From 4656ce57bbd8de06d2a40e06f552ba5fb3135af7 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Laure=CE=B7t?= Date: Sun, 3 Apr 2022 22:42:26 +0200 Subject: [PATCH] 2/3 trucs --- TP-EDP.ipynb | 146 ++++++++++++++++++++++++++++----------------------- 1 file changed, 81 insertions(+), 65 deletions(-) diff --git a/TP-EDP.ipynb b/TP-EDP.ipynb index f6e2c5b..427ce20 100644 --- a/TP-EDP.ipynb +++ b/TP-EDP.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 54, + "execution_count": 134, "metadata": {}, "outputs": [], "source": [ @@ -12,7 +12,7 @@ }, { "cell_type": "code", - "execution_count": 55, + "execution_count": 135, "metadata": {}, "outputs": [], "source": [ @@ -91,16 +91,17 @@ }, { "cell_type": "code", - "execution_count": 56, + "execution_count": 136, "metadata": {}, "outputs": [], "source": [ - "def show(coordinates, u) -> None:\n", + "def show(coordinates, u, title) -> None:\n", " \"\"\"Fonction d'affichage de la solution u sur le maillage defini par elements3, coordinates.\n", "\n", " Args:\n", " coordinates: matrice a deux colonnes. Chaque ligne contient les coordonnes 2D d'un des points de la discretisation. Ces sommets seront identifies a l'indice de la ligne correspondante dans la matrice coordinates.\n", " u: vecteur colonne de longueur egale au nombre de lignes de coordinates contenant les valeurs de la solution a afficher aux points de la discretisation.\n", + " title: le titre de la figure\n", "\n", " Returns:\n", " None, plots a figure\n", @@ -110,6 +111,7 @@ " ax.plot_trisurf(\n", " coordinates[:, 0], coordinates[:, 1], u, linewidth=0.2, antialiased=True\n", " )\n", + " plt.title(title)\n", " plt.show()" ] }, @@ -134,25 +136,25 @@ }, { "cell_type": "code", - "execution_count": 57, + "execution_count": 137, "metadata": {}, "outputs": [], "source": [ - "def f(x, y):\n", + "def f(x, y) -> np.ndarray:\n", " return 2 * np.pi ** 2 * np.sin(np.pi * x) * np.sin(np.pi * y)\n", "\n", "\n", - "def u_ex(x, y):\n", + "def u_ex(x, y) -> np.ndarray:\n", " return np.sin(np.pi * x) * np.sin(np.pi * y)\n", "\n", "\n", - "def u_d(x, y):\n", + "def u_d(x, y) -> np.ndarray:\n", " return np.zeros(x.shape[0])" ] }, { "cell_type": "code", - "execution_count": 58, + "execution_count": 138, "metadata": {}, "outputs": [ { @@ -203,22 +205,13 @@ ")" ] }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "$$\n", - "[M^A_T]_{ij} = \\displaystyle \\int_T \\nabla \\eta_i (x, y) \\eta_j (x, y) \\ dx \\ dy\n", - "$$\n" - ] - }, { "cell_type": "code", - "execution_count": 59, + "execution_count": 139, "metadata": {}, "outputs": [], "source": [ - "def calcul_alpha(x, y):\n", + "def calcul_alpha(x, y) -> float:\n", " \"\"\"Calcul du coefficient alpha.\n", "\n", " Args:\n", @@ -226,7 +219,7 @@ " y (np.array): les coordonnées y du triangle.\n", "\n", " Returns:\n", - " float: le coefficient alpha.\n", + " alpha: le coefficient alpha.\n", " \"\"\"\n", " mat_alpha = np.array(\n", " [\n", @@ -238,9 +231,16 @@ " return np.linalg.det(mat_alpha)" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "$$[M^A_T]_{ij} = \\displaystyle \\int_T \\nabla \\eta_i (x, y)^\\top \\eta_j (x, y) \\ dx \\ dy$$" + ] + }, { "cell_type": "code", - "execution_count": 60, + "execution_count": 140, "metadata": {}, "outputs": [ { @@ -251,13 +251,13 @@ " [-0.5, 0. , 0.5]])" ] }, - "execution_count": 60, + "execution_count": 140, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "def raideur(triangle):\n", + "def raideur(triangle) -> np.ndarray:\n", " \"\"\"Construction de la matrice de raideur ́elementaire relative à un ́élément triangle.