(B, label=\"Barrière\", color=\"red\", linestyle=\"--\")\n",
"\n",
" plt.legend()\n",
" plt.xlabel(\"Temps\")\n",
" plt.ylabel(\"X(t)\")\n",
" plt.grid()"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "a05f9468",
"metadata": {},
"outputs": [
{
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",
"text/plain": [
"<Figure size 1000x600 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"S0 = 100\n",
"K = 100\n",
"sigma = 0.2\n",
"r = 0.05\n",
"mu = r\n",
"T = 1\n",
"B = 120\n",
"\n",
"t, X = euler_maruyama(mu=mu, sigma=sigma, T=T, N=1000, X0=S0)\n",
"plt.figure(figsize=(10, 6))\n",
"plot_brownien(t, X)\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"id": "a605d850",
"metadata": {},
"source": [
"*Question 3*:"
]
},
{
"cell_type": "code",
"execution_count": 12,
"id": "1cf7a286",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 1000x500 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"h_list = [0.01, 0.1, 0.5, 1.0]\n",
"N_list = [int(T / h) for h in h_list]\n",
"\n",
"np.random.seed(333)\n",
"\n",
"\n",
"def plot_convergence(S0, mu, sigma, T):\n",
" \"\"\"\n",
" Plot la convergence du schéma d'Euler-Maruyama\n",
"\n",
" Paramètres :\n",
" S0 (int) : valeur initiale\n",
" mu (float) : drift\n",
" sigma (float) : volatilité\n",
" T (int) : temps final\n",
" \"\"\"\n",
" errors = []\n",
"\n",
" for N in N_list:\n",
" dt = T / N\n",
" dW = np.random.normal(0, np.sqrt(dt), N)\n",
"\n",
" exact = S(T, S0, mu, sigma, dW)\n",
" _, X = euler_maruyama(mu=mu, sigma=sigma, T=T, N=N, X0=S0)\n",
"\n",
" errors.append(np.max(np.abs(X[1:] - exact)))\n",
"\n",
" plt.plot(np.log(h_list), np.log(errors), \"o-\", label=\"Erreur numérique\")\n",
" plt.plot(np.log(h_list), 0.5 * np.log(h_list), \"--\", label=\"Ordre 1/2\")\n",
" plt.plot(np.log(h_list), np.log(h_list), \"--\", label=\"Ordre 1\")\n",
" plt.plot(np.log(h_list), 2 * np.log(h_list), \"--\", label=\"Ordre 2\")\n",
" plt.xlabel(\"log(h)\")\n",
" plt.ylabel(\"log(Erreur)\")\n",
" plt.title(\"Convergence du schéma d'Euler-Maruyama\")\n",
" plt.legend()\n",
" plt.grid(True)\n",
"\n",
"\n",
"plt.figure(figsize=(10, 5))\n",
"plot_convergence(S0, r, sigma, T)\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"id": "c71cb5db",
"metadata": {},
"source": [
"L'ordre de convergence forte du schéma d'Euler-Maruyama est **${\\frac{1}{2}}$**"
]
},
{
"cell_type": "markdown",
"id": "b384a5de",
"metadata": {},
"source": [
"## Partie 2 : Pricing d'une option à barrière de type \"Up-and-Out Call\""
]
},
{
"cell_type": "markdown",
"id": "8b3d7e75",
"metadata": {},
"source": [
"*Question 1*: Sous la mesure risque-neutre, l'équation de Black-Scholes s'écrit :\n",
"\n",
"$dS_t = r S_t dt + \\sigma S_t d\\tilde{W_t}$\n",
"- $r$ est le taux d'intérêt\n",
"- $\\tilde{W_t} = W_t + \\lambda t$ avec $\\lambda = \\frac{\\mu - r}{\\sigma}$\n",
"\n",
"La solution s'écrit : $S_t = S_0 e^{(r - \\frac{\\sigma^2}{2})t + \\sigma \\tilde{W_t}}$"
]
},
{
"cell_type": "markdown",
"id": "cbcbf31b",
"metadata": {},
"source": [
"*Question 2*:"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "ca7a09fd",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 1000x600 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"La barrière n'a pas été franchie\n"
