{"id":7279,"date":"2024-01-11T17:17:02","date_gmt":"2024-01-11T08:17:02","guid":{"rendered":"https:\/\/home.hirosaki-u.ac.jp\/relativity\/?page_id=7279"},"modified":"2024-01-23T15:50:45","modified_gmt":"2024-01-23T06:50:45","slug":"%e8%bf%91%e7%82%b9%e7%a7%bb%e5%8b%95%e3%81%ae%e3%82%a2%e3%83%8b%e3%83%a1%e3%83%bc%e3%82%b7%e3%83%a7%e3%83%b3","status":"publish","type":"page","link":"https:\/\/home.hirosaki-u.ac.jp\/relativity\/%e9%87%8d%e5%8a%9b%e5%a0%b4%e4%b8%ad%e3%81%ae%e3%83%86%e3%82%b9%e3%83%88%e7%b2%92%e5%ad%90%e3%81%ae%e9%81%8b%e5%8b%95\/%e8%bf%91%e7%82%b9%e7%a7%bb%e5%8b%95%e3%81%ae%e3%82%a2%e3%83%8b%e3%83%a1%e3%83%bc%e3%82%b7%e3%83%a7%e3%83%b3\/","title":{"rendered":"\u8fd1\u70b9\u79fb\u52d5\u306e\u30a2\u30cb\u30e1\u30fc\u30b7\u30e7\u30f3"},"content":{"rendered":"<p><!--more--><\/p>\n<h3>\u5f31\u91cd\u529b\u5834\u4e2d\u306e\u8fd1\u4f3c\u89e3<\/h3>\n<p>\u30b7\u30e5\u30d0\u30eb\u30c4\u30b7\u30eb\u30c8\u6642\u7a7a\u4e2d\u306e\u7c92\u5b50\uff08\u5929\u4f53\uff0c\u4eba\u5de5\u885b\u661f\u7b49\uff09\u306e\u8ecc\u9053\u306f\uff0c\u91cd\u529b\u5834\u304c\u5f31\u3044\u3068\u3044\u3046\u8fd1\u4f3c\u306e\u3082\u3068\uff0c\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u66f8\u3051\u308b\u3053\u3068\u304c\u308f\u304b\u3063\u305f\u3002<\/p>\n<p>$$r =\u00a0 \\frac{a(1-e^2)}{1 + e \\cos(\\gamma\\phi) }$$<\/p>\n<p>$$\\gamma = \\sqrt{ 1 -\\frac{3 r_g}{a(1-e^2)}} \\simeq 1 -\\frac{3 r_g}{2a(1-e^2)} \\equiv 1 &#8211; \\Delta$$<\/p>\n<p>$$r^2 \\frac{d\\phi}{d\\tau} = \\ell = \\mbox{const.}$$<\/p>\n<p>$\\ell$ \u306f\u6e2c\u5730\u7dda\u65b9\u7a0b\u5f0f\u3092\u89e3\u304f\u969b\u306b\u51fa\u3066\u304d\u305f\u904b\u52d5\u306e\u5b9a\u6570\u3067\uff0c\u89d2\u904b\u52d5\u91cf\u306e\u4fdd\u5b58\u5247\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u308b\u3002<\/p>\n<p>\u53c2\u8003\uff1a<\/p>\n<ul>\n<li><a href=\"https:\/\/home.hirosaki-u.ac.jp\/relativity\/%e9%87%8d%e5%8a%9b%e5%a0%b4%e4%b8%ad%e3%81%ae%e3%83%86%e3%82%b9%e3%83%88%e7%b2%92%e5%ad%90%e3%81%ae%e9%81%8b%e5%8b%95\/%e5%bc%b1%e9%87%8d%e5%8a%9b%e5%a0%b4%e4%b8%ad%e3%81%ae%e7%b2%92%e5%ad%90%e3%81%ae%e8%bb%8c%e9%81%93%e3%81%ae%e8%bf%91%e4%bc%bc%e8%a7%a3\/\">\u5f31\u91cd\u529b\u5834\u4e2d\u306e\u7c92\u5b50\u306e\u8ecc\u9053\u306e\u8fd1\u4f3c\u89e3\uff1a\u8fd1\u70b9\u79fb\u52d5<\/a><\/li>\n<li><a href=\"https:\/\/home.hirosaki-u.ac.jp\/relativity\/%e9%87%8d%e5%8a%9b%e5%a0%b4%e4%b8%ad%e3%81%ae%e3%83%86%e3%82%b9%e3%83%88%e7%b2%92%e5%ad%90%e3%81%ae%e9%81%8b%e5%8b%95\/%e3%82%b7%e3%83%a5%e3%83%90%e3%83%ab%e3%83%84%e3%82%b7%e3%83%ab%e3%83%88%e6%99%82%e7%a9%ba%e3%81%ae%e5%8e%9f%e7%82%b9%e3%81%ae%e3%81%be%e3%82%8f%e3%82%8a%e3%81%ae%e6%9c%89%e7%95%8c%e3%81%aa%ef%bc%88\/\">\u30b7\u30e5\u30d0\u30eb\u30c4\u30b7\u30eb\u30c8\u6642\u7a7a\u306e\u539f\u70b9\u306e\u307e\u308f\u308a\u306e\u6709\u754c\u306a\uff08\u675f\u7e1b\uff09\u904b\u52d5<\/a><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p>\u30cb\u30e5\u30fc\u30c8\u30f3\u7406\u8ad6\u306e\u5834\u5408\u306b\uff0c\u6955\u5186\u8ecc\u9053\u4e0a\u306e\u6642\u523b\u3054\u3068\u306e\u4f4d\u7f6e\u3092\u6570\u5024\u7684\u306b\u6c42\u3081\u3066\u30a2\u30cb\u30e1\u3092\u3064\u304f\u308b\u306e\u306f\uff0c\u4ee5\u4e0b\u306e\u30da\u30fc\u30b8\u3067\u3084\u3063\u3066\u3044\u308b\u306e\u3067\u53c2\u7167\uff1a<\/p>\n<ul>\n<li><a href=\"https:\/\/home.hirosaki-u.ac.jp\/relativity\/%e3%82%b3%e3%83%b3%e3%83%94%e3%83%a5%e3%83%bc%e3%82%bf%e6%bc%94%e7%bf%92\/%e6%a5%95%e5%86%86%e8%bb%8c%e9%81%93%e4%b8%8a%e3%81%ae%e6%99%82%e5%88%bb%e3%81%94%e3%81%a8%e3%81%ae%e4%bd%8d%e7%bd%ae%e3%82%92%e6%95%b0%e5%80%a4%e7%9a%84%e3%81%ab%e6%b1%82%e3%82%81%e3%82%8b%e6%ba%96\/\">\u6955\u5186\u8ecc\u9053\u4e0a\u306e\u6642\u523b\u3054\u3068\u306e\u4f4d\u7f6e\u3092\u6570\u5024\u7684\u306b\u6c42\u3081\u308b\u6e96\u5099<\/a>\n<ul>\n<li><a href=\"https:\/\/home.hirosaki-u.ac.jp\/relativity\/%e3%82%b3%e3%83%b3%e3%83%94%e3%83%a5%e3%83%bc%e3%82%bf%e6%bc%94%e7%bf%92\/%e6%a5%95%e5%86%86%e8%bb%8c%e9%81%93%e4%b8%8a%e3%81%ae%e6%99%82%e5%88%bb%e3%81%94%e3%81%a8%e3%81%ae%e4%bd%8d%e7%bd%ae%e3%82%92%e6%95%b0%e5%80%a4%e7%9a%84%e3%81%ab%e6%b1%82%e3%82%81%e3%82%8b%e6%ba%96\/python-%e3%81%a7%e6%a5%95%e5%86%86%e8%bb%8c%e9%81%93%e4%b8%8a%e3%81%ae%e6%99%82%e5%88%bb%e3%81%94%e3%81%a8%e3%81%ae%e4%bd%8d%e7%bd%ae%e3%82%92%e6%95%b0%e5%80%a4%e7%9a%84%e3%81%ab%e6%b1%82%e3%82%81\/\">Python \u3067\u6955\u5186\u8ecc\u9053\u4e0a\u306e\u6642\u523b\u3054\u3068\u306e\u4f4d\u7f6e\u3092\u6570\u5024\u7684\u306b\u6c42\u3081\u3066\u30a2\u30cb\u30e1\u3092\u3064\u304f\u308b<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>\u3053\u308c\u3092\u5fdc\u7528\u3057\u3066\uff0c\u8fd1\u70b9\u79fb\u52d5\u304c\u3042\u308b\u5834\u5408\u306e\u30a2\u30cb\u30e1\u30fc\u30b7\u30e7\u30f3\u3092\u4f5c\u6210\u3059\u308b\u3002<\/p>\n<h3>\u5468\u671f<\/h3>\n<p>${\\color{blue}{\\Phi}} \\equiv \\gamma \\phi$ \u3068\u304a\u304f\u3068\uff0c<\/p>\n<p>$$r({\\color{blue}{\\Phi}}) =\u00a0 \\frac{a(1-e^2)}{1 + e \\cos({\\color{blue}{\\Phi}}) }$$<\/p>\n<p>${\\color{blue}{\\Phi}} = 0$ \u306e\u3068\u304d\u306b $r$ \u304c\u6700\u5c0f\u5024 $r_{\\rm min} = a(1-e)$\u3002<\/p>\n<p>\u6b21\u306b\u518d\u3073 $r=r_{\\rm min}$ \u306b\u306a\u308b\u307e\u3067\u306e\u56fa\u6709\u6642\u9593\u9593\u9694\u3092 $P_{\\tau}$ \u3068\u3059\u308b\u3068\uff0c<\/p>\n<p>\\begin{eqnarray}<br \/>\nr^2({\\color{blue}{\\Phi}}) \\frac{d{\\color{blue}{\\Phi}} }{d\\tau} &amp;=&amp; \\gamma \\ell \\\\<br \/>\n\\int_0^{2\\pi} r^2( {\\color{blue}{\\Phi}} ) \\,d {\\color{blue}{\\Phi}} &amp;=&amp; \\gamma \\ell \\int_0^{P_{\\tau}} d\\tau \\\\<br \/>\n2 \\pi a^2 \\sqrt{1-e^2} &amp;=&amp; \\gamma \\ell P_{\\tau} \\\\<br \/>\n\\therefore \\ \\ P_{\\tau} &amp;=&amp; \\frac{2 \\pi a^2 \\sqrt{1-e^2}}{\\gamma \\ell}<br \/>\n\\end{eqnarray}<\/p>\n<h3>\u7121\u6b21\u5143\u5316<\/h3>\n<p>$P_{\\tau}$\u3092\u4f7f\u3063\u3066\u7121\u6b21\u5143\u5316\u3055\u308c\u305f\u56fa\u6709\u6642\u9593 $T$ \u3092<\/p>\n<p>$$T \\equiv \\frac{\\tau}{P_{\\tau}}$$<\/p>\n<p>\u3068\u3059\u308b\u3068\uff0c<\/p>\n<p>$$\\frac{d{\\color{blue}{\\Phi}} }{dT} = 2 \\pi \\frac{(1+e \\cos\\phi)^2}{(1-e^2)^{3\/2}} $$<\/p>\n<p>\u3053\u308c\u3092\u6570\u5024\u7684\u306b\u89e3\u304d\uff0c${\\color{blue}{\\Phi}} (T)$ \u304c\u308f\u304b\u3063\u305f\u3089\uff0c$a$ \u3067\u898f\u683c\u5316\u3057\u305f\u5ea7\u6a19<\/p>\n<p>\\begin{eqnarray}<br \/>\nR(T) &amp;\\equiv&amp; \\frac{r}{a} = \\frac{1-e^2}{1+e\\cos{\\color{blue}{\\Phi}}(T)} \\\\<br \/>\nX(T) &amp;\\equiv&amp; \\frac{r}{a} \\cos\\phi \\\\<br \/>\n&amp;=&amp; \\frac{1-e^2}{1+e\\cos{\\color{blue}{\\Phi}}(T)}\\cos\\frac{{\\color{blue}{\\Phi}}(T)}{1 &#8211; \\Delta}\u00a0 \\\\<br \/>\n&amp;\\simeq&amp;\\frac{1-e^2}{1+e\\cos{\\color{blue}{\\Phi}}(T)}\\cos\\left(\\left(1+\\Delta\\right) {\\color{blue}{\\Phi}}(T)\\right)\u00a0 \\\\<br \/>\nY(T) &amp;\\equiv&amp; \\frac{r}{a} \\sin\\phi \\\\<br \/>\n&amp;=&amp; \\frac{1-e^2}{1+e\\cos{\\color{blue}{\\Phi}}(T)}\\sin\\frac{{\\color{blue}{\\Phi}}(T)}{1 &#8211; \\Delta} \\\\<br \/>\n&amp;\\simeq&amp;\\frac{1-e^2}{1+e\\cos{\\color{blue}{\\Phi}}(T)}\\sin\\left(\\left(1+\\Delta\\right) {\\color{blue}{\\Phi}}(T)\\right)<br \/>\n\\end{eqnarray}<\/p>\n<p>\u3067\u30b0\u30e9\u30d5\u306b\u3059\u308b\u3002\uff08\u53b3\u5bc6\u306b\u8a00\u3048\u3070\uff0c\u30b7\u30e5\u30d0\u30eb\u30c4\u30b7\u30eb\u30c8\u6642\u7a7a\u306a\u306e\u3067\u5e73\u5766\u3067\u306f\u306a\u3044\u304c\uff0c\u8fd1\u70b9\u79fb\u52d5\u3092\u8996\u899a\u7684\u306b\u8868\u73fe\u3059\u308b\u306e\u306b\u306f $x = r \\cos\\phi, \\ y = r \\sin\\phi$ \u3068\u3057\u305f\u30c7\u30ab\u30eb\u30c8\u5ea7\u6a19\u3067\u63cf\u3044\u3066\u3088\u308d\u3057\u3044\u304b\u3068\u3002\uff09<\/p>\n<h3>Python \u3067\u30a2\u30cb\u30e1\u30fc\u30b7\u30e7\u30f3\u3092\u4f5c\u6210\u3059\u308b<\/h3>\n<div class=\"cell border-box-sizing text_cell rendered\">\n<div class=\"prompt input_prompt\"><\/div>\n<div class=\"inner_cell\">\n<div class=\"text_cell_render border-box-sizing rendered_html\">\n<h3 id=\"\u7121\u6b21\u5143\u5316\u3055\u308c\u305f\u5f0f\">\u7121\u6b21\u5143\u5316\u3055\u308c\u305f\u5f0f<\/h3>\n<p><code>scipy.integrate.solve_ivp()<\/code> \u306f $\\displaystyle \\frac{dy}{dt} = f(t, y)$ \u306e\u5f62\u306e\u5f0f\u3092\u89e3\u304f\u306e\u3067\uff0c\u5909\u6570\u3092\u63c3\u3048\u308b\u3002<\/p>\n<p>$ {\\color{blue}{\\Phi}} = \\gamma\\phi \\rightarrow y, \\ T \\rightarrow t$<\/p>\n<p>\\begin{eqnarray}<br \/>\n\\frac{dy}{dt} &amp;=&amp; f(t, y) = 2 \\pi \\frac{(1+e \\cos y)^2}{(1-e^2)^{3\/2}} \\tag{1}\\\\<br \/>\nR(y) &amp;\\equiv&amp; \\frac{r}{a} = \\frac{1-e^2}{1+e\\cos y} \\tag{2}\\\\<br \/>\nX(y) &amp;\\equiv&amp; \\frac{x}{a} = R(y) \\cos \\left( \\left(1+\\Delta \\right) {y}\\right) \\tag{3}\\\\<br \/>\nY(y) &amp;\\equiv&amp; \\frac{y}{a} = R(y) \\sin \\left( \\left(1+\\Delta \\right) {y}\\right) \\tag{4}<br \/>\n\\end{eqnarray}<\/p>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"cell border-box-sizing text_cell rendered\">\n<div class=\"prompt input_prompt\"><\/div>\n<div