{ "cells": [ { "cell_type": "code", "execution_count": 6, "id": "0c5f0efe", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "**** GS SOLVE ****\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "C:\\Users\\John\\anaconda3\\lib\\site-packages\\ipykernel_launcher.py:21: MatplotlibDeprecationWarning: Case-insensitive properties were deprecated in 3.3 and support will be removed two minor releases later\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Converged after 17500 iterations\n", "Operation count: 11312000\n", "GS took : 5.73438 secs\n", "**** MULTIGRID SOLVE ****\n", "Converged after 19 iterations\n", "This is 19 solution iterations on the fine mesh\n", "Operation count: 60800\n", "MG took : 0.125 secs\n", "Operation count ratio (GS/MG): 186.053\n", "MultiGrid was 45.875 times faster than Gauss-Seidel !!!\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "C:\\Users\\John\\anaconda3\\lib\\site-packages\\ipykernel_launcher.py:86: MatplotlibDeprecationWarning: Case-insensitive properties were deprecated in 3.3 and support will be removed two minor releases later\n" ] }, { "data": { "image/png": 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\n", 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\n", 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\n", 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6CjqRU8DHW4/wwaYkvtl9FLdCx/h6XNa7OZf3aUHrRmW0z1eBrYfT+cN7W9h08ASX9Erg8dE9aBgdVn7FokKYdSkkbYJJyyCvHjRvDmEVqFtLlTUegVeJQEQaAvOAtsA+YIyqppVSbgTwL5xRyF5V1Wme3x8FbgVSPUX/oKpLytuuJQJjqseu5EweWPA96/an0b5xNPdd1IWLezSr0jP31Mx8lm5J4oNNSazedxyA01vHcUXfFlzSq3nFDtIVsPHgCZ7/dBfLt6cQFxXK46N7cGnv5hVfwUdTYdVLcNUM6Hl1lcTka9WVCJ4EjqvqNBF5AGigqlNLlAkGfgAuwBnEfg0wVlW3eRJBlqr+szLbtURgTNVSVeatOcijH2wlOiyEey/swjX9W/48CHs1OXQil0UbD/P+hkPsTM4kJEg4v3MTRvdtwfBu8USFVa71WlVZsy+Nf3+6iy93HSUuKpSbz27HhEFty74hXJzb7bwdvPltWHALDJwCF087xb2rfaprhLLRwGDP91nASmBqiTIDgB9VdY8nkLmeetu83LYxpgpk5BXy4ILv+XBzEmd3bMQzY/oQHxNRfsUq0CIukimDOzBlcAe2J2Xw/oZDLNx4mBU7UggOEjo3rU+fVrH0bhlHr5ZxNKkfTnCQ/G8qcitbD6ez4cAJ1u9PY8PBExzPLqBxvTAeuLgr489sQ72SfQWVRRXGjYNODSD8PWg9CC58vHr/ALWEt4mgqaomAahqkojEl1KmBXCw2HwiMLDY/F0iciOwFri3tKYlABGZDEwGaO2j8T6NqWvWH0jj7jkbSErP4/cXdWHK+R0ICvLNUz3dEmLolhDD1BFdWbX3ON/uPsrGxHSWfH+EOasPllu/Q5NohnWN54x2Dbm0V3MiwyrZ5cPTT8PCeXBrPagXDhc8C8H+/cZwRZWbCERkOVDa7fWHKriN0v5X/dQe9SLwuGf+ceAp4ObSVqKq04Hp4DQNVXDbxpgyLFifyNR3NxNfP4L5t51FvzYNfB0SAEFBwlkdGv2v/39VZf+xHDYlniAjt5Ait1KkTk+hitIpvj59W8cRF+XFvYXPPoOpU2FMJMQKzDwBW+933hwOAOUmAlUdXtYyEUkWkQTP1UACkFJKsUSgVbH5lsBhz7qTi63rFWBxRQM3xpwaVeX5T3/kqWU/MKhDI168vh+xUbX3zFdEaNs4mraNo6tnAwcOwLXXwjnB0Nnz5nBWfecKIUB4eydoETDB830CUFr6XAN0EpF2IhIGXOephyd5/OQKYIuX8RhjTqKwyM2DC77nqWU/cEXfFsycOKBWJ4Fql50No0dDwzQYHAEbC2BtIbzxBnTo4Ovoaoy39wimAfNFZBJwALgGQESa4zwmOlJVXSJyF/AxzuOjr6nqVk/9J0WkD07T0D7gNi/jMcaUISvfxZ1vrufzH1K5a0hH7r2wc63q+qHGqcLEiXBoM0yKhkNF8GEePPIIXHKJr6OrUfZCmTEBICUjj4kz17DjSCaPj+7BuIH2wAV/+Qv85U/O2AKhwCvZMPxyeOcdvx1gpjzV9fioMaaW25WcyU3/XUNaTgGv3tifIV1Le7gvwCxcCA//Ea6PghiBmTnQpju8/nqdTQInY4nAmDrs5/72g5k3+Sx6toz1dUi+t2ULjB8PF4ZD+xB4PxdyY+GLhVCvnq+j8wlLBMbUUW+vPciDC76nbeNo/nuy/vYDSVISXHopdMqHgZHwbT5sccOyd6B9e19H5zOWCIypY9xu5allO/nPZ7s5p2Nj/nP96RXrXqGuy8iAkSMh+CBcEgU/umBZPvz7eRgyxNfR+ZQlAmPqkLzCIu59exMfbk5i7IBW/Hl0j2rvL8hvbNwIaTthXBSkuOHtHLh1Mtxxh68j8zlLBMbUEUez8rn19bVsOHCCBy/uyuTz2gf246EldW8Bk+PhaJoz5vDwkfCf/4D9jSwRGFMX7ErO5OZZa0jNzOel8aczokdC+ZUCSdo+Z2yBkGAYOx8SZ8B//wshdggESwQmwKkqWw5l8MWuVI6k55GamU9KZh4pmfkUFrlpFhtJQkwECXERJMRGcFpCLAPaNTz58IY17OOtR7jv7U2Ee54M6t0qztch1S7piU4SKMyBCYuhWQ+Yf5Gvo6pVLBGYgJSYlsPCjYdZsD6R3anZAMRGhhJfP5z4mHDOaNuQ0GAhKT2PH1Oz+HJXKtkFRQDUCw/h/M5NGNYtniFd4mlQRQOpVNbx7AIeWbSVDzYdpnvzGF6+oR8tG9iTQQBkZUFODgSlw+wrIC8dJixykoD5FUsEJqCsP5DGP5bu5Ns9xwA4o20DJp3TnpE9m5Xbe2V6biFr9h5nxY5klm9P4cPvkwgSGNShMZf1ac6IHs1OOo5vVfpwcxIPL9xCRl4h917QmdsHd7Cbwj85eBCuuAKis2FkvnMP4KbFkNDb15HVWtbFhAkIqZn5/H3pDt5Zl0jTmHDGD2zD5X1bnPKz9W638v2hdJZtS+aDzYfZfyyHsJAghnWNZ3Sf5gzuEk9EaCX7w6+A3alZ/GPpTpZuPUKvlrH84+redGlWv8q347e++AKuvhoapcHlkaBhcNdn0LKnryOrFayLCROQCovcvP7tfp5d9gN5riJuP78DvxnakeiKjlpVhqAgoXerOHq3iuPeCzuzKTGd9zccYvHmJD7acoT64SGM6NGMy/u24Mz2jQj2crCXdfuP8/Lne1i2PZmw4CCmjujKree2O+XB5OucwkKn76AnnoBzQ+D8KEgsgvnHwT0bnnzS1xHWanZFYOqsvUezuePN9WxPyuC8zk145NLT6NCkersQcBW5+XbPMRZuPMzSLUfIynfRpH44I3s0Y0C7RvRtHUfzuMhy16OqJGfks3b/cWZ+vY+1+9OIjQxlwlltuHFQWxrXC6/W/fAr69bB5MmwZwOMjoS2IbChwOlJdOSlTpfSMTG+jrJWqJbB633FEoEpz7JtydwzbyMhwcLfruzFRd2b1vgz9XmFRXy6I4WFGw+xcmcq+S43AM1iIujbOo6O8fWICA0mLDiIsBBnSjqRy/eH0vn+UAZHs/IBZ1zfW85tx5j+rby+kqlT9u6FP/0J5rwJ/UNhWAS4gaV5sKnQ6U764YcDshO5slgiMAGhyK08s+wHnv/sR3q1jOWF60+vFU/SFLjc7DiS4QyyfiCN9QfSOHg891flggQ6xdenR4tYeraIoUeLWHq3irMbwT9xuWDlSudFsEWLoHMQDAuHxsGw2wWLciEyHmbMCLgxBSrCEoGp89KyC7h77ga+3HWU685oxaOXda+WG7ZVRVUpLFLyXUUUuNzku9w0iAqr/KDrgeJf/4LHH4fsY9ArFAaEQaNgSC2C5fnwgwvGjIEXXoBGjXwdba1ULTeLRaQhMA9oizPC2BhVTSul3GvAKCBFVXtUtr4x5Tl4PIcbZqzi8Ik8pl3Zk+sG1P6BV0SEsBCpVS+nVRlVSE6GnTudHj+PHHE6fSsocKb8fOfT5QK3G4qKnMnlgvvug379fl5XYS4kbYaMz2BkLrSt71w6HXTByhzY6oKeveDjf8CFF/pun/2Ytw2ODwArVHWaiDzgmZ9aSrmZwPPA66dY35gy7TiSwY0zVlNQ5GbO5DPp16aBr0MyU6bAqy9DoyCoLxAdBOFAsDgjpQfjHMyDAPFM4Mx/mQV7GkNWCpw4ABmJoM79FeoLfF0A2wrhiBt694aZ98D110OwXUmdKm8TwWhgsOf7LGAlpRzIVfULEWl7qvWNKcuafceZNHMNUWEhvH3bWXRqas/U+0zmEdj9Gez9HBI+hj94ztxPxq3OiOXgfCqQsR6CmkJ0Y2h9JjRoC837QkwnaNkF4uKcMQVuvhnOO886jasC3iaCpqqaBKCqSSJS2THwKlxfRCYDkwFat679l/2m+n26I5kpb6ynRVwkr08aUCtuCgeM/fudxzKn3gfbFsHGN2HPSkAhqhHEdoCFSU77fYZClhvygSJ1nuwpwvkszV8fhLsfLH3ZN984zUahNr5CVSo3EYjIcqBZKYseqvpwyqaq04Hp4Nwsrsltm9pnwfpEfv/OZk5LiGHmxDNoZM/V14ycHOeG7bNPQQ9AZkDBMYhtDef9HrpdCk17wIED8IfToFt3GNAOmjWDBg0gPBzCwpwpNNSZgoN/OfXpU/b2zzyzpvY0oJSbCFR1eFnLRCRZRBI8Z/MJQEolt+9tfROAZny1l8cXb2NQh0ZMv7E/9ezZ+prx8cdw++3OCF+3RkLDIEjOgTvfho7Df/m8fps2kJlp7fZ+wtvHFRYBEzzfJwALa7i+CSCqyj8+3sHji7dxcY9m/HfiGZYEakJhIfz+93DFxdAvGcZHO237s7PhuWQ4EPTrl7ZELAn4EW8TwTTgAhHZBVzgmUdEmovIkp8Kicgc4Fugi4gkisikk9U3pqQCl5t7397Efz7bzdgBrXl+3OmEh9iBptodOuTckJ33DNwWDd1C4NM8eCkb8ps5L26df76vozRe8up0SlWPAcNK+f0wMLLY/NjK1DemuMy8Qu54cz1f7jrKPRd05jdDO9oQjDVh82ZnsPcWqXBTFJxQmJENycDdv4U//xnq21NadYFdV5taLTkjj5v+u4ZdyZn84+peXNO/la9DCgzLlsHVV8GgAhgYATsK4f1caNISvpgLZ5/t6whNFbJEYGqtXcmZTHhtNem5hcy46QzO79zE1yEFhg8+gGuvhkuDoVs4fJsPy/JhxMUwe7Z131AH1cF3201dsGrPMa568RsK3cq8286yJFBT3nsPxlwFVwRDt1D4KBc+yYe7fuMkCEsCdZJdEZhaZ/Hmw9wzbxOtGkYyc+KAUx5FzFTSl1/CuDFwdRi0D3Z68txQCE8/Db/7na+jM9XIEoGpNbLzXUz7aAezv9vPGW0b8MqN/csdR9hUodP7wJRWUP8oLMyDzS6YPh1uvdXXkZlqZomgjsvKd/F9Yjq7UjJRdYZYDAkSgoOE+uEh9GwZS4u4SJ8/hbN673Hue3sTB9NymHROO35/UZda3YV0neN2w9J7IOYYHO8Hmz93Hg2dONHXkZkaYImgjskpcLFw42HW7DvO5sR0dqdmUd6QE03qh9O3VRx9WzdgQLsG