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July 12, 2023 03:22
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{ | |
"cells": [ | |
{ | |
"cell_type": "code", | |
"execution_count": 1, | |
"id": "c5092c41", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"using QuadGK" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"id": "2770d7f6", | |
"metadata": {}, | |
"source": [ | |
"\\begin{align}\n", | |
"\\iiint_{\\mathbb{R}^3}\n", | |
"\\exp(-a r^2) ~\n", | |
"\\mathrm{d}\\pmb{r}\n", | |
"&=\n", | |
"\\int_{-\\infty}^{\\infty}\n", | |
"\\int_{-\\infty}^{\\infty}\n", | |
"\\int_{-\\infty}^{\\infty}\n", | |
"\\exp(-a x^2 -a y^2 -a z^2) ~\n", | |
"\\mathrm{d}x\n", | |
"\\mathrm{d}y\n", | |
"\\mathrm{d}z \\\\\n", | |
"&=\n", | |
"\\int_{-\\infty}^{\\infty}\n", | |
"\\int_{-\\infty}^{\\infty}\n", | |
"\\int_{-\\infty}^{\\infty}\n", | |
"\\exp(-a x^2) \n", | |
"\\exp(-a y^2) \n", | |
"\\exp(-a z^2) ~\n", | |
"\\mathrm{d}x\n", | |
"\\mathrm{d}y\n", | |
"\\mathrm{d}z \\\\\n", | |
"&=\n", | |
"\\int_{-\\infty}^{\\infty}\n", | |
"\\int_{-\\infty}^{\\infty}\n", | |
"\\exp(-a y^2) \n", | |
"\\exp(-a z^2)\n", | |
"\\left[\n", | |
"\\int_{-\\infty}^{\\infty}\n", | |
"\\exp(-a x^2) \n", | |
"\\mathrm{d}x\n", | |
"\\right] ~\n", | |
"\\mathrm{d}y\n", | |
"\\mathrm{d}z \\\\\n", | |
"&=\n", | |
"\\sqrt{\\frac{\\pi}{a}}\n", | |
"\\int_{-\\infty}^{\\infty}\n", | |
"\\exp(-a z^2)\n", | |
"\\left[\n", | |
"\\int_{-\\infty}^{\\infty}\n", | |
"\\exp(-a y^2) \n", | |
"\\mathrm{d}y\n", | |
"\\right]\n", | |
"\\mathrm{d}z \\\\\n", | |
"&=\n", | |
"\\sqrt{\\frac{\\pi}{a}}\n", | |
"\\int_{-\\infty}^{\\infty}\n", | |
"\\exp(-a z^2)\n", | |
"\\left[\n", | |
"\\int_{-\\infty}^{\\infty}\n", | |
"\\exp(-a y^2) \n", | |
"\\mathrm{d}y\n", | |
"\\right]\n", | |
"\\mathrm{d}z \\\\\n", | |
"&=\n", | |
"\\sqrt{\\frac{\\pi}{a}}^2\n", | |
"\\int_{-\\infty}^{\\infty}\n", | |
"\\exp(-a z^2)\n", | |
"\\mathrm{d}z \\\\\n", | |
"&=\n", | |
"\\sqrt{\\frac{\\pi}{a}}^3\n", | |
"\\end{align}" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 2, | |
"id": "dc350e2c", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"name": "stdout", | |
"output_type": "stream", | |
"text": [ | |
"evals \tnumerical\n", | |
"10^3\t1.001530395550591\n", | |
"20^3\t0.9999875777006089\n", | |
"50^3\t0.9999938466553702\n", | |
"100^3\t1.0000001156363314\n", | |
"200^3\t1.0000000000003697\n", | |
"500^3\t1.0000000000003697\n", | |
"1000^3\t1.0000000000003697\n", | |
"∞\t1.0\n" | |
] | |
} | |
], | |
"source": [ | |
"a = π\n", | |
"\n", | |
"println(\"evals \\tnumerical\")\n", | |
"for n in [10, 20, 50, 100, 200, 500, 1000]\n", | |
" numerical = (\n", | |
" quadgk(z ->\n", | |
" quadgk(y ->\n", | |
" quadgk(x ->\n", | |
" exp(-a*x^2 -a*y^2 -a*z^2)\n", | |
" , -Inf, Inf, maxevals=n)[1]\n", | |
" , -Inf, Inf, maxevals=n)[1]\n", | |
" , -Inf, Inf, maxevals=n)[1]\n", | |
" )\n", | |
" println(\"$n^3\\t\", numerical)\n", | |
"end\n", | |
"println(\"∞\\t\", sqrt(π/a)^3)" | |
] | |
} | |
], | |
"metadata": { | |
"kernelspec": { | |
"display_name": "Julia 1.8.3", | |
"language": "julia", | |
"name": "julia-1.8" | |
}, | |
"language_info": { | |
"file_extension": ".jl", | |
"mimetype": "application/julia", | |
"name": "julia", | |
"version": "1.8.3" | |
} | |
}, | |
"nbformat": 4, | |
"nbformat_minor": 5 | |
} |
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