class=\"inner_cell\">\n<div class=\"text_cell_render border-box-sizing rendered_html\">\n<h3 id=\"\u5fc5\u8981\u306a\u30e2\u30b8\u30e5\u30fc\u30eb\u306e-import\">\u5fc5\u8981\u306a\u30e2\u30b8\u30e5\u30fc\u30eb\u306e import<\/h3>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"cell border-box-sizing code_cell rendered\">\n<div class=\"input\">\n<div class=\"prompt input_prompt\">In\u00a0[1]:<\/div>\n<div class=\"inner_cell\">\n<div class=\"input_area\">\n<div class=\" highlight hl-ipython3\">\n<pre><span class=\"kn\">import<\/span> <span class=\"nn\">numpy<\/span> <span class=\"k\">as<\/span> <span class=\"nn\">np<\/span>\r\n<span class=\"kn\">import<\/span> <span class=\"nn\">matplotlib.pyplot<\/span> <span class=\"k\">as<\/span> <span class=\"nn\">plt<\/span>\r\n<span class=\"kn\">from<\/span> <span class=\"nn\">matplotlib.animation<\/span> <span class=\"kn\">import<\/span> <span class=\"n\">FuncAnimation<\/span>\r\n<span class=\"kn\">from<\/span> <span class=\"nn\">scipy.integrate<\/span> <span class=\"kn\">import<\/span> <span class=\"n\">solve_ivp<\/span>\r\n\r\n<span class=\"c1\"># \u4ee5\u4e0b\u306f\u30b0\u30e9\u30d5\u3092 SVG \u3067 Notebook \u306b\u30a4\u30f3\u30e9\u30a4\u30f3\u8868\u793a\u3055\u305b\u308b\u8a2d\u5b9a<\/span>\r\n<span class=\"o\">%<\/span><span class=\"k\">config<\/span> InlineBackend.figure_formats = ['svg']\r\n<\/pre>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"cell border-box-sizing code_cell rendered\">\n<div class=\"input\">\n<div class=\"prompt input_prompt\">In\u00a0[2]:<\/div>\n<div class=\"inner_cell\">\n<div class=\"input_area\">\n<div class=\" highlight hl-ipython3\">\n<pre><span class=\"c1\"># \u5fae\u5206\u65b9\u7a0b\u5f0f\u306e\u53f3\u8fba \u72ec\u7acb\u5909\u6570\u306f t, y \u6c7a\u3081\u6253\u3061<\/span>\r\n<span class=\"k\">def<\/span> <span class=\"nf\">f<\/span><span class=\"p\">(<\/span><span class=\"n\">t<\/span><span class=\"p\">,<\/span> <span class=\"n\">y<\/span><span class=\"p\">):<\/span>\r\n    <span class=\"k\">global<\/span> <span class=\"n\">e<\/span>\r\n    <span class=\"k\">return<\/span> <span class=\"mi\">2<\/span><span class=\"o\">*<\/span><span class=\"n\">np<\/span><span class=\"o\">.<\/span><span class=\"n\">pi<\/span><span class=\"o\">*<\/span><span class=\"p\">(<\/span><span class=\"mi\">1<\/span><span class=\"o\">+<\/span><span class=\"n\">e<\/span><span class=\"o\">*<\/span><span class=\"n\">np<\/span><span class=\"o\">.<\/span><span class=\"n\">cos<\/span><span class=\"p\">(<\/span><span class=\"n\">y<\/span><span class=\"p\">))<\/span><span class=\"o\">**<\/span><span class=\"mi\">2<\/span><span class=\"o\">\/<\/span><span class=\"p\">((<\/span><span class=\"mi\">1<\/span><span class=\"o\">-<\/span><span class=\"n\">e<\/span><span class=\"o\">**<\/span><span class=\"mi\">2<\/span><span class=\"p\">)<\/span><span class=\"o\">**<\/span><span class=\"p\">(<\/span><span class=\"mi\">3<\/span><span class=\"o\">\/<\/span><span class=\"mi\">2<\/span><span class=\"p\">))<\/span>\r\n\r\n<span class=\"k\">def<\/span> <span class=\"nf\">R<\/span><span class=\"p\">(<\/span><span class=\"n\">y<\/span><span class=\"p\">):<\/span>\r\n    <span class=\"k\">global<\/span> <span class=\"n\">e<\/span>\r\n    <span class=\"k\">return<\/span> <span class=\"p\">(<\/span><span class=\"mi\">1<\/span><span class=\"o\">-<\/span><span class=\"n\">e<\/span><span class=\"o\">**<\/span><span class=\"mi\">2<\/span><span class=\"p\">)<\/span><span class=\"o\">\/<\/span><span class=\"p\">(<\/span><span class=\"mi\">1<\/span><span class=\"o\">+<\/span><span class=\"n\">e<\/span><span class=\"o\">*<\/span><span class=\"n\">np<\/span><span class=\"o\">.<\/span><span class=\"n\">cos<\/span><span class=\"p\">(<\/span><span class=\"n\">y<\/span><span class=\"p\">))<\/span>\r\n\r\n<span class=\"k\">def<\/span> <span class=\"nf\">Xidou<\/span><span class=\"p\">(<\/span><span class=\"n\">y<\/span><span class=\"p\">,<\/span> <span class=\"n\">Delta<\/span><span class=\"p\">):<\/span>\r\n    <span class=\"k\">global<\/span> <span class=\"n\">e<\/span>\r\n    <span class=\"k\">return<\/span> <span class=\"n\">R<\/span><span class=\"p\">(<\/span><span class=\"n\">y<\/span><span class=\"p\">)<\/span><span class=\"o\">*<\/span><span class=\"n\">np<\/span><span class=\"o\">.<\/span><span class=\"n\">cos<\/span><span class=\"p\">((<\/span><span class=\"mi\">1<\/span><span class=\"o\">+<\/span><span class=\"n\">Delta<\/span><span class=\"p\">)<\/span><span class=\"o\">*<\/span><span class=\"n\">y<\/span><span class=\"p\">)<\/span>\r\n\r\n<span class=\"k\">def<\/span> <span class=\"nf\">Yidou<\/span><span class=\"p\">(<\/span><span class=\"n\">y<\/span><span class=\"p\">,<\/span> <span class=\"n\">Delta<\/span><span class=\"p\">):<\/span>\r\n    <span class=\"k\">global<\/span> <span class=\"n\">e<\/span>\r\n    <span class=\"k\">return<\/span> <span class=\"n\">R<\/span><span class=\"p\">(<\/span><span class=\"n\">y<\/span><span class=\"p\">)<\/span><span class=\"o\">*<\/span><span class=\"n\">np<\/span><span class=\"o\">.<\/span><span class=\"n\">sin<\/span><span class=\"p\">((<\/span><span class=\"mi\">1<\/span><span class=\"o\">+<\/span><span class=\"n\">Delta<\/span><span class=\"p\">)<\/span><span class=\"o\">*<\/span><span class=\"n\">y<\/span><span class=\"p\">)<\/span>\r\n\r\n<span class=\"c1\"># \u96e2\u5fc3\u7387<\/span>\r\n<span class=\"n\">e<\/span> <span class=\"o\">=<\/span> <span class=\"mf\">0.6<\/span>\r\n<\/pre>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"cell border-box-sizing text_cell rendered\">\n<div class=\"prompt input_prompt\"><\/div>\n<div class=\"inner_cell\">\n<div class=\"text_cell_render border-box-sizing rendered_html\">\n<h3 id=\"solve_ivp()-\u3067\u5e38\u5fae\u5206\u65b9\u7a0b\u5f0f\u3092\u6570\u5024\u7684\u306b\u89e3\u304f\"><code>solve_ivp()<\/code> \u3067\u5e38\u5fae\u5206\u65b9\u7a0b\u5f0f\u3092\u6570\u5024\u7684\u306b\u89e3\u304f<\/h3>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"cell border-box-sizing code_cell rendered\">\n<div class=\"input\">\n<div class=\"prompt input_prompt\">In\u00a0[3]:<\/div>\n<div class=\"inner_cell\">\n<div class=\"input_area\">\n<div class=\" highlight hl-ipython3\">\n<pre><span class=\"c1\"># T \u306e\u521d\u671f\u5024 <\/span>\r\n<span class=\"n\">t0<\/span> <span class=\"o\">=<\/span> <span class=\"mi\">0<\/span>\r\n<span class=\"c1\"># T \u306e\u7d42\u4e86\u5024<\/span>\r\n<span class=\"n\">t1<\/span> <span class=\"o\">=<\/span> <span class=\"mi\">5<\/span>\r\n<span class=\"n\">t_span<\/span> <span class=\"o\">=<\/span> <span class=\"p\">[<\/span><span class=\"n\">t0<\/span><span class=\"p\">,<\/span> <span class=\"n\">t1<\/span><span class=\"p\">]<\/span>\r\n<span class=\"c1\"># phi \u306e\u521d\u671f\u5024<\/span>\r\n<span class=\"n\">y_ini<\/span> <span class=\"o\">=<\/span> <span class=\"p\">[<\/span><span class=\"mi\">0<\/span><span class=\"p\">]<\/span>\r\n\r\n<span class=\"c1\"># 1\u5468\u671f\u3042\u305f\u308a\u30b3\u30de\u6570<\/span>\r\n<span class=\"n\">frames<\/span> <span class=\"o\">=<\/span> <span class=\"mi\">36<\/span>\r\n<span class=\"c1\"># \u30b3\u30de\u306e\u9593\u306e\u5206\u5272\u6570\uff08\u6ed1\u3089\u304b\u306a\u66f2\u7dda\u306b\u3059\u308b\u305f\u3081\uff09<\/span>\r\n<span class=\"n\">ndiv<\/span> <span class=\"o\">=<\/span> <span class=\"mi\">10<\/span>\r\n<span class=\"c1\"># 1\u5468\u671f\u3042\u305f\u308a\u5206\u5272\u6570<\/span>\r\n<span class=\"n\">Ndiv<\/span> <span class=\"o\">=<\/span> <span class=\"n\">frames<\/span> <span class=\"o\">*<\/span> <span class=\"n\">ndiv<\/span>\r\n\r\n<span class=\"n\">t_list<\/span> <span class=\"o\">=<\/span> <span class=\"n\">np<\/span><span class=\"o\">.<\/span><span class=\"n\">linspace<\/span><span class=\"p\">(<\/span><span class=\"n\">t0<\/span><span class=\"p\">,<\/span> <span class=\"n\">t1<\/span><span class=\"p\">,<\/span> <span class=\"n\">t1<\/span><span class=\"o\">*<\/span><span class=\"n\">Ndiv<\/span><span class=\"o\">+<\/span><span class=\"mi\">1<\/span><span class=\"p\">)<\/span>\r\n<span class=\"n\">answer<\/span> <span class=\"o\">=<\/span> <span class=\"n\">solve_ivp<\/span><span class=\"p\">(<\/span><span class=\"n\">f<\/span><span class=\"p\">,<\/span> <span class=\"n\">t_span<\/span><span class=\"p\">,<\/span> <span class=\"n\">y_ini<\/span><span class=\"p\">,<\/span> \r\n                   <span class=\"n\">t_eval<\/span> <span class=\"o\">=<\/span> <span class=\"n\">t_list<\/span><span class=\"p\">,<\/span> \r\n                   <span class=\"c1\"># \u8a08\u7b97\u7cbe\u5ea6\u306e\u8a2d\u5b9a<\/span>\r\n                   <span class=\"n\">rtol<\/span> <span class=\"o\">=<\/span> <span class=\"mf\">1.e-13<\/span><span class=\"p\">,<\/span> <span class=\"n\">atol<\/span> <span class=\"o\">=<\/span> <span class=\"mf\">1.e-15<\/span><span class=\"p\">)<\/span>\r\n\r\n<span class=\"c1\"># \u8a08\u7b97\u7d50\u679c\u306f .y \u3068\u3057\u3066\u53d6\u308a\u51fa\u3057\u307e\u3059\u3002<\/span>\r\n<span class=\"n\">phii<\/span> <span class=\"o\">=<\/span> <span class=\"n\">answer<\/span><span class=\"o\">.