\n", "\n", " Args:\n", @@ -298,11 +298,11 @@ }, { "cell_type": "code", - "execution_count": 61, + "execution_count": 141, "metadata": {}, "outputs": [], "source": [ - "def assemblage(coordinates, elements3):\n", + "def assemblage(coordinates, elements3) -> np.ndarray:\n", " \"\"\"Assemblage de la matrice A dans le cas d'un maillage constitué uniquement d'éléments triangles.\n", "\n", " Args:\n", @@ -326,11 +326,11 @@ }, { "cell_type": "code", - "execution_count": 62, + "execution_count": 142, "metadata": {}, "outputs": [], "source": [ - "def second_membre(coordinates, elements3):\n", + "def second_membre(coordinates, elements3) -> np.ndarray:\n", " \"\"\"Calcul le second membre.\n", "\n", " Args:\n", @@ -358,11 +358,11 @@ }, { "cell_type": "code", - "execution_count": 63, + "execution_count": 143, "metadata": {}, "outputs": [], "source": [ - "def calcul_Ud(coords, dirichlet):\n", + "def calcul_Ud(coords, dirichlet) -> np.ndarray:\n", " \"\"\"Calcul le vecteur Ud nécéssaire à l'application des conditions de Dirichlet.\n", "\n", " Args:\n", @@ -382,7 +382,7 @@ }, { "cell_type": "code", - "execution_count": 64, + "execution_count": 144, "metadata": {}, "outputs": [], "source": [ @@ -412,11 +412,11 @@ }, { "cell_type": "code", - "execution_count": 65, + "execution_count": 145, "metadata": {}, "outputs": [], "source": [ - "def untildage(x, dirichlet, U_d):\n", + "def untildage(x, dirichlet, U_d) -> np.ndarray:\n", " \"\"\"Opération inverse de la fonction tildage, place dans le vecteur x aux coordonnées de dirichlet les valeurs des conditions\n", "\n", " Args:\n", @@ -438,12 +438,12 @@ }, { "cell_type": "code", - "execution_count": 66, + "execution_count": 146, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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", 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", 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" ] @@ -492,10 +492,10 @@ "x_untild = untildage(x, dirichlet, U_d)\n", "\n", "# on affiche le résultat\n", - "show(coords, x_untild)\n", + "show(coords, x_untild, \"solution calculée\")\n", "\n", "# on compare avec le résultat théorique exacte\n", - "show(coords, u_ex(coords[:, 0], coords[:, 1]))" + "show(coords, u_ex(coords[:, 0], coords[:, 1]), \"résultat théorique\")" ] }, { @@ -507,28 +507,30 @@ }, { "cell_type": "code", - "execution_count": 67, + "execution_count": 147, "metadata": {}, "outputs": [], "source": [ - "def f(x, y):\n", + "def f(x, y) -> int:\n", " return 1\n", "\n", "\n", - "def u_d(x, y):\n", + "def u_d(x, y) -> int:\n", " return 1\n", "\n", "\n", - "def g(x):\n", + "def g(x) -> int:\n", " return 1" ] }, { "cell_type": "code", - "execution_count": 68, + "execution_count": 148, "metadata": {}, "outputs": [], "source": [ + "# Création d'un maillage mixte\n", + "\n", "e3 = np.array(\n", " [[1, 2, 12], [2, 3, 12], [3, 4, 14], [4, 5, 14], [2, 15, 3], [3, 15, 4]]\n", ").astype(int)\n", @@ -572,7 +574,7 @@ }, { "cell_type": "code", - "execution_count": 69, + "execution_count": 149, "metadata": {}, "outputs": [ { @@ -584,13 +586,13 @@ " [-0.16666667, -0.33333333, -0.16666667, 0.66666667]])" ] }, - "execution_count": 69, + "execution_count": 149, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "def raideur_quadrangle(quadrangle):\n", + "def raideur_quadrangle(quadrangle) -> np.ndarray:\n", " \"\"\"Construction de la matrice de raideur ́elementaire relative à un ́élément quadrangle.