diff --git a/TP-EDP.ipynb b/TP-EDP.ipynb index 2014a55..659212e 100644 --- a/TP-EDP.ipynb +++ b/TP-EDP.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 8, + "execution_count": 125, "metadata": {}, "outputs": [], "source": [ @@ -16,7 +16,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 126, "metadata": {}, "outputs": [], "source": [ @@ -95,7 +95,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 127, "metadata": {}, "outputs": [], "source": [ @@ -127,13 +127,16 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 128, "metadata": {}, "outputs": [], "source": [ "def f(x, y):\n", " return 2 * np.pi ** 2 * np.sin(np.pi * x) * np.sin(np.pi * y)\n", - " # return np.ones(x.shape[0])\n", + " # try:\n", + " # return np.ones(x.shape[0])\n", + " # except:\n", + " # return 1\n", "\n", "\n", "def u_ex(x, y):\n", @@ -141,21 +144,23 @@ "\n", "\n", "def u_d(x, y):\n", - " return np.zeros(x.shape[0])\n", - "\n", + " # return np.zeros(x.shape[0])\n", + " # return 1\n", + " return np.ones(x.shape[0])\n", "\n", "def g(x):\n", - " return np.cos(x)" + " # return np.cos(x)\n", + " return 1" ] }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 129, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -176,7 +181,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 130, "metadata": {}, "outputs": [], "source": [ @@ -217,12 +222,12 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 131, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", "text/plain": [ "
" ] @@ -297,7 +302,12 @@ "\n", "def untildage(x, dirichlet, U_d):\n", " x_untild = np.zeros(U_d.shape[0])\n", - " not_dirichlet = np.setdiff1d(range(n*n), dirichlet)\n", + " not_dirichlet = np.setdiff1d(range(U_d.shape[0]), dirichlet)\n", + "\n", + " # print(x_untild)\n", + " # print(not_dirichlet)\n", + " # print(dirichlet)\n", + " # print(x)\n", "\n", " x_untild[dirichlet] = U_d[dirichlet]\n", " x_untild[not_dirichlet] = x\n", @@ -333,7 +343,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 132, "metadata": {}, "outputs": [], "source": [ @@ -380,10 +390,53 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 133, "metadata": {}, - "outputs": [], - "source": [] + "outputs": [ + { + "data": { + "text/plain": [ + "array([[ 0.66666667, -0.16666667, -0.33333333, -0.16666667],\n", + " [-0.16666667, 0.66666667, -0.16666667, -0.33333333],\n", + " [-0.33333333, -0.16666667, 0.66666667, -0.16666667],\n", + " [-0.16666667, -0.33333333, -0.16666667, 0.66666667]])" + ] + }, + "execution_count": 133, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "def raideur_quadrangle(quadrangle):\n", + " x = quadrangle[:, 0]\n", + " y = quadrangle[:, 1]\n", + "\n", + " # calcul de la jacobienne\n", + " J_kk = np.array([[x[1] - x[0], x[3] - x[0]], [y[1] - y[0], y[3] - y[0]]])\n", + "\n", + " det_J_kk = np.linalg.det(J_kk)\n", + "\n", + " # on récupère les coefficients\n", + " coeffs = np.linalg.inv(np.matmul(J_kk.T, J_kk))\n", + " a = coeffs[0, 0]\n", + " b = coeffs[0, 1]\n", + " c = coeffs[1, 1]\n", + "\n", + " # on calcul M (on a calculé toutes les intégrales au préalable)\n", + " M = np.array(\n", + " [\n", + " [2 * a + 3 * b + 2 * c, -2 * a + c, -a - 3 * b - c, a - 2 * c],\n", + " [-2 * a + c, 2 * a - 3 * b + 2 * c, a - 2 * c, -a + 3 * b - c],\n", + " [-a - 3 * b - c, a - 2 * c, 2 * a + 3 * b + 2 * c, -2 * a + c],\n", + " [a - 2 * c, -a + 3 * b - c, -2 * a + c, 2 * a - 3 * b + 2 * c],\n", + " ]\n", + " )\n", + "\n", + " return det_J_kk / 6 * M\n", + "\n", + "raideur_quadrangle(ccs[e4[0]])" + ] }, { "cell_type": "markdown", @@ -394,17 +447,106 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 146, "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[-0.30555556 1.63888889 -1.67777778 2.11685185 -1.69356874 1.65116133\n", + " -0.30555556 -0.94444444 -0.61111111 -0.30555556 -0.61111111 -0.94444444\n", + " 1.31296296 1.77777778 1.31777778 -0.35296296]\n" + ] + }, + { + "data": { + "image/png": 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", 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" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "def assemblage_quadrangle(coords, elems4):\n", + " Ns = len(coords)\n", + " A = np.zeros((Ns, Ns))\n", + " for quadrangle in elems4:\n", + " M = raideur_quadrangle(coords[quadrangle])\n", + " for i, a in enumerate(quadrangle):\n", + " for j, b in enumerate(quadrangle):\n", + " A[a, b] += M[i, j]\n", + " return A\n", + "\n", + "def second_membre_quadrangle(coords, elem4, f):\n", + " Ns = len(coords)\n", + " b = np.zeros(Ns)\n", + " for quadrangle in elem4:\n", + " coords_triangle = coords[quadrangle]\n", + " centre = np.mean(coords_triangle, 0)\n", + "\n", + " # calcul de alpha\n", + " x = coords_triangle[:, 0]\n", + " y = coords_triangle[:, 1]\n", + " mat_alpha = np.array([[x[1] - x[0], x[2] - x[0]], [y[1] - y[0], y[2] - y[0]]])\n", + " alpha = np.linalg.det(mat_alpha)\n", + "\n", + " b[quadrangle] += alpha / 4 * f(centre[0], centre[1])\n", + "\n", + " return b\n", + "\n", + "def condition_neumann(ccs, nns):\n", + " Ns = len(ccs)\n", + " coeffs = np.zeros(Ns)\n", + " for i, j in nns:\n", + " point1 = ccs[i]\n", + " point2 = ccs[j]\n", + " \n", + " valeur = np.linalg.norm(point1 - point2) / 2 * g((point1 + point2) / 2)\n", + " coeffs[i] += valeur\n", + " coeffs[j] += valeur\n", + "\n", + " return coeffs\n", + "\n", + "#------------------------------------------------------------------------------------------------------------------------\n", + "\n", + "A3 = assemblage(ccs, e3)\n", + "A4 = assemblage_quadrangle(ccs, e4)\n", + "\n", + "b3 = second_membre(ccs, e3, f)\n", + "b4 = second_membre_quadrangle(ccs, e4, f)\n", + "\n", + "A = A3 + A4\n", + "b = b3 + b4\n", + "\n", + "# print(A)\n", + "\n", + "U_d = calcul_Ud(ccs, dds)\n", + "b -= np.dot(A, U_d)\n", + "b += condition_neumann(ccs, nns)\n", + "print(b)\n", + "\n", + "# print(b3)\n", + "# print(b4)\n", + "\n", + "# A_tild, b_tild, ccs_tild = tildage_quadrangle(A, b, ccs, dds, nns)\n", + "A_tild, b_tild, ccs_tild = tildage(A, b, ccs, dds)\n", + "\n", + "x = np.linalg.solve(A_tild, b_tild)\n", + "# print(x)\n", + "x_untild = untildage(x, dds, U_d)\n", + "\n", + "# print(A)\n", + "# print(b)\n", + "# print(U_d)\n", + "show(ccs, x_untild)\n", + "# show(ccs, u_ex(ccs[:, 0], ccs[:, 1]))" + ] } ], "metadata": {