<\/span><span class=\"n\">y<\/span><span class=\"p\">[<\/span><span class=\"mi\">0<\/span><span class=\"p\">]<\/span>\r\n<\/pre>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"cell border-box-sizing text_cell rendered\">\n<div class=\"prompt input_prompt\"><\/div>\n<div class=\"inner_cell\">\n<div class=\"text_cell_render border-box-sizing rendered_html\">\n<h3 id=\"\u8fd1\u70b9\u79fb\u52d5\u304c\u306a\u3044\u6955\u5186\u8ecc\u9053\u306e\u5834\u5408\">\u8fd1\u70b9\u79fb\u52d5\u304c\u306a\u3044\u6955\u5186\u8ecc\u9053\u306e\u5834\u5408<\/h3>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"cell border-box-sizing text_cell rendered\">\n<div class=\"prompt input_prompt\"><\/div>\n<div class=\"inner_cell\">\n<div class=\"text_cell_render border-box-sizing rendered_html\">\n<h4 id=\"\u30b0\u30e9\u30d5\">\u30b0\u30e9\u30d5<\/h4>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"cell border-box-sizing code_cell rendered\">\n<div class=\"input\">\n<div class=\"prompt input_prompt\">In\u00a0[4]:<\/div>\n<div class=\"inner_cell\">\n<div class=\"input_area\">\n<div class=\" highlight hl-ipython3\">\n<pre><span class=\"c1\"># 1\u5468\u671f\u3054\u3068\u306e\u8272\u3092 c=colors[i] \u3067\u8272\u5206\u3051\u3059\u308b<\/span>\r\n<span class=\"n\">colors<\/span> <span class=\"o\">=<\/span> <span class=\"n\">plt<\/span><span class=\"o\">.<\/span><span class=\"n\">rcParams<\/span><span class=\"p\">[<\/span><span class=\"s1\">'axes.prop_cycle'<\/span><span class=\"p\">]<\/span><span class=\"o\">.<\/span><span class=\"n\">by_key<\/span><span class=\"p\">()[<\/span><span class=\"s1\">'color'<\/span><span class=\"p\">]<\/span>\r\n<\/pre>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"cell border-box-sizing code_cell rendered\">\n<div class=\"input\">\n<div class=\"prompt input_prompt\">In\u00a0[5]:<\/div>\n<div class=\"inner_cell\">\n<div class=\"input_area\">\n<div class=\" highlight hl-ipython3\">\n<pre><span class=\"c1\"># \u8fd1\u70b9\u79fb\u52d5\u306a\u3057<\/span>\r\n<span class=\"n\">Delta<\/span> <span class=\"o\">=<\/span> <span class=\"mi\">0<\/span>\r\n<span class=\"n\">X<\/span> <span class=\"o\">=<\/span> <span class=\"n\">Xidou<\/span><span class=\"p\">(<\/span><span class=\"n\">phii<\/span><span class=\"p\">,<\/span> <span class=\"n\">Delta<\/span><span class=\"p\">)<\/span>\r\n<span class=\"n\">Y<\/span> <span class=\"o\">=<\/span> <span class=\"n\">Yidou<\/span><span class=\"p\">(<\/span><span class=\"n\">phii<\/span><span class=\"p\">,<\/span> <span class=\"n\">Delta<\/span><span class=\"p\">)<\/span>\r\n\r\n<span class=\"c1\"># \u30b0\u30e9\u30d5\u306e\u30b5\u30a4\u30ba\u306e\u8a2d\u5b9a<\/span>\r\n<span class=\"n\">fig<\/span> <span class=\"o\">=<\/span> <span class=\"n\">plt<\/span><span class=\"o\">.<\/span><span class=\"n\">figure<\/span><span class=\"p\">(<\/span><span class=\"n\">figsize<\/span><span class=\"o\">=<\/span><span class=\"p\">[<\/span><span class=\"mi\">6<\/span><span class=\"p\">,<\/span><span class=\"mi\">4<\/span><span class=\"p\">])<\/span>\r\n<span class=\"n\">ax<\/span> <span class=\"o\">=<\/span> <span class=\"n\">fig<\/span><span class=\"o\">.<\/span><span class=\"n\">add_subplot<\/span><span class=\"p\">()<\/span>\r\n<span class=\"c1\"># \u30b0\u30e9\u30d5\u306e\u7e26\u6a2a\u306e\u30a2\u30b9\u30da\u30af\u30c8\u6bd4\u3092 equal \u306b\u3002<\/span>\r\n<span class=\"n\">ax<\/span><span class=\"o\">.<\/span><span class=\"n\">set_aspect<\/span><span class=\"p\">(<\/span><span class=\"s1\">'equal'<\/span><span class=\"p\">)<\/span>\r\n\r\n<span class=\"c1\"># \u5916\u67a0\u3068\u76ee\u76db\u3092\u975e\u8868\u793a\u306b<\/span>\r\n<span class=\"n\">ax<\/span><span class=\"o\">.<\/span><span class=\"n\">axis<\/span><span class=\"p\">(<\/span><span class=\"s1\">'off'<\/span><span class=\"p\">)<\/span>\r\n\r\n<span class=\"c1\"># \u8ef8\u306e\u8a2d\u5b9a<\/span>\r\n<span class=\"n\">plt<\/span><span class=\"o\">.<\/span><span class=\"n\">axis<\/span><span class=\"p\">([<\/span><span class=\"o\">-<\/span><span class=\"mi\">2<\/span><span class=\"p\">,<\/span> <span class=\"mi\">1<\/span><span class=\"p\">,<\/span> <span class=\"o\">-<\/span><span class=\"mi\">1<\/span><span class=\"p\">,<\/span> <span class=\"mi\">1<\/span><span class=\"p\">])<\/span>\r\n\r\n<span class=\"k\">for<\/span> <span class=\"n\">j<\/span> <span class=\"ow\">in<\/span> <span class=\"nb\">range<\/span><span class=\"p\">(<\/span><span class=\"mi\">1<\/span><span class=\"p\">):<\/span>\r\n    <span class=\"n\">ini<\/span> <span class=\"o\">=<\/span> <span class=\"n\">Ndiv<\/span><span class=\"o\">*<\/span><span class=\"n\">j<\/span>\r\n    <span class=\"n\">end<\/span> <span class=\"o\">=<\/span> <span class=\"n\">Ndiv<\/span><span class=\"o\">*<\/span><span class=\"p\">(<\/span><span class=\"n\">j<\/span><span class=\"o\">+<\/span><span class=\"mi\">1<\/span><span class=\"p\">)<\/span><span class=\"o\">+<\/span><span class=\"mi\">1<\/span>\r\n    <span class=\"c1\"># Delta T \u3054\u3068\u306e\u4f4d\u7f6e<\/span>\r\n    <span class=\"n\">plt<\/span><span class=\"o\">.<\/span><span class=\"n\">scatter<\/span><span class=\"p\">(<\/span><span class=\"n\">X<\/span><span class=\"p\">[<\/span><span class=\"n\">ini<\/span><span class=\"p\">:<\/span><span class=\"n\">end<\/span><span class=\"p\">:<\/span><span class=\"n\">ndiv<\/span><span class=\"p\">],<\/span> <span class=\"n\">Y<\/span><span class=\"p\">[<\/span><span class=\"n\">ini<\/span><span class=\"p\">:<\/span><span class=\"n\">end<\/span><span class=\"p\">:<\/span><span class=\"n\">ndiv<\/span><span class=\"p\">],<\/span> <span class=\"n\">s<\/span><span class=\"o\">=<\/span><span class=\"mi\">5<\/span><span class=\"p\">)<\/span>\r\n    <span class=\"c1\"># 1\u5468\u671f\u5206\u306e\u8ecc\u9053<\/span>\r\n    <span class=\"n\">plt<\/span><span class=\"o\">.<\/span><span class=\"n\">plot<\/span><span class=\"p\">(<\/span><span class=\"n\">X<\/span><span class=\"p\">[<\/span><span class=\"n\">ini<\/span><span class=\"p\">:<\/span><span class=\"n\">end<\/span><span class=\"p\">],<\/span> <span class=\"n\">Y<\/span><span class=\"p\">[<\/span><span class=\"n\">ini<\/span><span class=\"p\">:<\/span><span class=\"n\">end<\/span><span class=\"p\">],<\/span> <span class=\"n\">lw<\/span><span class=\"o\">=<\/span><span class=\"mi\">2<\/span><span class=\"p\">)<\/span>\r\n    <span class=\"c1\"># \u539f\u70b9\u3068\u8fd1\u70b9\u3092\u7d50\u3076\u70b9\u7dda<\/span>\r\n    <span class=\"n\">plt<\/span><span class=\"o\">.<\/span><span class=\"n\">plot<\/span><span class=\"p\">([<\/span><span class=\"mi\">0<\/span><span class=\"p\">,<\/span> <span class=\"n\">X<\/span><span class=\"p\">[<\/span><span class=\"n\">ini<\/span><span class=\"p\">]],<\/span> <span class=\"p\">[<\/span><span class=\"mi\">0<\/span><span class=\"p\">,<\/span> <span class=\"n\">Y<\/span><span class=\"p\">[<\/span><span class=\"n\">ini<\/span><span class=\"p\">]],<\/span> \r\n             <span class=\"n\">c<\/span><span class=\"o\">=<\/span><span class=\"n\">colors<\/span><span class=\"p\">[<\/span><span class=\"n\">j<\/span><span class=\"p\">],<\/span> <span class=\"n\">lw<\/span><span class=\"o\">=<\/span><span class=\"mf\">0.5<\/span><span class=\"p\">,<\/span> <span class=\"n\">linestyle<\/span> <span class=\"o\">=<\/span> <span class=\"s2\">\"dashed\"<\/span><span class=\"p\">)<\/span>\r\n    <span class=\"c1\"># \u8fd1\u70b9\u306e\u4f4d\u7f6e<\/span>\r\n    <span class=\"n\">plt<\/span><span class=\"o\">.<\/span><span class=\"n\">scatter<\/span><span class=\"p\">(<\/span><span class=\"n\">X<\/span><span class=\"p\">[<\/span><span class=\"n\">ini<\/span><span class=\"p\">],<\/span> <span class=\"n\">Y<\/span><span class=\"p\">[<\/span><span class=\"n\">ini<\/span><span class=\"p\">],<\/span> <span class=\"n\">s<\/span><span class=\"o\">=<\/span><span class=\"mi\">10<\/span><span class=\"p\">,<\/span> <span class=\"n\">c<\/span><span class=\"o\">=<\/span><span class=\"n\">colors<\/span><span class=\"p\">[<\/span><span class=\"n\">j<\/span><span class=\"p\">])<\/span>\r\n\r\n<span class=\"c1\"># x\u8ef8 y\u8ef8<\/span>\r\n<span class=\"n\">plt<\/span><span class=\"o\">.<\/span><span class=\"n\">axhline<\/span><span class=\"p\">(<\/span><span class=\"mi\">0<\/span><span class=\"p\">,<\/span> <span class=\"n\">color<\/span><span class=\"o\">=<\/span><span class=\"s1\">'gray'<\/span><span class=\"p\">,<\/span> <span class=\"n\">dashes<\/span><span class=\"o\">=<\/span><span class=\"p\">(<\/span><span class=\"mi\">3<\/span><span class=\"p\">,<\/span> <span class=\"mi\">3<\/span><span class=\"p\">),<\/span> <span class=\"n\">linewidth<\/span><span class=\"o\">=<\/span><span class=\"mf\">0.5<\/span><span class=\"p\">)<\/span>\r\n<span class=\"n\">plt<\/span><span class=\"o\">.