]
}
],
"source": [
"t, X = euler_maruyama(mu=r, sigma=sigma, T=T, N=1000, X0=S0)\n",
"plt.figure(figsize=(10, 6))\n",
"plot_brownien(t, X, B=B)\n",
"plt.show()\n",
"\n",
"\n",
"def is_barrier_breached(X, B):\n",
" \"\"\"Renvoie True si la barrière est franchie, False sinon\n",
" La barrière est franchie si X >= B\n",
"\n",
" Paramètres:\n",
" X (array-like): Trajectoire des valeurs\n",
" B (float): Valeur de la barrière\n",
"\n",
" Retourne:\n",
" bool: True si la barrière est franchie, False sinon\n",
" \"\"\"\n",
" return any(X >= B)\n",
"\n",
"\n",
"print(\n",
" \"La barrière a été franchie\"\n",
" if is_barrier_breached(X, B)\n",
" else \"La barrière n'a pas été franchie\"\n",
")"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "0440a6ad",
"metadata": {},
"outputs": [],
"source": [
"def plot_browniens(trajectories, B):\n",
" \"\"\"Trace les trajectoires de Brownien et la barrière\n",
"\n",
" Paramètres:\n",
" trajectories (list of tuples): Liste des trajectoires avec le temps et les valeurs\n",
" B (float): Valeur de la barrière\n",
" \"\"\"\n",
" for t, X in trajectories:\n",
" col = \"pink\" if is_barrier_breached(X, B) else \"lime\"\n",
" plt.plot(t, X, alpha=0.5, color=col)\n",
" plt.title(\"Simulation d'Euler-Maruyama pour une EDS\")\n",
"\n",
" plt.axhline(B, label=\"Barrière\", color=\"red\", linestyle=\"--\")\n",
"\n",
" plt.legend()\n",
" plt.xlabel(\"Temps\")\n",
" plt.ylabel(\"X(t)\")\n",
" plt.grid()\n",
"\n",
"\n",
"def payoff(X, B, K):\n",
" \"\"\"Calcule le payoff d'une option en fonction des trajectoires.\n",
"\n",
" Paramètres:\n",
" X (list): Liste des valeurs de la trajectoire.\n",
" B (float): Valeur de la barrière.\n",
" K (float): Prix d'exercice de l'option.\n",
"\n",
" Retourne:\n",
" float: Valeur du payoff de l'option.\n",
" \"\"\"\n",
" if not is_barrier_breached(X, B):\n",
" return max(X[-1] - K, 0)\n",
" else:\n",
" return 0\n",
"\n",
"\n",
"def call_BS(x):\n",
" \"\"\"Calcul du prix d'une option d'achat européenne selon le modèle de Black-Scholes en fonction de x.\n",
"\n",
" Paramètres:\n",
" x (float): Le prix de l'actif sous-jacent.\n",
"\n",
" Retourne:\n",
" float: Le prix de l'option d'achat européenne.\n",
" \"\"\"\n",
" d1 = (np.log(x / K) + (r + 0.5 * sigma**2) * T) / (sigma * np.sqrt(T))\n",
" d2 = d1 - sigma * np.sqrt(T)\n",
" return x * stats.norm.cdf(d1) - K * np.exp(-r * T) * stats.norm.cdf(d2)\n",
"\n",
"\n",
"def compute_payoff_BS():\n",
" \"\"\"Calcul du prix d'une option d'achat Up-and-Out selon le modèle de Black-Scholes en fonction de la barrière.\n",
"\n",
" Retourne:\n",
" float: Le prix de l'option d'achat Up-and-Out.\n",
" \"\"\"\n",
" lam = (r + 0.5 * sigma**2) / sigma**2\n",
" return (\n",
" call_BS(S0)\n",
" - call_BS(S0) * (S0 / B) ** (2 * lam)\n",
" + (S0 / B) ** (lam - 1)\n",
" * (call_BS(B**2 / S0) - (S0 / B) ** 2 * call_BS(B**2 / S0))\n",
" )\n",
"\n",
"\n",
"def compute_payoff(trajectories, B, K):\n",
" \"\"\"Calcule le payoff d'une option en fonction des trajectoires.\n",
"\n",
" Paramètres:\n",
