{ "cells": [ { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "\u001b[1m\u001b[36mINFO: \u001b[39m\u001b[22m\u001b[36mPrecompiling module DifferentialEquations.\n", "\u001b[39m" ] } ], "source": [ "using DifferentialEquations" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n", "\n", " \n", " \n", " \n", "\n", "\n", "\n", " \n", " \n", " \n", "\n", "\n", "\n", " \n", " \n", " \n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "0.0\n", "\n", "\n", "0.2\n", "\n", "\n", "0.4\n", "\n", "\n", "0.6\n", "\n", "\n", "0.8\n", "\n", "\n", "1.0\n", "\n", "\n", "0.6\n", "\n", "\n", "0.8\n", "\n", "\n", "1.0\n", "\n", "\n", "1.2\n", "\n", "\n", "Solution to the linear ODE with a thick line\n", "\n", "\n", "Time (t)\n", "\n", "\n", "u(t) (in ?m)\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "My Thick Line!\n", "\n", "\n", "\n", "True Solution!\n", "\n", "\n" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "f(u,p,t) = 1.01*u\n", "u0=1/2\n", "tspan = (0.0,1.0)\n", "prob = ODEProblem(f,u0,tspan)\n", "sol = solve(prob,Tsit5(),reltol=1e-8,abstol=1e-8)\n", "using Plots\n", "plot(sol,linewidth=5,title=\"Solution to the linear ODE with a thick line\",\n", " xaxis=\"Time (t)\",yaxis=\"u(t) (in μm)\",label=\"My Thick Line!\") # legend=false\n", "plot!(sol.t, t->0.5*exp(1.01t),lw=3,ls=:dash,label=\"True Solution!\")" ] }, { "cell_type": "code", "execution_count": 264, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "lorenz (generic function with 1 method)" ] }, "execution_count": 264, "metadata": {}, "output_type": "execute_result" } ], "source": [ "function lorenz(du, u, p, t)\n", " du[1] = 10.0*(u[2]-u[1])\n", " du[2] = u[1]*(20.7-u[3]) - u[2]\n", " du[3] = u[1]*u[2] - (8/3)*u[3]\n", "end" ] }, { "cell_type": "code", "execution_count": 265, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "retcode: Success\n", "Interpolation: specialized 4th order \"free\" interpolation\n", "t: 4635-element Array{Float64,1}:\n", " 0.0 \n", " 0.0410098\n", " 0.0724631\n", " 0.12384 \n", " 0.17141 \n", " 0.226671 \n", " 0.280748 \n", " 0.337579 \n", " 0.396912 \n", " 0.457744 \n", " 0.519415 \n", " 0.584054 \n", " 0.652724 \n", " ⋮ \n", " 1007.52 \n", " 1007.74 \n", " 1007.98 \n", " 1008.2 \n", " 1008.43 \n", " 1008.67 \n", " 1008.89 \n", " 1009.12 \n", " 1009.37 \n", " 1009.59 \n", " 1009.82 \n", " 1010.0 \n", "u: 4635-element Array{Array{Float64,1},1}:\n", " [10.0, 10.0, 10.0] \n", " [10.6287, 13.2749, 13.6552] \n", " [11.5663, 14.667, 17.2707] \n", " [12.8001, 13.9955, 23.6994] \n", " [12.5412, 10.1595, 27.8799] \n", " [10.2445, 4.7613, 28.4391] \n", " [7.11632, 1.46081, 25.9098] \n", " [4.31642, 0.254009, 22.4871] \n", " [2.45876, 0.191347, 19.2268] \n", " [1.49717, 0.498999, 16.3823] \n", " [1.13535, 0.890754, 13.9477] \n", " [1.14364, 1.38327, 11.8143] \n", " [1.45577, 2.12931, 9.97844] \n", " ⋮ \n", " [-7.33515, -7.27946, 19.8773]\n", " [-7.15645, -7.10882, 19.6712]\n", " [-7.24779, -7.34234, 19.5577]\n", " [-7.34667, -7.30934, 19.8626]\n", " [-7.16855, -7.10577, 19.7057]\n", " [-7.23337, -7.32828, 19.5418]\n", " [-7.35292, -7.33033, 19.8476]\n", " [-7.17841, -7.10549, 19.7306]\n", " [-7.22056, -7.31481, 19.5293]\n", " [-7.35645, -7.34579, 19.8338]\n", " [-7.18717, -7.10655, 19.751] \n", " [-7.15969, -7.21488, 19.5218]" ] }, "execution_count": 265, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# 初期値\n", "u0 = [10.0;10.0;10.0]\n", "tspan = (0.0, 1010.0)\n", "prob = ODEProblem(lorenz,u0, tspan)\n", "sol = solve(prob)" ] }, { "cell_type": "code", "execution_count": 266, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n", "\n", " \n", " \n", " \n", "\n", "\n", "\n", " \n", " \n", " \n", "\n", "\n", "\n", " \n", " \n", " \n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "(u1,u2,u3)\n", "\n", "\n" ] }, "execution_count": 266, "metadata": {}, "output_type": "execute_result" } ], "source": [ "plot(sol, vars=(1,2,3))" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n", "\n", " \n", " \n", " \n", "\n", "\n", "\n", " \n", " \n", " \n", "\n", "\n", "\n", " \n", " \n", " \n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "0\n", "\n", "\n", "20\n", "\n", "\n", "40\n", "\n", "\n", "60\n", "\n", "\n", "80\n", "\n", "\n", "100\n", "\n", "\n", "-20\n", "\n", "\n", "-10\n", "\n", "\n", "0\n", "\n", "\n", "10\n", "\n", "\n", "20\n", "\n", "\n", "t\n", "\n", "\n", "\n", "\n", "\n", "\n", "u2(t)\n", "\n", "\n" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "plot(sol,vars=(0,2))" ] }, { "cell_type": "code", "execution_count": 70, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "f (generic function with 3 methods)" ] }, "execution_count": 70, "metadata": {}, "output_type": "execute_result" } ], "source": [ "f(x) = x^2-C*x+y^2" ] }, { "cell_type": "code", "execution_count": 71, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n", "\n", " \n", " \n", " \n", "\n", "\n", "\n", " \n", " \n", " \n", "\n", "\n", "\n", " \n", " \n", " \n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "-4\n", "\n", "\n", "-2\n", "\n", "\n", "0\n", "\n", "\n", "2\n", "\n", "\n", "4\n", "\n", "\n", "0\n", "\n", "\n", "10\n", "\n", "\n", "20\n", "\n", "\n", "30\n", "\n", "\n", "40\n", "\n", "\n", "\n", "\n", "\n", "\n", "y1\n", "\n", "\n" ] }, "execution_count": 71, "metadata": {}, "output_type": "execute_result" } ], "source": [ "#C=3.2 # 任意定数\n", "#y = 1\n", "#p1 = plot(size=(500, 500), legend=false, ylim=(-10,10))\n", "#plot!(p1, f, -10, 10, lw=2.5)\n", "plot(f)" ] }, { "cell_type": "code", "execution_count": 94, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "g (generic function with 2 methods)" ] }, "execution_count": 94, "metadata": {}, "output_type": "execute_result" } ], "source": [ "g(x) = (C*exp(2x)-1)/(C*exp(2x)+1)" ] }, { "cell_type": "code", "execution_count": 195, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n", "\n", " \n", " \n", " \n", "\n", "\n", "\n", " \n", " \n", " \n", "\n", "\n", "\n", " \n", " \n", " \n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "-4\n", "\n", "\n", "-2\n", "\n", "\n", "0\n", "\n", "\n", "2\n", "\n", "\n", "4\n", "\n", "\n", "-750\n", "\n", "\n", "-500\n", "\n", "\n", "-250\n", "\n", "\n", "0\n", "\n", "\n", "250\n", "\n", "\n", "\n", "\n", "\n", "\n", "y1\n", "\n", "\n" ] }, "execution_count": 195, "metadata": {}, "output_type": "execute_result" } ], "source": [ "plot(g)" ] }, { "cell_type": "code", "execution_count": 236, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n", "\n", " \n", " \n", " \n", "\n", "\n", "\n", " \n", " \n", " \n", "\n", "\n", "\n", " \n", " \n", " \n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "-5.0\n", "\n", "\n", "-2.5\n", "\n", "\n", "0.0\n", "\n", "\n", "2.5\n", "\n", "\n", "5.0\n", "\n", "\n", "-5.0\n", "\n", "\n", "-2.5\n", "\n", "\n", "0.0\n", "\n", "\n", "2.5\n", "\n", "\n", "5.0\n", "\n", "\n", "\n" ] }, "execution_count": 236, "metadata": {}, "output_type": "execute_result" } ], "source": [ "y = 1\n", "A = [1/e^2,1/e,1,e,e^2]\n", "p1 = []\n", "p2= plot(size=(500, 500),legend=false, ylim=(-5,5),xlim=(-5,5))\n", "for i in 1:5\n", " C = A[i]\n", " push!(p1,g)\n", " C = -A[i]\n", " push!(p1,g)\n", "end\n", "#plot!(p2,p1[1])\n", "#plot!(p2,p1[2])\n", "#plot!(p2,p1[3])\n", "#plot!(p2,p1[4])\n", "#plot!