<\/span><span class=\"n\">axvline<\/span><span class=\"p\">(<\/span><span class=\"mi\">0<\/span><span class=\"p\">,<\/span> <span class=\"n\">color<\/span><span class=\"o\">=<\/span><span class=\"s1\">'gray'<\/span><span class=\"p\">,<\/span> <span class=\"n\">dashes<\/span><span class=\"o\">=<\/span><span class=\"p\">(<\/span><span class=\"mi\">3<\/span><span class=\"p\">,<\/span> <span class=\"mi\">3<\/span><span class=\"p\">),<\/span> <span class=\"n\">linewidth<\/span><span class=\"o\">=<\/span><span class=\"mf\">0.5<\/span><span class=\"p\">);<\/span>\r\n<\/pre>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"output_wrapper\">\n<div class=\"output\">\n<div class=\"output_area\">\n<div class=\"prompt\"><\/div>\n<div class=\"output_svg output_subarea \">\n<p><!--?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?--><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-7346\" src=\"https:\/\/home.hirosaki-u.ac.jp\/relativity\/wp-content\/uploads\/sites\/76\/Pnoidou00.svg\" alt=\"\" width=\"640\" height=\"427\" \/><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"cell border-box-sizing text_cell rendered\">\n<div class=\"prompt input_prompt\"><\/div>\n<div class=\"inner_cell\">\n<div class=\"text_cell_render border-box-sizing rendered_html\">\n<h4 id=\"\u30a2\u30cb\u30e1\u30fc\u30b7\u30e7\u30f3\">\u30a2\u30cb\u30e1\u30fc\u30b7\u30e7\u30f3<\/h4>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"cell border-box-sizing code_cell rendered\">\n<div class=\"input\">\n<div class=\"prompt input_prompt\">In\u00a0[6]:<\/div>\n<div class=\"inner_cell\">\n<div class=\"input_area\">\n<div class=\" highlight hl-ipython3\">\n<pre><span class=\"c1\"># \u8fd1\u70b9\u79fb\u52d5\u306a\u3057<\/span>\r\n<span class=\"n\">Delta<\/span> <span class=\"o\">=<\/span> <span class=\"mi\">0<\/span>\r\n<span class=\"n\">X<\/span> <span class=\"o\">=<\/span> <span class=\"n\">Xidou<\/span><span class=\"p\">(<\/span><span class=\"n\">phii<\/span><span class=\"p\">,<\/span> <span class=\"n\">Delta<\/span><span class=\"p\">)<\/span>\r\n<span class=\"n\">Y<\/span> <span class=\"o\">=<\/span> <span class=\"n\">Yidou<\/span><span class=\"p\">(<\/span><span class=\"n\">phii<\/span><span class=\"p\">,<\/span> <span class=\"n\">Delta<\/span><span class=\"p\">)<\/span>\r\n\r\n<span class=\"n\">flist<\/span> <span class=\"o\">=<\/span> <span class=\"p\">[]<\/span>\r\n<span class=\"k\">for<\/span> <span class=\"n\">scene<\/span> <span class=\"ow\">in<\/span> <span class=\"nb\">range<\/span><span class=\"p\">(<\/span><span class=\"n\">t1<\/span><span class=\"p\">):<\/span>\r\n    \r\n    <span class=\"c1\"># \u30b0\u30e9\u30d5\u306e\u30b5\u30a4\u30ba\u306e\u8a2d\u5b9a<\/span>\r\n    <span class=\"n\">fig<\/span> <span class=\"o\">=<\/span> <span class=\"n\">plt<\/span><span class=\"o\">.<\/span><span class=\"n\">figure<\/span><span class=\"p\">(<\/span><span class=\"n\">figsize<\/span><span class=\"o\">=<\/span><span class=\"p\">[<\/span><span class=\"mi\">6<\/span><span class=\"p\">,<\/span><span class=\"mi\">4<\/span><span class=\"p\">])<\/span>\r\n    <span class=\"n\">ax<\/span> <span class=\"o\">=<\/span> <span class=\"n\">fig<\/span><span class=\"o\">.<\/span><span class=\"n\">add_subplot<\/span><span class=\"p\">()<\/span>\r\n\r\n    <span class=\"c1\"># \u30b0\u30e9\u30d5\u306e\u7e26\u6a2a\u306e\u30a2\u30b9\u30da\u30af\u30c8\u6bd4\u3092 equal \u306b\u3002<\/span>\r\n    <span class=\"n\">ax<\/span><span class=\"o\">.<\/span><span class=\"n\">set_aspect<\/span><span class=\"p\">(<\/span><span class=\"s1\">'equal'<\/span><span class=\"p\">)<\/span>\r\n\r\n    <span class=\"k\">def<\/span> <span class=\"nf\">func<\/span><span class=\"p\">(<\/span><span class=\"n\">i<\/span><span class=\"p\">):<\/span>\r\n        <span class=\"k\">global<\/span> <span class=\"n\">scene<\/span><span class=\"p\">,<\/span> <span class=\"n\">frames<\/span><span class=\"p\">,<\/span> <span class=\"n\">ndiv<\/span>\r\n        <span class=\"c1\"># \u524d\u306e frame \u3092\u6d88\u3059<\/span>\r\n        <span class=\"n\">plt<\/span><span class=\"o\">.<\/span><span class=\"n\">cla<\/span><span class=\"p\">()<\/span>\r\n        <span class=\"c1\"># \u5916\u67a0\u3068\u76ee\u76db\u3092\u975e\u8868\u793a\u306b<\/span>\r\n        <span class=\"n\">ax<\/span><span class=\"o\">.<\/span><span class=\"n\">axis<\/span><span class=\"p\">(<\/span><span class=\"s1\">'off'<\/span><span class=\"p\">)<\/span>\r\n        <span class=\"c1\"># \u8ef8\u306e\u8a2d\u5b9a<\/span>\r\n        <span class=\"n\">plt<\/span><span class=\"o\">.<\/span><span class=\"n\">axis<\/span><span class=\"p\">([<\/span><span class=\"o\">-<\/span><span class=\"mi\">2<\/span><span class=\"p\">,<\/span> <span class=\"mi\">1<\/span><span class=\"p\">,<\/span> <span class=\"o\">-<\/span><span class=\"mi\">1<\/span><span class=\"p\">,<\/span> <span class=\"mi\">1<\/span><span class=\"p\">])<\/span>\r\n\r\n        <span class=\"c1\"># 1\u3064\u524d\u307e\u3067\u306e\u30b7\u30fc\u30f3\u306e\u8ecc\u9053\u3092\u8272\u5206\u3051\u3057\u3066\u63cf\u3044\u3066\u304a\u304f<\/span>\r\n        <span class=\"k\">for<\/span> <span class=\"n\">j<\/span> <span class=\"ow\">in<\/span> <span class=\"nb\">range<\/span><span class=\"p\">(<\/span><span class=\"n\">scene<\/span><span class=\"p\">):<\/span>\r\n            <span class=\"n\">ini<\/span> <span class=\"o\">=<\/span> <span class=\"n\">j<\/span><span class=\"o\">*<\/span><span class=\"n\">frames<\/span><span class=\"o\">*<\/span><span class=\"n\">ndiv<\/span>\r\n            <span class=\"n\">end<\/span> <span class=\"o\">=<\/span> <span class=\"p\">(<\/span><span class=\"n\">j<\/span><span class=\"o\">+<\/span><span class=\"mi\">1<\/span><span class=\"p\">)<\/span><span class=\"o\">*<\/span><span class=\"n\">frames<\/span><span class=\"o\">*<\/span><span class=\"n\">ndiv<\/span> <span class=\"o\">+<\/span> <span class=\"mi\">1<\/span>\r\n            <span class=\"c1\"># \u8ecc\u9053<\/span>\r\n            <span class=\"n\">plt<\/span><span class=\"o\">.<\/span><span class=\"n\">plot<\/span><span class=\"p\">(<\/span><span class=\"n\">X<\/span><span class=\"p\">[<\/span><span class=\"n\">ini<\/span><span class=\"p\">:<\/span><span class=\"n\">end<\/span><span class=\"p\">],<\/span> <span class=\"n\">Y<\/span><span class=\"p\">[<\/span><span class=\"n\">ini<\/span><span class=\"p\">:<\/span><span class=\"n\">end<\/span><span class=\"p\">],<\/span> \r\n                     <span class=\"n\">lw<\/span><span class=\"o\">=<\/span><span class=\"mi\">2<\/span><span class=\"p\">,<\/span> <span class=\"n\">c<\/span><span class=\"o\">=<\/span><span class=\"n\">colors<\/span><span class=\"p\">[<\/span><span class=\"n\">j<\/span><span class=\"p\">])<\/span>\r\n            <span class=\"c1\"># Delta T \u3054\u3068\u306e\u4f4d\u7f6e<\/span>\r\n            <span class=\"n\">plt<\/span><span class=\"o\">.<\/span><span class=\"n\">scatter<\/span><span class=\"p\">(<\/span><span class=\"n\">X<\/span><span class=\"p\">[<\/span><span class=\"n\">ini<\/span><span class=\"p\">:<\/span><span class=\"n\">end<\/span><span class=\"p\">:<\/span><span class=\"n\">ndiv<\/span><span class=\"p\">],<\/span> <span class=\"n\">Y<\/span><span class=\"p\">[<\/span><span class=\"n\">ini<\/span><span class=\"p\">:<\/span><span class=\"n\">end<\/span><span class=\"p\">:<\/span><span class=\"n\">ndiv<\/span><span class=\"p\">],<\/span> \r\n                        <span class=\"n\">s<\/span><span class=\"o\">=<\/span><span class=\"mi\">5<\/span><span class=\"p\">,<\/span> <span class=\"n\">c<\/span><span class=\"o\">=<\/span><span class=\"n\">colors<\/span><span class=\"p\">[<\/span><span class=\"n\">j<\/span><span class=\"p\">])<\/span>\r\n            <span class=\"c1\"># \u539f\u70b9\u3068\u8fd1\u70b9\u3092\u7d50\u3076\u70b9\u7dda<\/span>\r\n            <span class=\"n\">plt<\/span><span class=\"o\">.<\/span><span class=\"n\">plot<\/span><span class=\"p\">([<\/span><span class=\"mi\">0<\/span><span class=\"p\">,<\/span> <span class=\"n\">X<\/span><span class=\"p\">[<\/span><span class=\"n\">ini<\/span><span class=\"p\">]],<\/span> <span class=\"p\">[<\/span><span class=\"mi\">0<\/span><span class=\"p\">,<\/span> <span class=\"n\">Y<\/span><span class=\"p\">[<\/span><span class=\"n\">ini<\/span><span class=\"p\">]],<\/span> \r\n                     <span class=\"n\">c<\/span><span class=\"o\">=<\/span><span class=\"n\">colors<\/span><span class=\"p\">[<\/span><span class=\"n\">j<\/span><span class=\"p\">],<\/span> <span class=\"n\">lw<\/span><span class=\"o\">=<\/span><span class=\"mf\">0.5<\/span><span class=\"p\">,<\/span> <span class=\"n\">linestyle<\/span> <span class=\"o\">=<\/span> <span class=\"s2\">\"dashed\"<\/span><span class=\"p\">)<\/span>\r\n            <span class=\"c1\"># \u8fd1\u70b9\u306e\u4f4d\u7f6e<\/span>\r\n            <span class=\"n\">plt<\/span><span class=\"o\">.