9GnVwOsxdisqr7CIpz7Zyatf7aVlg0jm3nomA9tbO3SN++Qh+H4+DP0TnHsvjP0OzjrL11GZGmKJoI5Izy3k9W/28drXe0nLKaRxvXB6t4zl0l7N6dUqlm7NYggNFopUcbvB5XZzPLuATQdPsOHACTYcPMEn25IBiIsK5fzOTRjaNZ7zOzepluaZApeb9zYk8sLK3ew/lsP1A1vzh5HdbChGX1j1Mnz3Agy83UkCIpYEAoyNUObnjmblM+Orvcz+dj9Z+S6Gdo3njsEd6NemQaWbe45nF/D1j0f5bGcKn+9M5Vh2AUECp7duwJCu8QztGk/XZvW9akbKKXAxZ/VBXv1yD0npefRoEcPUEV05t5M9FVSjiopg925gL8y5DjqPgGvfgCBrjqvLbKjKOuiDTYf5w3vfk5Xv4pKeCUwZ3IHuzWOrZN1FbmVz4gk+25HCpztT2HIoA4DmsREM7hpP31ZxdEuI+d8A7GVRVRLTctlw8ATr96excOMh0nIKGdiuIXcO6ci5nRr7/P5EQHrwQXjr3zApCpp2g4lLICza11GZalYtQ1Ua38jKd/Hwwi0sWH+IPq3i+Oc1vegYX7Wv+gcHCX1bN6Bv6wbcc2EXkjPyWLkzhc92pLJo42HeWnXgf+U6NImmY3w9woKDCBIBAUFIzy1g48ETHM0qACAiNIhzOjZhyuD29GvTsErjNZXw7rvwzDS4NRrScyFuhCWBAGdXBH5m/YE0fjt3I4lpOdw1pCO/GdaJ0OCafS+wyK3sO5bN9qQMdiRlsj0pg71Hs3G5FcW5BwEQFRZMr5Zx9GkdR99WcXRpVr/GYzUlbNsGAwfCqCLoGAKzcsAVDzt2QEyMr6Mz1cyuCPycqvLql3uZtnQHzWIimHfbWZzR1jdn1c5VQD06NKnHqF4+CcGcivR0uPxy6FcAXSJgSS4cCYKV71gSCHCWCPyA2608/uE2/vv1Pi7u0YxpV/UiNtKG6jOV4HbDjTcCe2FwFGwsgDWF8MILMGiQr6MzPmaJoJbLdxVx7/xNLN6cxM1nt+OPl3QjqIae8Td1yF/+Al8tdu4LHC6CD/Ocl8Vuv93XkZlawKsGWxFpKCLLRGSX57NBGeVeE5EUEdlS4vdHReSQiGz0TCNLqx+oMvMKuXnmGhZvTuLBi7vyp1GWBMwpWLIEnngEro10RhabnwN9+jtXA/bElsH73kcfAFaoaidghWe+NDOBEWUse0ZV+3imJWWUCTipmflcN/07Vu05ztNjenPb+R3sMUtTeT/+COPGwmUR0DgI3smF0EbOk0MREb6OztQS3iaC0cAsz/dZwOWlFVLVL4DjXm4rYBzLymfcK9+xJzWbVyf058rTW/o6JOOPsrLgiiugex50D4UV+bBfYf58aN3a19GZWsTbRNBUVZMAPJ/xp7COu0Rks6f5qNSmJQARmSwia0VkbWpq6qnGW+udyCnghhmrOXA8hxk39Wdwl1P5k5qApwqTJkHOdhgWDlsK4ZsCePJJGDLE19GZWqbcRCAiy0VkSynT6CrY/otAB6APkAQ8VVZBVZ2uqv1VtX+TJnWzO4KMvEImvLaaH1OyeOXG/gzq0NjXIRl/9fTT8PHbcFUkpLqdsQWuuw7uucfXkZlaqNynhlR1eFnLRCRZRBJUNUlEEoCUymxcVZOLresVYHFl6tclWfkuJv53DVsPZ/DyDf04z0bkMqdKFb75Aq6NgiCBednQtSe8+qrdHDal8rZpaBEwwfN9ArCwMpU9yeMnVwBbyipbl+UWFDFp5ho2HjzBv8f2ZVi3pr4Oyfi7cfGQEAzv5YLGOkNQRls3EqZ03r5HMA2YLyKTgAPANQAi0hx4VVVHeubnAIOBxiKSCDyiqjOAJ0WkD6DAPuA2L+PxO3mFRUyevZbV+47z7LV9uLhnQvmVjDmZr//ljC0w5I8woDsEBUGHDr6OytRiXiUCVT0GDCvl98PAyGLzY8uof4M32/d3BS43d7y5ni93HeUfV/didJ8Wvg7J+LudH8HyR6H7lXDefdYUZCrEegDzkQKXm7veWs+nO1L4yxU9uKZ/K1+HZPxd8jZ49xZI6A2j/2NJwFSYdTHhAz9dCSzfnsxjl3Xn+oFtfB2S8WdvvAHkwdHnnO6kx86BsChfR2X8iCWCGpbvKuLON9ezfHsKfx7dnRvPauvrkIw/+/pruHUSXBsCbcJh0lKIae7rqIyfsaahGpTvKuKON5wk8LglAeOtrVvh0lFwURC0DYH3MmHqM76OyvghSwQ1JK+wiNtnr2PFjhSeuLwHN1gSMN44eBBGjIB+udAnDFbmwfcuuPRSX0dm/JA1DdWAvMIibn9jHSt3pvLXK3oybqD182K8kJQEw4dDyxQ4OwLWFMDnBfDoozBunK+jM37IEkE1yyss4rbZ6/j8h1T+dmVPxg6wJGC8cOSI01dQ7F64KBK2FsJHeTBlCjz8sK+jM37KEkE1Sssu4M631vPtnmP8/aqeXHuGJQHjhcREuOACiNkDIyNhRyEsyIUrr4J//9seFzWnzBJBNdlyKJ3bZq8jNTOfp67pbV1JG+9s3QojLoLWqXCBJwm8nQuXXApvvQXBwb6O0PgxSwTV4J11iTz03vc0ig7j7dvPonerOF+HZPzZp5/CVVfCmXkwMMLpUvr9XBg5Ct5+G8LCfB2h8XOWCKpQgcvNEx9u4/Vv9zOoQyP+PbYvjeqF+zos46/cbmf8gD8/BJeFQ9dw+DYfPsl3BpyZMwfC7f+X8Z4lgiqyeu9xHl64hR1HMpl8Xnvuv6gLIcH2dK7xwqFD8MrfYFIkxAU5N4VXF8Add8Bzz1lzkKkylgi8lJyRx9+WbOf9jYdpHhvB9Bv6cWH3Zr4Oy/i7IhfsfxduDIUMN8zKgUQ3/PWv8MADdmPYVClLBKcot6CI2d/t41/Ld1HoVn4ztCN3DO5IZJidpRkvHVgFH/0ekjZBt0thfQPIfgs+egsuusjX0Zk6yBJBJRQWuflq11EWbTrMJ1uPkF1QxPBu8fxp1Gm0aWSDfphTcOCA02nc5s3w1P2wchrs+hjqNYUxr8Npo+EqF9z9ALSwbspN9QioRLDtcAZHs/JpXC+cxvXDaBQdTnBQ6ZfYbreSlJHH3tRs9h7NYltSBku3HCEtp5DYyFAu69OcK/q2ZEC7hjW8F8ZvZWTAvn2waROsXw/Ll8PerdAlBPqFwSsfQUQcDHsEBt7m9CQKEBJiScBUK68SgYg0BOYBbXFGGBujqmklyrQCXgeaAW5guqr+q6L1q9Kbq/bz5qoDxWKDRtFhRIWF/G9ecIZLO5KeR77L/b+y9cJDGNI1ntG9m3Ne5yaEhdiN4ICSlAQbNzoH8sREp4nmvPN+XW7fPqebB7fbmXJzITMTjh+HoiyIEYgPhmZBcFYIXFXfqZdcBJlnwAPvQkRsDe6YMSCqeuqVRZ4EjqvqNBF5AGigqlNLlEkAElR1vYjUB9YBl6vqtorUL03//v117dq1lY73SHoeB9NySM3M52hWPkcz80nNKiCvsAhVRXHG/QZoGhNOu8b1aNc4mvZNoomvH47YDbrAcfQofPQRLFkCX3wGrlRoFgwNg6C+wMCe0CoBXAVQlO98ugshPx92/+icUQAEC4QBEeJ8/0mhwuEi+NEFu1yQ7IamTZ0kExJQF+qmBonIOlXtX/J3b//HjcYZixhgFrAS+MWBXFWTgCTP90wR2Q60ALZVpH5VahYbQbPYiOpavfF3bjesWAEvvwyfLoJOAh1D4KZgCK3nlFGFLAXXCSiIhZBwCI1zPoNCIDsbUn5wLisBXAqFQL5CphsyFFLdcNztlAkOhkFnw4NXwQ03WBIwPuHt/7qmngM9qpokIvEnKywibYG+wKrK1heRycBkgNatrc8eU4VUnbP/h/4AmVugfxjcFQFBAkeLYH0BJBbBEc8B3A08Nh5uKaWTt927YdJ7pW8nPBxatoQzOkHfvtCvHwwdCg0aVOvuGVOechOBiCzHad8v6aHKbEhE6gHvAr9V1YzK1AVQ1enAdHCahipb35hSbdvm9Nx58GsYGg4toyHLDV8XwMZC58APEBEBPXvCqO7QujVceGHp62vRwhk1LCjIuekUHg4xMc7UqJE9/29qpXITgaoOL2uZiCSLSILnbD4BSCmjXChOEnhTVRcUW1Sh+sZUi9WrYcS5MDwYhkRDuhs+yHUSgBvo2hXuuBpGjoQzzqhYs01EBAwaVO2hG1OVvG0aWgRMAKZ5PheWLCDOHdYZwHZVfbqy9Y2pNqG7YUoUSBGsyINvC6AIuPpq+M1v4Nxz7QzeBARvn4GcBlwgIruACzzziEhzEVniKXM2cAMwVEQ2eqaRJ6tvTLUqzINFd8PC2yGhJ8wogK8K4IIRsGGD06PneedZEjABw6srAlU9Bgwr5ffDwEjP96/4+WG6CtU3ptpkJMGc6yBpI5xzDwx5CNwvOI9ujhljB38TkOxZNVP3qcLhwxCWBW9cBblpcN0c6Oq5ML37bt/GZ4yPWSIwdZsq3H8/LJkB10dDaATc9CE07+PryIypNayfBFN3qcLUqTD3GbjMBUezYPRblgSMKcESgam7HnoI3noaxkc57wa8mg63V9uL68b4LUsEpm566imY8fefk8CsHAiJc343xvyCJQJT98yeDU/83kkC+Qqv50BwrNPtc9++vo7OmFrHEoGpW5Ytg7tudpJAiMAbOeCOdn4//XRfR2dMrWRPDZm6Y/t2uO5quCoMYoKcK4H0YPjofej/q553jTEedkVg6obUVLhkJJxfCK1D4P1cOOR2momG2TuLxpyMJQLj/woLnf6BWh6GXqHwaR5sc8GTT8K11/o6OmNqPUsExv/ddx8kfQNDI2BTAXxZALfcAvfe6+vIjPELlgiMf3vjDXjjebgyEpKKYHEeDBkCL7xg/QYZU0GWCIx/69wOxseAW2FeDjRvDfPnQ2ioryMzxm9YIjD+SxX2vwoNgT3dIC8MFiyAxo19HZkxfsUSgfFf3z4PWxfA0D/BvG/hq6+ccYCNMZXiVSIQkYYiskxEdnk+fzUKt4i0EpHPRGS7iGwVkf8rtuxRETlUyoA1xpzcns9h2cPQ7TI453cQHGzvChhziry9IngAWKGqnYAVnvmSXMC9qtoNOBO4U0ROK7b8GVXt45mWlFLfmJ+pQnoivDMRGnWCy+2msDHe8jYRjAZmeb7PAi4vWUBVk1R1ved7JrAdaOHldk0g2rEDhpwLr18DrgK47k0Ir+/rqIzxe94mgqaqmgTOAR+IP1lhEWkL9AVWFfv5LhHZLCKvlda0VKzuZBFZKyJrU1NTvQzb+J3MTLjicohdB8e2QdvboHEnX0dlTJ1QbiIQkeUisqWUaXRlNiQi9YB3gd+qaobn5xeBDkAfIAkos49gVZ2uqv1VtX+TJk0qs2nj71Thppsgag/0DYMv8mH8I7B2ra8jM6ZOKLfTOVUdXtYyEUkWkQRVTRKRBCCljHKhOEngTVVdUGzdycXKvAIsrkzwJkD8/e+waiFMjIJdLliZD+NvsCeEjKki3jYNLQImeL5PABaWLCAiAswAtqvq0yWWJRSbvQLY4mU8pq5ZuhT++kcYEwnpCgtyoHcfePllu0lsTBXxNhFMAy4QkV3ABZ55RKS5iPz0BNDZwA3A0FIeE31SRL4Xkc3AEOB3XsZj6pJt22DctXBNOEQKzM+BqIbw3nsQGenr6IypM7waj0BVjwG/6uNXVQ8DIz3fvwJKPXVT1Ru82b6pw44ehUtHweACaBXmdB+RCnw0B9q29XV0xtQpNjCNqX0KCuCqq6D5IegVASvyYIcLnn4aLrzQ19EZU+dYFxOmdlGFKVMg5RsYFgGbC+CrArj1Vvjtb30dnTF1kiUCU7s8/TQsmQlXRMJBFyzKg8GD4fnn7eawMdXEEoGpPebNg8fvh7FRkKswLxfadoB33oGwMF9HZ0ydZYnA1A6qMHs6XB8JYQJzciAkBhYvhkaNfB2dMXWaJQJTO+RnwigXNAp1ksCxIGeAma5dfR2ZMXWePTVkfC8vA968BlK2wNg34fACZ7hJe0LImBphicD4Vu4JeOMqSNoIV82AbiPhVRuWwpiaZE1Dxje2bYPMZHh9NCRtgjGvQ/fLfR2VMQHJEoGpWarwxBMwpBf86yw4+gNc9xZ0vcTXkRkTsKxpyNSc48ed7qR3fOT0JHriKAz9F3S2ewHG+JJdEZiasWIFnN4b8j+BcVGQ5oZXs+CWhyA319fRGRPQ7IrAVK8jR+C++2DlXLgkAhLCYXUBfJIHMQ1g7lzrSdQYH7MrAlM9jhyBe++FXu3hxLswKQqiBebmwEd50G8ArF8P553n60iNCXh2RWCqTnY2LF8Os2bB1x9C/yCYHOqcbqwqgM/yoVCcBPHXv1q3EcbUEpYITMWpgtsNwcG/Xvb++3D7tdBaoWcoTImAIoWNhfBVPpxQ6N0bXnoJzjyzxkM3xpTNq0QgIg2BeUBbYB8wRlXTSpSJAL4Awj3be0dVH6lofVMNTpyAb75xnuXfuxcOHICMdMjLgoJsyM+Bwlxwu8Bd5JlcoG44/xz4yxOQcxyykuHEfkjdCYkb4PYIZ/0pRbAsDzYXQpZC8+bw+INw++0QYucextQ2oqqnXlnkSeC4qk4TkQeABqo6tUQZAaJVNcsziP1XwP+p6ncVqV+a/v3769q1a0857oCWlQrznoG3noamQRAXBLFBEH6KXTwHh0PjzhDfFV7+ENYmQ5rn/1TnznD33TBpEkREVN0+GGNOiYisU9X+JX/39vRsNDDY830WsBL4xYFcnUyT5ZkN9Uw/ZZ9y65sqkJUCm+bCjsVwcDWgMCgMUt1wzA17XJCnUAgUej5dCm6n6C8+T+8Hf5sGkQ2hXjxEN4EgT1PR0lthz2cw9iK44QYYONDGEDDGD3ibCJqqahKAqiaJSHxphUQkGFgHdAT+o6qrKlPfs47JwGSA1q1bexl2HZeZCf/4B4w6Cw4thC3vQlEBJPSGIX+AdufDoNFwKLny624XA+0Hl77s+echPNyr0I0xNa/cRCAiy4FmpSx6qKIbUdUioI+IxAHviUgPVd1S4SiddUwHpoPTNFSZugFD1Xli5/Gp0CMDJAzC60G/m2DAZGjc6eey1413EkanTs5g8I0aQXT0z1NUlPNUT0jIz1Nw8MnP8C0JGOOXyk0Eqjq8rGUikiwiCZ6z+QQgpZx1nRCRlcAIYAtQqfrmJJKSYPKtcOQTuDYCgkLh23x4cC4MufjX5f/5z5qP0RhTK3n7QtkiYILn+wRgYckCItLEcyWAiEQCw4EdFa1vKuDjj2Fgd4j7DC6JhANF8J8sWJYPT/3H19EZY2o5bxPBNOACEdkFXOCZR0Sai8gST5kE4DMR2QysAZap6uKT1TcVpOrcC5g8CsYUQqtg+CAX3syB/Aj44x9hzhxfR2mMqeW8ulmsqseAYaX8fhgY6fm+GehbmfqmAgoL4dZb4fu34MZIOOGGWTlw1A1nnw0zZ0LHjr6O0hjjB+ztHn+UmwvXjoH0T+DSSNjlgndzoDDI6brh/vtLf/vXGGNKYYnA32RmwqhLIGo1DImAjQWwKA9i42DhXLjoIl9HaIzxM5YI/ElOjpME6q2BM8Lhu3z4OB/at3duGFtTkDHmFFgi8BeqMOYaiFztJIGv82F5PvTs6SSBhARfR2iM8VOWCPyFCFzWBA57rgSW58MZZzhJoEEDX0dnjPFjNjCNv1jzKhx+D5oNhy+DoU8fSwLGmCphVwT+YPtiWPJ76HwxXPsG9Fnr3A+wJGCMqQKWCGq7wxvh3UnQ/HS4egYEh9jALsaYKmWJoLY6cQJCXTBvPEQ1hrFzISza11EZY+ogSwS1UXo6DDwDrgSi0uHmpVCvia+jMsbUUZYIahu3G8aPh7YHnW6dNzYHKa0XcGOMqRr21FBt89hjsG8pnBUOqwtgwQ7rMtoYU60sEdQmCxfCy0/AZZGw3wUf5znvCvz1r76OzBhTh1kiqC127IBbb4DroiBX4e1caBwP775rA78bY6qVJYLaID0drhgNI4qgnsC8HMgPhrffhlatfB2dMaaO8yoRiEhDEVkmIrs8n796w0lEIkRktYhsEpGtIvJYsWWPisghEdnomUZ6E49fcrvhxhuh1X5oHwIf5sFhNzzzDJx3nq+jM8YEAG+vCB4AVqhqJ2CFZ76kfGCoqvYG+gAjRKT4G1HPqGofz7SklPp12xNPwO4lMCgc1hTAxkKYMAHuvNPXkRljAoS3iWA0MMvzfRZweckC6sjyzIZ6JvVyu3XDBx/AC4/B6Eg44IKledCvH7z4otPJnDHG1ABvE0FTVU0C8HzGl1ZIRIJFZCOQgjNm8apii+8Skc0i8lppTUvF1jFZRNaKyNrU1FQvw64Fdu6ESePhWs/N4fm50KgJvPceREb6OjpjTAApNxGIyHIR2VLKNLqiG1HVIlXtA7QEBohID8+iF4EOOE1GScBTJ1nHdFXtr6r9mzTx87dsMzKcm8MXuqC+OEkgLwjmz7ebw8aYGlfum8WqOrysZSKSLCIJqpokIgk4Z/wnW9cJEVkJjAC2qGpysXW9AiyucOT+bN06aJ0IHUNgUS4cKoJnn4XBg30dmTEmAHnbNLQImOD5PgFYWLKAiDQRkTjP90hgOLDDM198WK0rgC1exuMfmqTBmcGwMww2FDpdStx9t6+jMsYEKG/7GpoGzBeRScAB4BoAEWkOvKqqI4EEYJaIBOMknvmq+tOZ/5Mi0gfn5vE+4DYv46n9kjbBwjuh5QCYMhMaT4Mnn7Sbw8YYnxFV/3uAp3///rp27Vpfh1F5GYfhlWEgQXDrCqhvnckZY2qOiKxT1f4lf7feR2tKQTbMuQ7yM+Dmjy0JGGNqDUsE1S0rC/70Rzj9MBz53hlgplmP8usZY0wNsURQnYqKYNw4yP0EYsNh4FTofJGvozLGmF+wTueqiyrcey8kLoWzPd1HTPwXbN3q68iMMeYXLBFUlz//GT75D4yKgB9d8FEeNG8Bbdv6OjJjjPkFSwTV4emnYfbjcFUkJBbB/BxIaO70LRRtA9AbY2oXSwRV7amn4Pn7nT6EUtzwVg5ExcKHH0KLFr6OzhhjfsVuFlcVVac56K0nYFwUHHPDGzkQEg0ffQR9+vg6QmOMKZUlgqrgcsFvfwtfvAxjIiHJDW9mg4bDhwvhrLN8HaExxpTJEoG3TpyAMdeA60u4Mgr2umBuDoRGw6JFMHSoryM0xpiTsnsE3li9Gs46HeK+hvPCYUOB0xwUGQuffGJJwBjjF+yKwBtzn4KLUiEmBD7Og+8KnPEEPvgAevf2dXTGGFMhlghORW4afPY3iP0EMsPgtXRnTIGzznJGGGva1NcRGmNMhVnTUGUU5MCq6fDc6bDmFeg3EcZ+CEdDYMoU+PRTSwLGGL9jVwRlKSqCzZvh3Xdh6Tz445Xww9uQcwzanA0X/x2a9XTK7twJbdr4Nl5jjDlFgZcIjh6F/HwoLHQe+3S5nDGEU1Ph0CHYtQu2b4Z930GjPOgUAqNCYONL0HkEDLob2gz65UAylgSMMX7Mq0QgIg2BeUBbnBHGxqhqWhllg4G1wCFVHVXZ+lXixxVw3w2QdgyCBASncSxMIFKgnkDDIOgfBP1x3gNIcsOyPNgTAltegEaNqi08Y4zxBW+vCB4AVqjqNBF5wDM/tYyy/wdsB2JOsb73di6BPtlAhDPvVmeQzAIgVyHbDftccNwNh91w0AX5nrrhAp9/DldeWW3hGWOML3g1VKWI7AQGq2qSZyD6larapZRyLYFZwF+Ae4pdEVSofkmnPFSlqwBOPx22bHUSQHkaNIBzz3UO/pdfDrGxld+mMcbUEtU1VGVTVU0C8BzM48so9yxwP1D/FOsjIpOByQCtW7c+tWhDwiC+GSSkQUgIhIY6n9HR0KSJM3XoAJ07Q69ecNppEGQPVhlj6rZyE4GILAdKG2D3oYpsQERGASmquk5EBlcqumJUdTowHZwrglNdD8uXn3JVY4ypi8pNBKo6vKxlIpIsIgnFmnZSSil2NnCZiIzEaZyPEZE3VHU8UJH6xhhjqpG37R6LgAme7xOAhSULqOqDqtpSVdsC1wGfepJAheobY4ypXt4mgmnABSKyC7jAM4+INBeRJada3xhjTM3x6maxqh4DhpXy+2FgZCm/rwRWllffGGNMzbFHYowxJsBZIjDGmABnicAYYwKcV28W+4qIpAL7T7F6Y+BoFYbjD2yfA4Ptc2DwZp/bqGqTkj/6ZSLwhoisLe0V67rM9jkw2D4HhurYZ2saMsaYAGeJwBhjAlwgJoLpvg7AB2yfA4Ptc2Co8n0OuHsExhhjfikQrwiMMcYUY4nAGGMCXJ1NBCIyQkR2isiPnmEwSy4XEXnOs3yziJzuizirUgX2+XrPvm4WkW9EpLcv4qxK5e1zsXJniEiRiFxdk/FVtYrsr4gMFpGNIrJVRD6v6RirWgX+X8eKyAcissmzzxN9EWdVEpHXRCRFRLaUsbxqj1+qWucmIBjYDbQHwoBNwGklyowEPsIZwv5MYJWv466BfR4ENPB8vzgQ9rlYuU+BJcDVvo67mv+N44BtQGvPfLyv466Bff4D8HfP9ybAcSDM17F7ud/nAacDW8pYXqXHr7p6RTAA+FFV96hqATAXGF2izGjgdXV8B8R5BsfxV+Xus6p+o6ppntnvgJY1HGNVq8i/M8BvgHfx/4GPKrK/44AFqnoAQFUDYZ8VqC8iAtTDSQSumg2zaqnqFzj7UZYqPX7V1UTQAjhYbD7R81tly/iTyu7PJJwzCn9W7j6LSAvgCuClGoyrulTk37gz0EBEVorIOhG5scaiqx4V2efngW7AYeB74P9U1V0z4flMlR6/vB28vraSUn4r+ZxsRcr4kwrvj4gMwUkE51RrRNWvIvv8LDBVVYucE0a/VpH9DQH64YzzEQl8KyLfqeoP1R1cNanIPl8EbASGAh2AZSLypapmVHNsvlSlx6+6mggSgVbF5lvinC1Utow/qdD+iEgv4FXgYnUGBvJnFdnn/sBcTxJoDIwUEZeqvl8jEVativ6/Pqqq2UC2iHwB9Ab8NRFUZJ8nAtPUaTz/UUT2Al2B1TUTok9U6fGrrjYNrQE6iUg7EQnDGSt5UYkyi4AbPXffzwTSVTWppgOtQuXus4i0BhYAN/jxGWJx5e6zqrZT1bbqjJn9DnCHnyYBqNj/64XAuSISIiJRwEBgew3HWZUqss8H8Ix0KCJNgS7AnhqNsuZV6fGrTl4RqKpLRO4CPsZ56uA1Vd0qIrd7lr+E8wTJSOBHIAfnrMJvVXCfHwYaAS94zpBd6sc9N1Zwn+uMiuyvqm4XkaXAZsANvKqqpT6C6A8q+G/8ODBTRL7HaTKZqqp+3TW1iMwBBgONRSQReAQIheo5flkXE8YYE+DqatOQMcaYCrJEYIwxAc4SgTHGBDhLBMYYE+AsERhjTICzRGCMMQHOEoExxgS4/wfTlF5ApvI1dgAAAABJRU5ErkJggg==\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# -*- coding: utf-8 -*-\n", "\"\"\"\n", "Example 1D Multigrid solver\n", "Written by Lubos Brieda for \n", "https://www.particleincell.com/2018/multigrid-solver/\n", "\n", "Fri Mar 9 21:47:15 2018\n", "\n", "Sat Aug 14 2021, Updated by John Coady to use 3 V-cycle levels\n", "\"\"\"\n", "\n", "import numpy as np\n", "import pylab as pl\n", "import time\n", "\n", "#standard GS+SOR solver\n", "def GSsolve(phi,b):\n", " print(\"**** GS SOLVE ****\")\n", "\n", " #plot for solution vector\n", " fig_sol = pl.figure()\n", " #plot analytical solution\n", " pl.plot(x,phi_true,LineWidth=4,color='red',LineStyle=\"dashed\")\n", " pl.title('GS Solver: phi vs. x')\n", " \n", " #plot for error\n", " fig_err = pl.figure()\n", " pl.title('GS Solver: (phi-phi_true) vs. x')\n", " \n", " R_freq = 100 #how often should residue be computed\n", " w = 1.4 #SOR acceleration factor\n", " \n", " for it in range(100001):\n", " phi[0] = phi[1] #neumann BC on x=0\n", " for i in range (1,ni-1): #Dirichlet BC at last node so skipping\n", " g = 0.5*(phi[i-1] + phi[i+1] - dx*dx*b[i]) \n", " phi[i] = phi[i] + w*(g-phi[i])\n", " \n", " #compute residue to check for convergence\n", " if (it%R_freq==0): \n", " r_i = phi[1]-phi[0]\n", " r_sum = r_i*r_i\n", " for i in range (1, ni-1):\n", " r_i = (phi[i-1]-2*phi[i]+phi[i+1])/(dx*dx) - b[i]\n", " r_sum += r_i*r_i\n", " \n", " norm = np.sqrt(r_sum)/ni\n", " if (norm<1e-4): \n", " print(\"Converged after %d iterations\"%it)\n", " op_count = it*ni*5 + (it/R_freq)*5*ni\n", " print(\"Operation count: %d\"%op_count)\n", " pl.figure(fig_sol.number)\n", " pl.plot(x,phi)\n", " return op_count\n", " break\n", " \n", " if (it % 250 ==0):\n", " pl.figure(fig_sol.number)\n", " pl.plot(x,phi)\n", " pl.figure(fig_err.number)\n", " pl.plot(x,phi-phi_true)\n", " #print(\"it: %d, norm: %g\"%(it, norm))\n", " return -1\n", "\n", "#multigrid solver\n", "def MGsolve(phi,b):\n", " global eps_h, eps_2h, eps_4h, eps_8h, eps_16h, R_h, R_2h, R_4h, R_8h, R_16h\n", " print(\"**** MULTIGRID SOLVE ****\")\n", " ni_h = len(phi)\n", " ni_2h = ni_h>>1 #divide by 2\n", " dx_2h = 2*dx\n", " ni_4h = ni_2h>>1 #divide by 2\n", " dx_4h = 2*dx_2h\n", " ni_8h = ni_4h>>1 #divide by 2\n", " dx_8h = 2*dx_4h\n", " \n", " R_h = np.zeros(ni_h)\n", " R_2h = np.zeros(ni_2h)\n", " R_4h = np.zeros(ni_4h)\n", " R_8h = np.zeros(ni_8h)\n", " eps_8h = np.zeros(ni_8h+1)\n", " eps_4h = np.zeros(ni_4h+1)\n", " eps_2h = np.zeros(ni_2h+1)\n", " eps_h = np.zeros(ni_h)\n", " \n", " pl.figure()\n", " #plot analytical solution\n", " pl.plot(x,phi_true,LineWidth=4,color='red',LineStyle=\"dashed\")\n", " pl.title('Multigrid Solver: phi vs. x')\n", " \n", " for it in range(10001):\n", " \n", " #number of steps to iterate at the finest level\n", " inner_its = 1\n", "\n", " #number of steps to iterate at the coarse level \n", " inner2h_its = 5\n", " inner4h_its = 5\n", " inner8h_its = 50\n", " w = 1.4\n", " \n", " #1) perform one or more iterations on fine mesh\n", " for n in range(inner_its):\n", " phi[0] = phi[1] \n", " for i in range (1,ni-1):\n", " g = 0.5*(phi[i-1] + phi[i+1] - dx*dx*b[i])\n", " phi[i] = phi[i] + w*(g-phi[i])\n", " \n", " #2) compute residue on the fine mesh, R = A*phi - b\n", " for i in range(1,ni-1):\n", " R_h[i] = (phi[i-1]-2*phi[i]+phi[i+1])/(dx*dx) - b[i]\n", " R_h[0] = (phi[0] - phi[1])/dx #neumann boundary\n", " R_h[-1] = phi[-1] - 0 #dirichlet boundary\n", " \n", " #2b) check for termination\n", " r_sum = 0\n", " for i in range(ni):\n", " r_sum += R_h[i]*R_h[i]\n", " norm = np.sqrt(r_sum)/ni_h\n", " if (norm<1e-4): \n", " print(\"Converged after %d iterations\"%it)\n", " print(\"This is %d solution iterations on the fine mesh\"%(it*inner_its))\n", " op_count_single = (inner_its*ni_h*5 + ni_h*5 + (ni_h>>1) + \n", " inner2h_its*(ni_h>>1)*5 + ni_h + ni_h)\n", " print(\"Operation count: %d\"%(op_count_single*it))\n", " pl.plot(x,phi)\n", " return op_count_single*it\n", " break\n", " \n", " #3) restrict residue to the 2h mesh\n", " for i in range(2,ni_h-1,2):\n", " R_2h[i>>1] = 0.25*(R_h[i-1] + 2*R_h[i] + R_h[i+1]) \n", " R_2h[0] = R_h[0]\n", " \n", " \n", " # Second V Restriction\n", " #3a) restrict residue to the 4h mesh\n", " for i in range(2,ni_2h-1,2):\n", " R_4h[i>>1] = 0.25*(R_2h[i-1] + 2*R_2h[i] + R_2h[i+1]) \n", " R_4h[0] = R_2h[0]\n", " \n", "\n", " # Third V Restriction\n", " #3b) restrict residue to the 8h mesh\n", " for i in range(2,ni_4h-1,2):\n", " R_8h[i>>1] = 0.25*(R_4h[i-1] + 2*R_4h[i] + R_4h[i+1]) \n", " R_8h[0] = R_4h[0]\n", " \n", " #4b) perform few iteration of the correction vector on the 8h mesh\n", " eps_8h[:] = 