(p1[5])\n", "plot!(p2,p1[])" ] }, { "cell_type": "code", "execution_count": 239, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n", "\n", " \n", " \n", " \n", "\n", "\n", "\n", " \n", " \n", " \n", "\n", "\n", "\n", " \n", " \n", " \n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "-5.0\n", "\n", "\n", "-2.5\n", "\n", "\n", "0.0\n", "\n", "\n", "2.5\n", "\n", "\n", "5.0\n", "\n", "\n", "-5.0\n", "\n", "\n", "-2.5\n", "\n", "\n", "0.0\n", "\n", "\n", "2.5\n", "\n", "\n", "5.0\n", "\n", "\n", "\n", "\n", "\n", "\n" ] }, "execution_count": 239, "metadata": {}, "output_type": "execute_result" } ], "source": [ "C = 1/e^2\n", "plot!(g)" ] }, { "cell_type": "code", "execution_count": 240, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n", "\n", " \n", " \n", " \n", "\n", "\n", "\n", " \n", " \n", " \n", "\n", "\n", "\n", " \n", " \n", " \n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "-5.0\n", "\n", "\n", "-2.5\n", "\n", "\n", "0.0\n", "\n", "\n", "2.5\n", "\n", "\n", "5.0\n", "\n", "\n", "-5.0\n", "\n", "\n", "-2.5\n", "\n", "\n", "0.0\n", "\n", "\n", "2.5\n", "\n", "\n", "5.0\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n" ] }, "execution_count": 240, "metadata": {}, "output_type": "execute_result" } ], "source": [ "C = -1/e^2\n", "plot!(p2,g)" ] }, { "cell_type": "code", "execution_count": 241, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n", "\n", " \n", " \n", " \n", "\n", "\n", "\n", " \n", " \n", " \n", "\n", "\n", "\n", " \n", " \n", " \n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "-5.0\n", "\n", "\n", "-2.5\n", "\n", "\n", "0.0\n", "\n", "\n", "2.5\n", "\n", "\n", "5.0\n", "\n", "\n", "-5.0\n", "\n", "\n", "-2.5\n", "\n", "\n", "0.0\n", "\n", "\n", "2.5\n", "\n", "\n", "5.0\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n" ] }, "execution_count": 241, "metadata": {}, "output_type": "execute_result" } ], "source": [ "C = 1/e\n", "plot!(p2,g)" ] }, { "cell_type": "code", "execution_count": 242, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n", "\n", " \n", " \n", " \n", "\n", "\n", "\n", " \n", " \n", " \n", "\n", "\n", "\n", " \n", " \n", " \n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "-5.0\n", "\n", "\n", "-2.5\n", "\n", "\n", "0.0\n", "\n", "\n", "2.5\n", "\n", "\n", "5.0\n", "\n", "\n", "-5.0\n", "\n", "\n", "-2.5\n", "\n", "\n", "0.0\n", "\n", "\n", "2.5\n", "\n", "\n", "5.0\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n" ] }, "execution_count": 242, "metadata": {}, "output_type": "execute_result" } ], "source": [ "C = -1/e\n", "plot!(p2,g)" ] }, { "cell_type": "code", "execution_count": 243, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n", "\n", " \n", " \n", " \n", "\n", "\n", "\n", " \n", " \n", " \n", "\n", "\n", "\n", " \n", " \n", " \n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "-5.0\n", "\n", "\n", "-2.5\n", "\n", "\n", "0.0\n", "\n", "\n", "2.5\n", "\n", "\n", "5.0\n", "\n", "\n", "-5.0\n", "\n", "\n", "-2.5\n", "\n", "\n", "0.0\n", "\n", "\n", "2.5\n", "\n", "\n", "5.0\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n" ] }, "execution_count": 243, "metadata": {}, "output_type": "execute_result" } ], "source": [ "C = 1\n", "plot!(p2,g)\n", "C = -1\n", "plot!(p2,g)\n", "C = e\n", "plot!(p2,g)\n", "C = -e\n", "plot!(p2,g)\n", "C = e^2\n", "plot!(p2,g)\n", "C = -e^2\n", "plot!(p2,g)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Julia 0.6.3", "language": "julia", "name": "julia-0.6" }, "language_info": { "file_extension": ".jl", "mimetype": "application/julia", "name": "julia", "version": "0.6.3" } }, "nbformat": 4, "nbformat_minor": 2 }