<\/span><span class=\"n\">scatter<\/span><span class=\"p\">(<\/span><span class=\"n\">X<\/span><span class=\"p\">[<\/span><span class=\"n\">ini<\/span><span class=\"p\">],<\/span> <span class=\"n\">Y<\/span><span class=\"p\">[<\/span><span class=\"n\">ini<\/span><span class=\"p\">],<\/span> <span class=\"n\">s<\/span><span class=\"o\">=<\/span><span class=\"mi\">10<\/span><span class=\"p\">,<\/span> <span class=\"n\">c<\/span><span class=\"o\">=<\/span><span class=\"n\">colors<\/span><span class=\"p\">[<\/span><span class=\"n\">j<\/span><span class=\"p\">])<\/span>\r\n\r\n        <span class=\"c1\"># \u672c\u30b7\u30fc\u30f3\u306e\u8ecc\u9053\u3092\u6642\u3005\u523b\u3005\u3068\u63cf\u304f<\/span>\r\n        <span class=\"n\">ini<\/span> <span class=\"o\">=<\/span> <span class=\"n\">scene<\/span><span class=\"o\">*<\/span><span class=\"n\">frames<\/span><span class=\"o\">*<\/span><span class=\"n\">ndiv<\/span>\r\n        <span class=\"n\">end<\/span> <span class=\"o\">=<\/span> <span class=\"n\">ini<\/span> <span class=\"o\">+<\/span> <span class=\"n\">i<\/span><span class=\"o\">*<\/span><span class=\"n\">ndiv<\/span> <span class=\"o\">+<\/span> <span class=\"mi\">1<\/span>\r\n        <span class=\"c1\"># Delta T \u3054\u3068\u306e\u4f4d\u7f6e<\/span>\r\n        <span class=\"n\">plt<\/span><span class=\"o\">.<\/span><span class=\"n\">scatter<\/span><span class=\"p\">(<\/span><span class=\"n\">X<\/span><span class=\"p\">[<\/span><span class=\"n\">ini<\/span><span class=\"p\">:<\/span><span class=\"n\">end<\/span><span class=\"p\">:<\/span><span class=\"n\">ndiv<\/span><span class=\"p\">],<\/span> <span class=\"n\">Y<\/span><span class=\"p\">[<\/span><span class=\"n\">ini<\/span><span class=\"p\">:<\/span><span class=\"n\">end<\/span><span class=\"p\">:<\/span><span class=\"n\">ndiv<\/span><span class=\"p\">],<\/span> \r\n                    <span class=\"n\">s<\/span><span class=\"o\">=<\/span><span class=\"mi\">5<\/span><span class=\"p\">,<\/span> <span class=\"n\">c<\/span><span class=\"o\">=<\/span><span class=\"n\">colors<\/span><span class=\"p\">[<\/span><span class=\"n\">scene<\/span><span class=\"p\">])<\/span>\r\n        <span class=\"c1\"># i*10 \u307e\u3067\u306e\u8ecc\u9053<\/span>\r\n        <span class=\"n\">plt<\/span><span class=\"o\">.<\/span><span class=\"n\">plot<\/span><span class=\"p\">(<\/span><span class=\"n\">X<\/span><span class=\"p\">[<\/span><span class=\"n\">ini<\/span><span class=\"p\">:<\/span><span class=\"n\">end<\/span><span class=\"p\">],<\/span> <span class=\"n\">Y<\/span><span class=\"p\">[<\/span><span class=\"n\">ini<\/span><span class=\"p\">:<\/span><span class=\"n\">end<\/span><span class=\"p\">],<\/span> \r\n                 <span class=\"n\">lw<\/span><span class=\"o\">=<\/span><span class=\"mi\">2<\/span><span class=\"p\">,<\/span> <span class=\"n\">c<\/span><span class=\"o\">=<\/span><span class=\"n\">colors<\/span><span class=\"p\">[<\/span><span class=\"n\">scene<\/span><span class=\"p\">])<\/span>\r\n        <span class=\"c1\"># \u539f\u70b9\u3068\u8fd1\u70b9\u3092\u7d50\u3076\u70b9\u7dda<\/span>\r\n        <span class=\"n\">plt<\/span><span class=\"o\">.<\/span><span class=\"n\">plot<\/span><span class=\"p\">([<\/span><span class=\"mi\">0<\/span><span class=\"p\">,<\/span> <span class=\"n\">X<\/span><span class=\"p\">[<\/span><span class=\"n\">ini<\/span><span class=\"p\">]],<\/span> <span class=\"p\">[<\/span><span class=\"mi\">0<\/span><span class=\"p\">,<\/span> <span class=\"n\">Y<\/span><span class=\"p\">[<\/span><span class=\"n\">ini<\/span><span class=\"p\">]],<\/span> \r\n                 <span class=\"n\">c<\/span><span class=\"o\">=<\/span><span class=\"n\">colors<\/span><span class=\"p\">[<\/span><span class=\"n\">scene<\/span><span class=\"p\">],<\/span> <span class=\"n\">lw<\/span><span class=\"o\">=<\/span><span class=\"mf\">0.5<\/span><span class=\"p\">,<\/span> <span class=\"n\">linestyle<\/span> <span class=\"o\">=<\/span> <span class=\"s2\">\"dashed\"<\/span><span class=\"p\">)<\/span>\r\n        <span class=\"c1\"># \u8fd1\u70b9\u306e\u4f4d\u7f6e<\/span>\r\n        <span class=\"n\">plt<\/span><span class=\"o\">.<\/span><span class=\"n\">scatter<\/span><span class=\"p\">(<\/span><span class=\"n\">X<\/span><span class=\"p\">[<\/span><span class=\"n\">ini<\/span><span class=\"p\">],<\/span> <span class=\"n\">Y<\/span><span class=\"p\">[<\/span><span class=\"n\">ini<\/span><span class=\"p\">],<\/span> <span class=\"n\">s<\/span><span class=\"o\">=<\/span><span class=\"mi\">10<\/span><span class=\"p\">,<\/span> <span class=\"n\">c<\/span><span class=\"o\">=<\/span><span class=\"n\">colors<\/span><span class=\"p\">[<\/span><span class=\"n\">scene<\/span><span class=\"p\">])<\/span>\r\n\r\n        <span class=\"c1\"># x\u8ef8 y\u8ef8<\/span>\r\n        <span class=\"n\">plt<\/span><span class=\"o\">.<\/span><span class=\"n\">axhline<\/span><span class=\"p\">(<\/span><span class=\"mi\">0<\/span><span class=\"p\">,<\/span> <span class=\"n\">color<\/span><span class=\"o\">=<\/span><span class=\"s1\">'gray'<\/span><span class=\"p\">,<\/span> <span class=\"n\">dashes<\/span><span class=\"o\">=<\/span><span class=\"p\">(<\/span><span class=\"mi\">3<\/span><span class=\"p\">,<\/span> <span class=\"mi\">3<\/span><span class=\"p\">),<\/span> <span class=\"n\">linewidth<\/span><span class=\"o\">=<\/span><span class=\"mf\">0.5<\/span><span class=\"p\">)<\/span>\r\n        <span class=\"n\">plt<\/span><span class=\"o\">.<\/span><span class=\"n\">axvline<\/span><span class=\"p\">(<\/span><span class=\"mi\">0<\/span><span class=\"p\">,<\/span> <span class=\"n\">color<\/span><span class=\"o\">=<\/span><span class=\"s1\">'gray'<\/span><span class=\"p\">,<\/span> <span class=\"n\">dashes<\/span><span class=\"o\">=<\/span><span class=\"p\">(<\/span><span class=\"mi\">3<\/span><span class=\"p\">,<\/span> <span class=\"mi\">3<\/span><span class=\"p\">),<\/span> <span class=\"n\">linewidth<\/span><span class=\"o\">=<\/span><span class=\"mf\">0.5<\/span><span class=\"p\">);<\/span>\r\n\r\n    <span class=\"n\">ani<\/span> <span class=\"o\">=<\/span> <span class=\"n\">FuncAnimation<\/span><span class=\"p\">(<\/span><span class=\"n\">fig<\/span><span class=\"p\">,<\/span> <span class=\"n\">func<\/span><span class=\"p\">,<\/span>  \r\n            <span class=\"n\">interval<\/span> <span class=\"o\">=<\/span> <span class=\"mi\">100<\/span><span class=\"p\">,<\/span> \r\n            <span class=\"n\">frames<\/span> <span class=\"o\">=<\/span> <span class=\"nb\">range<\/span><span class=\"p\">(<\/span><span class=\"n\">frames<\/span><span class=\"o\">+<\/span><span class=\"mi\">1<\/span><span class=\"p\">))<\/span>\r\n    <span class=\"n\">fname<\/span> <span class=\"o\">=<\/span> <span class=\"s1\">'noidou<\/span><span class=\"si\">%02d<\/span><span class=\"s1\">.mp4'<\/span> <span class=\"o\">%<\/span> <span class=\"n\">scene<\/span>\r\n    <span class=\"n\">ani<\/span><span class=\"o\">.<\/span><span class=\"n\">save<\/span><span class=\"p\">(<\/span><span class=\"n\">fname<\/span><span class=\"p\">,<\/span> <span class=\"n\">dpi<\/span><span class=\"o\">=<\/span><span class=\"mi\">300<\/span><span class=\"p\">)<\/span>\r\n    <span class=\"n\">flist<\/span> <span class=\"o\">+=<\/span> <span class=\"p\">[<\/span><span class=\"s1\">'file '<\/span> <span class=\"o\">+<\/span> <span class=\"n\">fname<\/span><span class=\"p\">]<\/span>\r\n<\/pre>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"cell border-box-sizing text_cell rendered\">\n<div class=\"prompt input_prompt\"><\/div>\n<div class=\"inner_cell\">\n<div class=\"text_cell_render border-box-sizing rendered_html\">\n<h4 id=\"ffmpeg-\u3067\u52d5\u753b\u3092\u9023\u7d50\u3059\u308b\">ffmpeg \u3067\u52d5\u753b\u3092\u9023\u7d50\u3059\u308b<\/h4>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"cell border-box-sizing code_cell rendered\">\n<div class=\"input\">\n<div class=\"prompt input_prompt\">In\u00a0[7]:<\/div>\n<div class=\"inner_cell\">\n<div class=\"input_area\">\n<div class=\" highlight hl-ipython3\">\n<pre><span class=\"c1\"># flist \u306e\u5185\u5bb9\u78ba\u8a8d<\/span>\r\n<span class=\"n\">flist<\/span>\r\n<\/pre>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"output_wrapper\">\n<div class=\"output\">\n<div class=\"output_area\">\n<div class=\"prompt output_prompt\">Out[7]:<\/div>\n<div class=\"output_text output_subarea output_execute_result\">\n<pre>['file noidou00.mp4',\r\n 'file noidou01.mp4',\r\n 'file noidou02.mp4',\r\n 'file noidou03.mp4',\r\n 'file noidou04.mp4']<\/pre>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"cell border-box-sizing code_cell rendered\">\n<div class=\"input\">\n<div class=\"prompt input_prompt\">In\u00a0[8]:<\/div>\n<div class=\"inner_cell\">\n<div class=\"input_area\">\n<div class=\" highlight hl-ipython3\">\n<pre><span class=\"c1\"># flist \u3092\u30d5\u30a1\u30a4\u30eb\u306b\u66f8\u304d\u8fbc\u3080<\/span>\r\n<span class=\"n\">np<\/span><span class=\"o\">.