" trajectories (list of tuples): Liste des trajectoires avec le temps et les valeurs.\n",
" B (float): Valeur de la barrière.\n",
" K (float): Prix d'exercice de l'option.\n",
"\n",
" Retourne:\n",
" float: Valeur du payoff de l'option.\n",
" \"\"\"\n",
" return np.mean([payoff(X, B, K) for (_, X) in trajectories])"
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "2de6a625",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 1000x600 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Moyenne des payoffs actualisés: 1.4768275985983736\n",
"Comparaison avec la formule de Black-Scholes: 17.998941120931214\n"
]
}
],
"source": [
"N_trajectories = 1000\n",
"trajectories = [\n",
" (t, X)\n",
" for (t, X) in [\n",
" euler_maruyama(mu=r, sigma=sigma, T=T, N=1000, X0=S0)\n",
" for _ in range(N_trajectories)\n",
" ]\n",
"]\n",
"plt.figure(figsize=(10, 6))\n",
"plot_browniens(trajectories, B=B)\n",
"plt.show()\n",
"\n",
"payoffs = compute_payoff(trajectories, B, K)\n",
"payoffs_BS = compute_payoff_BS()\n",
"print(\"Moyenne des payoffs actualisés:\", np.mean(payoffs))\n",
"print(\"Comparaison avec la formule de Black-Scholes:\", payoffs_BS)"
]
},
{
"cell_type": "markdown",
"id": "5671e9e8",
"metadata": {},
"source": [
"## Partie 3 : Analyse d'erreur et convergence"
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "2dcb9c95",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 1000x500 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"N_list = [10, 25, 50, 100, 200, 500, 1000]\n",
"\n",
"np.random.seed(333)\n",
"\n",
"\n",
"def plot_payoff_errors():\n",
" \"\"\"Trace l'erreur de convergence du payoff actualisé en fonction de N.\"\"\"\n",
" errors = []\n",
"\n",
" for N in N_list:\n",
" trajectories = [\n",
" (t, X)\n",
" for (t, X) in [\n",
" euler_maruyama(mu=r, sigma=sigma, T=T, N=N, X0=S0)\n",
" for _ in range(N_trajectories)\n",
" ]\n",
" ]\n",
" payoff_BS = compute_payoff_BS()\n",
" payoffs = compute_payoff(trajectories, B, K)\n",
"\n",
" errors.append(np.max(np.abs(payoffs - payoff_BS)))\n",
"\n",
" plt.plot(np.log(N_list), np.log(errors), \"o-\", label=\"Erreur numérique\")\n",
" plt.plot(np.log(N_list), 0.5 * np.log(N_list), \"--\", label=\"Ordre 1/2\")\n",
" plt.plot(np.log(N_list), np.log(N_list), \"--\", label=\"Ordre 1\")\n",
" plt.plot(np.log(N_list), 2 * np.log(N_list), \"--\", label=\"Ordre 2\")\n",
" plt.xlabel(\"log(h)\")\n",
" plt.ylabel(\"log(Erreur)\")\n",
" plt.title(\"Convergence de l'erreur du payoff actualisé\")\n",
" plt.legend()\n",
" plt.grid(True)\n",
"\n",
"\n",
"plt.figure(figsize=(10, 5))\n",
"plot_payoff_errors()\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"id": "8005cd64",
"metadata": {},
"source": [
"*Question 2*: On observe que plus le pas de discrétisation est petit, plus lapproximation du payoff se rapproche de sa courbe réelle. Cela permet de mieux capturer les franchissements de barrière pouvant se produire entre deux instants de discrétisation, réduisant ainsi les erreurs liées à la non-détection de ces événements."
]
}
],
"metadata": {
"kernelspec": {
"display_name": "studies",
"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": "3.13.3"
}
},
"nbformat": 4,
"nbformat_minor": 5
}