0\n", " for n in range(inner8h_its):\n", " eps_8h[0] = eps_8h[1] + dx_8h*R_8h[0]\n", " for i in range(1,ni_8h-1):\n", " g = 0.5*(eps_8h[i-1] + eps_8h[i+1] - dx_8h*dx_8h*R_8h[i])\n", " eps_8h[i] = eps_8h[i] + w*(g-eps_8h[i])\n", " \n", " #5b) interpolate eps to 4h mesh\n", " for i in range(1,ni_4h-1):\n", " if (i%2==0): #even nodes, overlapping coarse mesh\n", " eps_4h[i] = eps_8h[i>>1]\n", " else:\n", " eps_4h[i] = 0.5*(eps_8h[i>>1]+eps_8h[(i>>1)+1])\n", " eps_4h[0] = eps_8h[0]\n", " \n", " #4b) perform few iteration of the correction vector on the 4h mesh\n", " for n in range(inner4h_its):\n", " eps_4h[0] = eps_4h[1] + dx_4h*R_4h[0]\n", " for i in range(1,ni_4h-1):\n", " g = 0.5*(eps_4h[i-1] + eps_4h[i+1] - dx_4h*dx_4h*R_4h[i])\n", " eps_4h[i] = eps_4h[i] + w*(g-eps_4h[i])\n", " \n", " \n", " #5a) interpolate eps to 2h mesh\n", " for i in range(1,ni_2h-1):\n", " if (i%2==0): #even nodes, overlapping coarse mesh\n", " eps_2h[i] = eps_4h[i>>1]\n", " else:\n", " eps_2h[i] = 0.5*(eps_4h[i>>1]+eps_4h[(i>>1)+1])\n", " eps_2h[0] = eps_4h[0]\n", "\n", " \n", " #4b) perform few iteration of the correction vector on the 2h mesh\n", " for n in range(inner2h_its):\n", " eps_2h[0] = eps_2h[1] + dx_2h*R_2h[0]\n", " for i in range(1,ni_2h-1):\n", " g = 0.5*(eps_2h[i-1] + eps_2h[i+1] - dx_2h*dx_2h*R_2h[i])\n", " eps_2h[i] = eps_2h[i] + w*(g-eps_2h[i])\n", " \n", " #5) interpolate eps to h mesh\n", " for i in range(1,ni_h-1):\n", " if (i%2==0): #even nodes, overlapping coarse mesh\n", " eps_h[i] = eps_2h[i>>1]\n", " else:\n", " eps_h[i] = 0.5*(eps_2h[i>>1]+eps_2h[(i>>1)+1])\n", " eps_h[0] = eps_2h[0]\n", " \n", " #6) update solution on the fine mesh\n", " for i in range(0,ni_h-1):\n", " phi[i] = phi[i] - eps_h[i]\n", " \n", " if (it % int(25/inner_its) == 0):\n", " pl.plot(x,phi)\n", "# print(\"it: %d, norm: %g\"%(it, norm))\n", " \n", " return -1\n", "\n", "ni = 128\n", "\n", "#domain length and mesh spacing\n", "L = 1\n", "dx = L/(ni-1)\n", "\n", "x = np.arange(ni)*dx\n", "\n", "phi = np.ones(ni)*0\n", "phi[0] = 0\n", "phi[ni-1] = 0\n", "phi_bk = np.zeros_like(phi)\n", "phi_bk[:] = phi[:]\n", "\n", "\n", "#set RHS\n", "A = 10\n", "k = 4\n", "b = A*np.sin(k*2*np.pi*x/L) \n", "\n", "#analytical solution\n", "C1 = A/(k*2*np.pi/L)\n", "C2 = - C1*L\n", "phi_true = (-A*np.sin(k*2*np.pi*x/L)*(1/(k*2*np.pi/L))**2 + C1*x + C2)\n", "\n", "pl.figure(1)\n", "pl.title('Right Hand Side')\n", "pl.plot(x,b)\n", "\n", "t = time.process_time()\n", "#do some stuff\n", "op_gs = GSsolve(phi,b)\n", "elapsed_time_GS = time.process_time() - t\n", "print(\"GS took : %g secs\"%(elapsed_time_GS))\n", "\n", "\n", "t = time.process_time()\n", "#reset solution\n", "phi = phi_bk\n", "op_mg = MGsolve(phi,b)\n", "\n", "elapsed_time_MG = time.process_time() - t\n", "print(\"MG took : %g secs\"%(elapsed_time_MG))\n", "\n", "\n", "print(\"Operation count ratio (GS/MG): %g\"%(op_gs/op_mg))\n", "\n", "print(\"MultiGrid was %g times faster than Gauss-Seidel !!!\"%(elapsed_time_GS/elapsed_time_MG))\n" ] }, { "cell_type": "code", "execution_count": null, "id": "c60ac8b8", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "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": "3.7.6" } }, "nbformat": 4, "nbformat_minor": 5 }