<\/span><span class=\"n\">savetxt<\/span><span class=\"p\">(<\/span><span class=\"s1\">'input.txt'<\/span><span class=\"p\">,<\/span> <span class=\"n\">flist<\/span><span class=\"p\">,<\/span> <span class=\"n\">fmt<\/span><span class=\"o\">=<\/span><span class=\"s1\">'<\/span><span class=\"si\">%s<\/span><span class=\"s1\">'<\/span><span class=\"p\">)<\/span> <span class=\"c1\"># \u6587\u5b57\u5217\u3068\u3057\u3066\u66f8\u304d\u8fbc\u3080<\/span>\r\n\r\n<span class=\"c1\"># \u3059\u3067\u306b\uff08\u53e4\u3044\uff09\u30d5\u30a1\u30a4\u30eb\u304c\u3042\u308b\u5834\u5408\u306f\u524a\u9664<\/span>\r\n<span class=\"o\">!<\/span>rm -f noidou.mp4\r\n\r\n<span class=\"c1\"># input.txt \u306e\u5185\u5bb9\u306b\u3057\u305f\u304c\u3063\u3066\u9023\u7d50\u3059\u308b<\/span>\r\n<span class=\"o\">!<\/span>ffmpeg -hide_banner -loglevel error -f concat -i input.txt -c copy noidou.mp4\r\n\r\n<span class=\"c1\"># \u9023\u7d50\u5f8c\u306f\u5404\u30b7\u30fc\u30f3\u3054\u3068\u306e\u30d5\u30a1\u30a4\u30eb\u7b49\u3092\u524a\u9664\u3059\u308b<\/span>\r\n<span class=\"o\">!<\/span>rm -f noidou??.mp4\r\n<span class=\"o\">!<\/span>rm -f input.txt\r\n<\/pre>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"cell border-box-sizing text_cell rendered\">\n<div class=\"prompt input_prompt\"><\/div>\n<div class=\"inner_cell\">\n<div class=\"text_cell_render border-box-sizing rendered_html\">\n<div style=\"width: 750px;\" class=\"wp-video\"><!--[if lt IE 9]><script>document.createElement('video');<\/script><![endif]-->\n<video class=\"wp-video-shortcode\" id=\"video-7279-1\" width=\"750\" height=\"500\" loop preload=\"auto\" controls=\"controls\"><source type=\"video\/mp4\" src=\"https:\/\/home.hirosaki-u.ac.jp\/relativity\/wp-content\/uploads\/sites\/76\/Noidou.mp4?_=1\" \/><a href=\"https:\/\/home.hirosaki-u.ac.jp\/relativity\/wp-content\/uploads\/sites\/76\/Noidou.mp4\">https:\/\/home.hirosaki-u.ac.jp\/relativity\/wp-content\/uploads\/sites\/76\/Noidou.mp4<\/a><\/video><\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"cell border-box-sizing text_cell rendered\">\n<div class=\"prompt input_prompt\"><\/div>\n<div class=\"inner_cell\">\n<div class=\"text_cell_render border-box-sizing rendered_html\">\n<h3 id=\"\u8fd1\u70b9\u79fb\u52d5\u304c\u3042\u308b\u5834\u5408\">\u8fd1\u70b9\u79fb\u52d5\u304c\u3042\u308b\u5834\u5408<\/h3>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"cell border-box-sizing text_cell rendered\">\n<div class=\"prompt input_prompt\"><\/div>\n<div class=\"inner_cell\">\n<div class=\"text_cell_render border-box-sizing rendered_html\">\n<h4 id=\"\u30b0\u30e9\u30d5\">\u30b0\u30e9\u30d5<\/h4>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"cell border-box-sizing code_cell rendered\">\n<div class=\"input\">\n<div class=\"prompt input_prompt\">In\u00a0[9]:<\/div>\n<div class=\"inner_cell\">\n<div class=\"input_area\">\n<div class=\" highlight hl-ipython3\">\n<pre><span class=\"c1\"># \u8fd1\u70b9\u79fb\u52d5\u3042\u308a<\/span>\r\n<span class=\"n\">Delta<\/span> <span class=\"o\">=<\/span> <span class=\"mf\">0.05<\/span>\r\n<span class=\"n\">X<\/span> <span class=\"o\">=<\/span> <span class=\"n\">Xidou<\/span><span class=\"p\">(<\/span><span class=\"n\">phii<\/span><span class=\"p\">,<\/span> <span class=\"n\">Delta<\/span><span class=\"p\">)<\/span>\r\n<span class=\"n\">Y<\/span> <span class=\"o\">=<\/span> <span class=\"n\">Yidou<\/span><span class=\"p\">(<\/span><span class=\"n\">phii<\/span><span class=\"p\">,<\/span> <span class=\"n\">Delta<\/span><span class=\"p\">)<\/span>\r\n\r\n<span class=\"c1\"># \u30b0\u30e9\u30d5\u306e\u30b5\u30a4\u30ba\u306e\u8a2d\u5b9a<\/span>\r\n<span class=\"n\">fig<\/span> <span class=\"o\">=<\/span> <span class=\"n\">plt<\/span><span class=\"o\">.<\/span><span class=\"n\">figure<\/span><span class=\"p\">(<\/span><span class=\"n\">figsize<\/span><span class=\"o\">=<\/span><span class=\"p\">[<\/span><span class=\"mi\">6<\/span><span class=\"p\">,<\/span><span class=\"mi\">6<\/span><span class=\"p\">])<\/span>\r\n<span class=\"n\">ax<\/span> <span class=\"o\">=<\/span> <span class=\"n\">fig<\/span><span class=\"o\">.<\/span><span class=\"n\">add_subplot<\/span><span class=\"p\">()<\/span>\r\n<span class=\"c1\"># \u30b0\u30e9\u30d5\u306e\u7e26\u6a2a\u306e\u30a2\u30b9\u30da\u30af\u30c8\u6bd4\u3092 equal \u306b\u3002<\/span>\r\n<span class=\"n\">ax<\/span><span class=\"o\">.<\/span><span class=\"n\">set_aspect<\/span><span class=\"p\">(<\/span><span class=\"s1\">'equal'<\/span><span class=\"p\">)<\/span>\r\n\r\n<span class=\"c1\"># \u5916\u67a0\u3068\u76ee\u76db\u3092\u975e\u8868\u793a\u306b<\/span>\r\n<span class=\"n\">ax<\/span><span class=\"o\">.<\/span><span class=\"n\">axis<\/span><span class=\"p\">(<\/span><span class=\"s1\">'off'<\/span><span class=\"p\">)<\/span>\r\n\r\n<span class=\"c1\"># \u8ef8\u306e\u8a2d\u5b9a<\/span>\r\n<span class=\"n\">plt<\/span><span class=\"o\">.<\/span><span class=\"n\">axis<\/span><span class=\"p\">([<\/span><span class=\"o\">-<\/span><span class=\"mi\">2<\/span><span class=\"p\">,<\/span> <span class=\"mi\">1<\/span><span class=\"p\">,<\/span> <span class=\"o\">-<\/span><span class=\"mi\">2<\/span><span class=\"p\">,<\/span> <span class=\"mi\">1<\/span><span class=\"p\">])<\/span>\r\n\r\n<span class=\"k\">for<\/span> <span class=\"n\">j<\/span> <span class=\"ow\">in<\/span> <span class=\"nb\">range<\/span><span class=\"p\">(<\/span><span class=\"n\">t1<\/span><span class=\"p\">):<\/span>\r\n    <span class=\"n\">ini<\/span> <span class=\"o\">=<\/span> <span class=\"n\">Ndiv<\/span><span class=\"o\">*<\/span><span class=\"n\">j<\/span>\r\n    <span class=\"n\">end<\/span> <span class=\"o\">=<\/span> <span class=\"n\">Ndiv<\/span><span class=\"o\">*<\/span><span class=\"p\">(<\/span><span class=\"n\">j<\/span><span class=\"o\">+<\/span><span class=\"mi\">1<\/span><span class=\"p\">)<\/span><span class=\"o\">+<\/span><span class=\"mi\">1<\/span>\r\n    <span class=\"c1\"># Delta T \u3054\u3068\u306e\u4f4d\u7f6e<\/span>\r\n    <span class=\"n\">plt<\/span><span class=\"o\">.<\/span><span class=\"n\">scatter<\/span><span class=\"p\">(<\/span><span class=\"n\">X<\/span><span class=\"p\">[<\/span><span class=\"n\">ini<\/span><span class=\"p\">:<\/span><span class=\"n\">end<\/span><span class=\"p\">:<\/span><span class=\"n\">ndiv<\/span><span class=\"p\">],<\/span> <span class=\"n\">Y<\/span><span class=\"p\">[<\/span><span class=\"n\">ini<\/span><span class=\"p\">:<\/span><span class=\"n\">end<\/span><span class=\"p\">:<\/span><span class=\"n\">ndiv<\/span><span class=\"p\">],<\/span> <span class=\"n\">s<\/span><span class=\"o\">=<\/span><span class=\"mi\">5<\/span><span class=\"p\">)<\/span>\r\n    <span class=\"c1\"># 1\u5468\u671f\u5206\u306e\u8ecc\u9053<\/span>\r\n    <span class=\"n\">plt<\/span><span class=\"o\">.<\/span><span class=\"n\">plot<\/span><span class=\"p\">(<\/span><span class=\"n\">X<\/span><span class=\"p\">[<\/span><span class=\"n\">ini<\/span><span class=\"p\">:<\/span><span class=\"n\">end<\/span><span class=\"p\">],<\/span> <span class=\"n\">Y<\/span><span class=\"p\">[<\/span><span class=\"n\">ini<\/span><span class=\"p\">:<\/span><span class=\"n\">end<\/span><span class=\"p\">],<\/span> <span class=\"n\">lw<\/span><span class=\"o\">=<\/span><span class=\"mi\">2<\/span><span class=\"p\">)<\/span>\r\n    <span class=\"c1\"># \u539f\u70b9\u3068\u8fd1\u70b9\u3092\u7d50\u3076\u70b9\u7dda<\/span>\r\n    <span class=\"n\">plt<\/span><span class=\"o\">.<\/span><span class=\"n\">plot<\/span><span class=\"p\">([<\/span><span class=\"mi\">0<\/span><span class=\"p\">,<\/span> <span class=\"n\">X<\/span><span class=\"p\">[<\/span><span class=\"n\">ini<\/span><span class=\"p\">]],<\/span> <span class=\"p\">[<\/span><span class=\"mi\">0<\/span><span class=\"p\">,<\/span> <span class=\"n\">Y<\/span><span class=\"p\">[<\/span><span class=\"n\">ini<\/span><span class=\"p\">]],<\/span> \r\n             <span class=\"n\">c<\/span><span class=\"o\">=<\/span><span class=\"n\">colors<\/span><span class=\"p\">[<\/span><span class=\"n\">j<\/span><span class=\"p\">],<\/span> <span class=\"n\">lw<\/span><span class=\"o\">=<\/span><span class=\"mf\">0.5<\/span><span class=\"p\">,<\/span> <span class=\"n\">linestyle<\/span> <span class=\"o\">=<\/span> <span class=\"s2\">\"dashed\"<\/span><span class=\"p\">)<\/span>\r\n    <span class=\"c1\"># \u8fd1\u70b9\u306e\u4f4d\u7f6e<\/span>\r\n    <span class=\"c1\"># zorder \u3092\u5927\u304d\u3081\u306e\u5024\u306b\u3057\u3066\u4e00\u756a\u624b\u524d\u306b\u8fd1\u70b9\u3092\u63cf\u304f<\/span>\r\n    <span class=\"n\">plt<\/span><span class=\"o\">.