\n", "\n", " Args:\n", @@ -630,11 +632,11 @@ }, { "cell_type": "code", - "execution_count": 70, + "execution_count": 150, "metadata": {}, "outputs": [], "source": [ - "def assemblage_quadrangle(coordinates, elements4):\n", + "def assemblage_quadrangle(coordinates, elements4) -> np.ndarray:\n", " \"\"\"Assemblage de la matrice A dans le cas d'un maillage constitué uniquement d'éléments quadrangles.\n", "\n", " Args:\n", @@ -658,11 +660,11 @@ }, { "cell_type": "code", - "execution_count": 71, + "execution_count": 151, "metadata": {}, "outputs": [], "source": [ - "def second_membre_quadrangle(coordinates, elements4):\n", + "def second_membre_quadrangle(coordinates, elements4) -> np.ndarray:\n", " \"\"\"Calcul le second membre.\n", "\n", " Args:\n", @@ -689,11 +691,11 @@ }, { "cell_type": "code", - "execution_count": 72, + "execution_count": 152, "metadata": {}, "outputs": [], "source": [ - "def condition_neumann(coordinates, neumann):\n", + "def condition_neumann(coordinates, neumann) -> np.ndarray:\n", " \"\"\"Calcul le vecteur nécéssaire à l'application des conditions de Neumann.\n", "\n", " Args:\n", @@ -718,12 +720,12 @@ }, { "cell_type": "code", - "execution_count": 73, + "execution_count": 153, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -764,7 +766,7 @@ "x_untild = untildage(x, dds, U_d)\n", "\n", "# on affiche le résultat\n", - "show(ccs, x_untild)" + "show(ccs, x_untild, \"résultat numérique\")" ] }, { @@ -783,25 +785,25 @@ }, { "cell_type": "code", - "execution_count": 74, + "execution_count": 154, "metadata": {}, "outputs": [], "source": [ - "def f(x, y):\n", + "def f(x, y) -> np.ndarray:\n", " return 2 * np.pi ** 2 * np.sin(np.pi * x) * np.sin(np.pi * y)\n", "\n", "\n", - "def u_ex(x, y):\n", + "def u_ex(x, y) -> np.ndarray:\n", " return np.sin(np.pi * x) * np.sin(np.pi * y)\n", "\n", "\n", - "def u_d(x, y):\n", + "def u_d(x, y) -> np.ndarray:\n", " return np.zeros(x.shape[0])" ] }, { "cell_type": "code", - "execution_count": 75, + "execution_count": 155, "metadata": {}, "outputs": [ { @@ -841,7 +843,7 @@ }, { "cell_type": "code", - "execution_count": 76, + "execution_count": 156, "metadata": {}, "outputs": [ { @@ -886,6 +888,13 @@ "print(f\"regression linéaire: {reg}\")" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "On observe alors que l'on obtient un ordre de discrétisation d'environ 2." + ] + }, { "cell_type": "markdown", "metadata": {}, @@ -895,7 +904,7 @@ }, { "cell_type": "code", - "execution_count": 77, + "execution_count": 157, "metadata": {}, "outputs": [ { @@ -928,16 +937,16 @@ }, { "cell_type": "code", - "execution_count": 78, + "execution_count": 158, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 78, + "execution_count": 158, "metadata": {}, "output_type": "execute_result" }, @@ -962,6 +971,13 @@ "plt.grid()\n", "plt.legend()" ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "On observe que la matrice L possède moins de zeros que la matrice A, il n'est donc pas bénéfique de l'utiliser pour gagner en espace mémoire lors d'un stockage creux (surtout pour n très grand)." + ] } ], "metadata": {