<\/span><span class=\"n\">scatter<\/span><span class=\"p\">(<\/span><span class=\"n\">X<\/span><span class=\"p\">[<\/span><span class=\"n\">ini<\/span><span class=\"p\">],<\/span> <span class=\"n\">Y<\/span><span class=\"p\">[<\/span><span class=\"n\">ini<\/span><span class=\"p\">],<\/span> <span class=\"n\">s<\/span><span class=\"o\">=<\/span><span class=\"mi\">20<\/span><span class=\"p\">,<\/span> <span class=\"n\">c<\/span><span class=\"o\">=<\/span><span class=\"n\">colors<\/span><span class=\"p\">[<\/span><span class=\"n\">j<\/span><span class=\"p\">],<\/span> <span class=\"n\">zorder<\/span><span class=\"o\">=<\/span><span class=\"mi\">50<\/span><span class=\"p\">)<\/span>\r\n\r\n<span class=\"c1\"># x\u8ef8 y\u8ef8<\/span>\r\n<span class=\"n\">plt<\/span><span class=\"o\">.<\/span><span class=\"n\">axhline<\/span><span class=\"p\">(<\/span><span class=\"mi\">0<\/span><span class=\"p\">,<\/span> <span class=\"n\">color<\/span><span class=\"o\">=<\/span><span class=\"s1\">'gray'<\/span><span class=\"p\">,<\/span> <span class=\"n\">dashes<\/span><span class=\"o\">=<\/span><span class=\"p\">(<\/span><span class=\"mi\">3<\/span><span class=\"p\">,<\/span> <span class=\"mi\">3<\/span><span class=\"p\">),<\/span> <span class=\"n\">linewidth<\/span><span class=\"o\">=<\/span><span class=\"mf\">0.5<\/span><span class=\"p\">)<\/span>\r\n<span class=\"n\">plt<\/span><span class=\"o\">.<\/span><span class=\"n\">axvline<\/span><span class=\"p\">(<\/span><span class=\"mi\">0<\/span><span class=\"p\">,<\/span> <span class=\"n\">color<\/span><span class=\"o\">=<\/span><span class=\"s1\">'gray'<\/span><span class=\"p\">,<\/span> <span class=\"n\">dashes<\/span><span class=\"o\">=<\/span><span class=\"p\">(<\/span><span class=\"mi\">3<\/span><span class=\"p\">,<\/span> <span class=\"mi\">3<\/span><span class=\"p\">),<\/span> <span class=\"n\">linewidth<\/span><span class=\"o\">=<\/span><span class=\"mf\">0.5<\/span><span class=\"p\">);<\/span>\r\n<\/pre>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"output_wrapper\">\n<div class=\"output\">\n<div class=\"output_area\">\n<div class=\"prompt\"><\/div>\n<div class=\"output_svg output_subarea \">\n<p><!--?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?--><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-7348\" src=\"https:\/\/home.hirosaki-u.ac.jp\/relativity\/wp-content\/uploads\/sites\/76\/Pidou00.svg\" alt=\"\" width=\"640\" height=\"640\" \/><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"cell border-box-sizing text_cell rendered\">\n<div class=\"prompt input_prompt\"><\/div>\n<div class=\"inner_cell\">\n<div class=\"text_cell_render border-box-sizing rendered_html\">\n<h4 id=\"\u30a2\u30cb\u30e1\u30fc\u30b7\u30e7\u30f3\">\u30a2\u30cb\u30e1\u30fc\u30b7\u30e7\u30f3<\/h4>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"cell border-box-sizing code_cell rendered\">\n<div class=\"input\">\n<div class=\"prompt input_prompt\">In\u00a0[10]:<\/div>\n<div class=\"inner_cell\">\n<div class=\"input_area\">\n<div class=\" highlight hl-ipython3\">\n<pre><span class=\"c1\"># \u8fd1\u70b9\u79fb\u52d5\u3042\u308a<\/span>\r\n<span class=\"n\">Delta<\/span> <span class=\"o\">=<\/span> <span class=\"mf\">0.05<\/span>\r\n<span class=\"n\">X<\/span> <span class=\"o\">=<\/span> <span class=\"n\">Xidou<\/span><span class=\"p\">(<\/span><span class=\"n\">phii<\/span><span class=\"p\">,<\/span> <span class=\"n\">Delta<\/span><span class=\"p\">)<\/span>\r\n<span class=\"n\">Y<\/span> <span class=\"o\">=<\/span> <span class=\"n\">Yidou<\/span><span class=\"p\">(<\/span><span class=\"n\">phii<\/span><span class=\"p\">,<\/span> <span class=\"n\">Delta<\/span><span class=\"p\">)<\/span>\r\n\r\n<span class=\"n\">flist<\/span> <span class=\"o\">=<\/span> <span class=\"p\">[]<\/span>\r\n<span class=\"k\">for<\/span> <span class=\"n\">scene<\/span> <span class=\"ow\">in<\/span> <span class=\"nb\">range<\/span><span class=\"p\">(<\/span><span class=\"n\">t1<\/span><span class=\"p\">):<\/span>\r\n    \r\n    <span class=\"c1\"># \u30b0\u30e9\u30d5\u306e\u30b5\u30a4\u30ba\u306e\u8a2d\u5b9a<\/span>\r\n    <span class=\"n\">fig<\/span> <span class=\"o\">=<\/span> <span class=\"n\">plt<\/span><span class=\"o\">.<\/span><span class=\"n\">figure<\/span><span class=\"p\">(<\/span><span class=\"n\">figsize<\/span><span class=\"o\">=<\/span><span class=\"p\">[<\/span><span class=\"mi\">6<\/span><span class=\"p\">,<\/span><span class=\"mi\">6<\/span><span class=\"p\">])<\/span>\r\n    <span class=\"n\">ax<\/span> <span class=\"o\">=<\/span> <span class=\"n\">fig<\/span><span class=\"o\">.<\/span><span class=\"n\">add_subplot<\/span><span class=\"p\">()<\/span>\r\n\r\n    <span class=\"c1\"># \u30b0\u30e9\u30d5\u306e\u7e26\u6a2a\u306e\u30a2\u30b9\u30da\u30af\u30c8\u6bd4\u3092 equal \u306b\u3002<\/span>\r\n    <span class=\"n\">ax<\/span><span class=\"o\">.<\/span><span class=\"n\">set_aspect<\/span><span class=\"p\">(<\/span><span class=\"s1\">'equal'<\/span><span class=\"p\">)<\/span>\r\n\r\n    <span class=\"k\">def<\/span> <span class=\"nf\">func<\/span><span class=\"p\">(<\/span><span class=\"n\">i<\/span><span class=\"p\">):<\/span>\r\n        <span class=\"k\">global<\/span> <span class=\"n\">scene<\/span><span class=\"p\">,<\/span> <span class=\"n\">frames<\/span><span class=\"p\">,<\/span> <span class=\"n\">ndiv<\/span>\r\n        <span class=\"c1\"># \u524d\u306e frame \u3092\u6d88\u3059<\/span>\r\n        <span class=\"n\">plt<\/span><span class=\"o\">.<\/span><span class=\"n\">cla<\/span><span class=\"p\">()<\/span>\r\n        <span class=\"c1\"># \u5916\u67a0\u3068\u76ee\u76db\u3092\u975e\u8868\u793a\u306b<\/span>\r\n        <span class=\"n\">ax<\/span><span class=\"o\">.<\/span><span class=\"n\">axis<\/span><span class=\"p\">(<\/span><span class=\"s1\">'off'<\/span><span class=\"p\">)<\/span>\r\n        <span class=\"c1\"># \u8ef8\u306e\u8a2d\u5b9a<\/span>\r\n        <span class=\"n\">plt<\/span><span class=\"o\">.<\/span><span class=\"n\">axis<\/span><span class=\"p\">([<\/span><span class=\"o\">-<\/span><span class=\"mi\">2<\/span><span class=\"p\">,<\/span> <span class=\"mi\">1<\/span><span class=\"p\">,<\/span> <span class=\"o\">-<\/span><span class=\"mi\">2<\/span><span class=\"p\">,<\/span> <span class=\"mi\">1<\/span><span class=\"p\">])<\/span>\r\n\r\n        <span class=\"c1\"># 1\u3064\u524d\u307e\u3067\u306e\u30b7\u30fc\u30f3\u306e\u8ecc\u9053\u3092\u8272\u5206\u3051\u3057\u3066\u63cf\u3044\u3066\u304a\u304f<\/span>\r\n        <span class=\"k\">for<\/span> <span class=\"n\">j<\/span> <span class=\"ow\">in<\/span> <span class=\"nb\">range<\/span><span class=\"p\">(<\/span><span class=\"n\">scene<\/span><span class=\"p\">):<\/span>\r\n            <span class=\"n\">ini<\/span> <span class=\"o\">=<\/span> <span class=\"n\">j<\/span><span class=\"o\">*<\/span><span class=\"n\">frames<\/span><span class=\"o\">*<\/span><span class=\"n\">ndiv<\/span>\r\n            <span class=\"n\">end<\/span> <span class=\"o\">=<\/span> <span class=\"p\">(<\/span><span class=\"n\">j<\/span><span class=\"o\">+<\/span><span class=\"mi\">1<\/span><span class=\"p\">)<\/span><span class=\"o\">*<\/span><span class=\"n\">frames<\/span><span class=\"o\">*<\/span><span class=\"n\">ndiv<\/span> <span class=\"o\">+<\/span> <span class=\"mi\">1<\/span>\r\n            <span class=\"c1\"># \u8ecc\u9053<\/span>\r\n            <span class=\"n\">plt<\/span><span class=\"o\">.<\/span><span class=\"n\">plot<\/span><span class=\"p\">(<\/span><span class=\"n\">X<\/span><span class=\"p\">[<\/span><span class=\"n\">ini<\/span><span class=\"p\">:<\/span><span class=\"n\">end<\/span><span class=\"p\">],<\/span> <span class=\"n\">Y<\/span><span class=\"p\">[<\/span><span class=\"n\">ini<\/span><span class=\"p\">:<\/span><span class=\"n\">end<\/span><span class=\"p\">],<\/span> \r\n                     <span class=\"n\">lw<\/span><span class=\"o\">=<\/span><span class=\"mi\">1<\/span><span class=\"p\">,<\/span> <span class=\"n\">c<\/span><span class=\"o\">=<\/span><span class=\"n\">colors<\/span><span class=\"p\">[<\/span><span class=\"n\">j<\/span><span class=\"p\">])<\/span>\r\n            <span class=\"c1\"># \u539f\u70b9\u3068\u8fd1\u70b9\u3092\u7d50\u3076\u70b9\u7dda<\/span>\r\n            <span class=\"n\">plt<\/span><span class=\"o\">.<\/span><span class=\"n\">plot<\/span><span class=\"p\">([<\/span><span class=\"mi\">0<\/span><span class=\"p\">,<\/span> <span class=\"n\">X<\/span><span class=\"p\">[<\/span><span class=\"n\">ini<\/span><span class=\"p\">]],<\/span> <span class=\"p\">[<\/span><span class=\"mi\">0<\/span><span class=\"p\">,<\/span> <span class=\"n\">Y<\/span><span class=\"p\">[<\/span><span class=\"n\">ini<\/span><span class=\"p\">]],<\/span> \r\n                     <span class=\"n\">c<\/span><span class=\"o\">=<\/span><span class=\"n\">colors<\/span><span class=\"p\">[<\/span><span class=\"n\">j<\/span><span class=\"p\">],<\/span> <span class=\"n\">lw<\/span><span class=\"o\">=<\/span><span class=\"mf\">0.5<\/span><span class=\"p\">,<\/span> <span class=\"n\">linestyle<\/span> <span class=\"o\">=<\/span> <span class=\"s2\">\"dashed\"<\/span><span class=\"p\">)<\/span>\r\n            <span class=\"c1\"># \u8fd1\u70b9\u306e\u4f4d\u7f6e<\/span>\r\n            <span class=\"c1\"># zorder \u3092\u5927\u304d\u3081\u306e\u5024\u306b\u3057\u3066\u4e00\u756a\u624b\u524d\u306b\u8fd1\u70b9\u3092\u63cf\u304f<\/span>\r\n            <span class=\"n\">plt<\/span><span class=\"o\">.<\/span><span class=\"n\">scatter<\/span><span class=\"p\">(<\/span><span class=\"n\">X<\/span><span class=\"p\">[<\/span><span class=\"n\">ini<\/span><span class=\"p\">],<\/span> <span class=\"n\">Y<\/span><span class=\"p\">[<\/span><span class=\"n\">ini<\/span><span class=\"p\">],<\/span> <span class=\"n\">s<\/span><span class=\"o\">=<\/span><span class=\"mi\">10<\/span><span class=\"p\">,<\/span> <span class=\"n\">c<\/span><span class=\"o\">=<\/span><span class=\"n\">colors<\/span><span class=\"p\">[<\/span><span class=\"n\">j<\/span><span class=\"p\">],<\/span> <span class=\"n\">zorder<\/span><span class=\"o\">=<\/span><span class=\"mi\">50<\/span><span class=\"p\">)<\/span>\r\n\r\n        <span class=\"c1\"># \u672c\u30b7\u30fc\u30f3\u306e\u8ecc\u9053\u3092\u6642\u3005\u523b\u3005\u3068\u63cf\u304f<\/span>\r\n        <span class=\"n\">ini<\/span> <span class=\"o\">=<\/span> <span class=\"n\">scene<\/span><span class=\"o\">*<\/span><span class=\"n\">frames<\/span><span class=\"o\">*<\/span><span class=\"n\">ndiv<\/span>\r\n        <span class=\"n\">end<\/span> <span class=\"o\">=<\/span> <span class=\"n\">ini<\/span> <span class=\"o\">+<\/span> <span class=\"n\">i<\/span><span class=\"o\">*<\/span><span class=\"n\">ndiv<\/span> <span class=\"o\">+<\/span> <span class=\"mi\">1<\/span>\r\n        <span class=\"c1\"># Delta T \u3054\u3068\u306e\u4f4d\u7f6e<\/span>\r\n        <span class=\"n\">plt<\/span><span class=\"o\">.<\/span><span class=\"n\">scatter<\/span><span class=\"p\">(<\/span><span class=\"n\">X<\/span><span class=\"p\">[<\/span><span class=\"n\">ini<\/span><span class=\"p\">:<\/span><span class=\"n\">end<\/span><span class=\"p\">:<\/span><span class=\"n\">ndiv<\/span><span class=\"p\">],<\/span> <span class=\"n\">Y<\/span><span class=\"p\">[<\/span><span class=\"n\">ini<\/span><span class=\"p\">:<\/span><span class=\"n\">end<\/span><span class=\"p\">:<\/span><span class=\"n\">ndiv<\/span><span class=\"p\">],<\/span> \r\n                    <span class=\"n\">s<\/span><span class=\"o\">=<\/span><span class=\"mi\">5<\/span><span class=\"p\">,<\/span> <span class=\"n\">c<\/span><span class=\"o\">=<\/span><span class=\"n\">colors<\/span><span class=\"p\">[<\/span><span class=\"n\">scene<\/span><span class=\"p\">])<\/span>\r\n        <span class=\"c1\"># i*10 \u307e\u3067\u306e\u8ecc\u9053<\/span>\r\n        <span class=\"n\">plt<\/span><span class=\"o\">.<\/span><span class=\"n\">plot<\/span><span class=\"p\">(<\/span><span class=\"n\">X<\/span><span class=\"p\">[<\/span><span class=\"n\">ini<\/span><span class=\"p\">:<\/span><span class=\"n\">end<\/span><span class=\"p\">],<\/span> <span class=\"n\">Y<\/span><span class=\"p\">[<\/span><span class=\"n\">ini<\/span><span class=\"p\">:<\/span><span class=\"n\">end<\/span><span class=\"p\">],<\/span> \r\n                 <span class=\"n\">lw<\/span><span class=\"o\">=<\/span><span class=\"mi\">2<\/span><span class=\"p\">,<\/span> <span class=\"n\">c<\/span><span class=\"o\">=<\/span><span class=\"n\">colors<\/span><span class=\"p\">[<\/span><span class=\"n\">scene<\/span><span class=\"p\">])<\/span>\r\n        <span class=\"c1\"># \u539f\u70b9\u3068\u8fd1\u70b9\u3092\u7d50\u3076\u70b9\u7dda<\/span>\r\n        <span class=\"n\">plt<\/span><span class=\"o\">.<\/span><span class=\"n\">plot<\/span><span class=\"p\">([<\/span><span class=\"mi\">0<\/span><span class=\"p\">,<\/span> <span class=\"n\">X<\/span><span class=\"p\">[<\/span><span class=\"n\">ini<\/span><span class=\"p\">]],<\/span> <span class=\"p\">[<\/span><span class=\"mi\">0<\/span><span class=\"p\">,<\/span> <span class=\"n\">Y<\/span><span class=\"p\">[<\/span><span class=\"n\">ini<\/span><span class=\"p\">]],<\/span> \r\n                 <span class=\"n\">c<\/span><span class=\"o\">=<\/span><span class=\"n\">colors<\/span><span class=\"p\">[<\/span><span class=\"n\">scene<\/span><span class=\"p\">],<\/span> <span class=\"n\">lw<\/span><span class=\"o\">=<\/span><span class=\"mf\">0.5<\/span><span class=\"p\">,<\/span> <span class=\"n\">linestyle<\/span> <span class=\"o\">=<\/span> <span class=\"s2\">\"dashed\"<\/span><span class=\"p\">)<\/span>\r\n        <span class=\"c1\"># \u8fd1\u70b9\u306e\u4f4d\u7f6e<\/span>\r\n        <span class=\"n\">plt<\/span><span class=\"o\">.<\/span><span class=\"n\">scatter<\/span><span class=\"p\">(<\/span><span class=\"n\">X<\/span><span class=\"p\">[<\/span><span class=\"n\">ini<\/span><span class=\"p\">],<\/span> <span class=\"n\">Y<\/span><span class=\"p\">[<\/span><span class=\"n\">ini<\/span><span class=\"p\">],<\/span> <span class=\"n\">s<\/span><span class=\"o\">=<\/span><span class=\"mi\">10<\/span><span class=\"p\">,<\/span> <span class=\"n\">c<\/span><span class=\"o\">=<\/span><span class=\"n\">colors<\/span><span class=\"p\">[<\/span><span class=\"n\">scene<\/span><span class=\"p\">],<\/span> <span class=\"n\">zorder<\/span><span class=\"o\">=<\/span><span class=\"mi\">50<\/span><span class=\"p\">)<\/span>\r\n\r\n        <span class=\"c1\"># x\u8ef8 y\u8ef8<\/span>\r\n        <span class=\"n\">plt<\/span><span class=\"o\">.<\/span><span class=\"n\">axhline<\/span><span class=\"p\">(<\/span><span class=\"mi\">0<\/span><span class=\"p\">,<\/span> <span class=\"n\">color<\/span><span class=\"o\">=<\/span><span class=\"s1\">'gray'<\/span><span class=\"p\">,<\/span> <span class=\"n\">dashes<\/span><span class=\"o\">=<\/span><span class=\"p\">(<\/span><span class=\"mi\">3<\/span><span class=\"p\">,<\/span> <span class=\"mi\">3<\/span><span class=\"p\">),<\/span> <span class=\"n\">linewidth<\/span><span class=\"o\">=<\/span><span class=\"mf\">0.5<\/span><span class=\"p\">)<\/span>\r\n        <span class=\"n\">plt<\/span><span class=\"o\">.<\/span><span class=\"n\">axvline<\/span><span class=\"p\">(<\/span><span class=\"mi\">0<\/span><span class=\"p\">,<\/span> <span class=\"n\">color<\/span><span class=\"o\">=<\/span><span class=\"s1\">'gray'<\/span><span class=\"p\">,<\/span> <span class=\"n\">dashes<\/span><span class=\"o\">=<\/span><span class=\"p\">(<\/span><span class=\"mi\">3<\/span><span class=\"p\">,<\/span> <span class=\"mi\">3<\/span><span class=\"p\">),<\/span> <span class=\"n\">linewidth<\/span><span class=\"o\">=<\/span><span class=\"mf\">0.5<\/span><span class=\"p\">);<\/span>\r\n\r\n    <span class=\"n\">ani<\/span> <span class=\"o\">=<\/span> <span class=\"n\">FuncAnimation<\/span><span class=\"p\">(<\/span><span class=\"n\">fig<\/span><span class=\"p\">,<\/span> <span class=\"n\">func<\/span><span class=\"p\">,<\/span>  \r\n            <span class=\"n\">interval<\/span> <span class=\"o\">=<\/span> <span class=\"mi\">100<\/span><span class=\"p\">,<\/span> \r\n            <span class=\"n\">frames<\/span> <span class=\"o\">=<\/span> <span class=\"nb\">range<\/span><span class=\"p\">(<\/span><span class=\"n\">frames<\/span><span class=\"o\">+<\/span><span class=\"mi\">1<\/span><span class=\"p\">))<\/span>\r\n    <span class=\"n\">fname<\/span> <span class=\"o\">=<\/span> <span class=\"s1\">'idou<\/span><span class=\"si\">%02d<\/span><span class=\"s1\">.mp4'<\/span> <span class=\"o\">%<\/span> <span class=\"n\">scene<\/span>\r\n    <span class=\"n\">ani<\/span><span class=\"o\">.<\/span><span class=\"n\">save<\/span><span class=\"p\">(<\/span><span class=\"n\">fname<\/span><span class=\"p\">,<\/span> <span class=\"n\">dpi<\/span><span class=\"o\">=<\/span><span class=\"mi\">300<\/span><span class=\"p\">)<\/span>\r\n    <span class=\"n\">flist<\/span> <span class=\"o\">+=<\/span> <span class=\"p\">[<\/span><span class=\"s1\">'file '<\/span> <span class=\"o\">+<\/span> <span class=\"n\">fname<\/span><span class=\"p\">]<\/span>\r\n<\/pre>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"output_wrapper\">\n<div class=\"output\">\n<div class=\"output_area\">\n<div class=\"prompt\"><\/div>\n<div class=\"output_svg output_subarea \">\n<p><!--?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?--><\/p>\n<\/div>\n<\/div>\n<div class=\"output_area\">\n<div class=\"output_svg output_subarea \">\n<p>&nbsp;<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"cell border-box-sizing text_cell rendered\">\n<div class=\"prompt input_prompt\"><\/div>\n<div class=\"inner_cell\">\n<div class=\"text_cell_render border-box-sizing rendered_html\">\n<h4 id=\"ffmpeg-\u3067\u52d5\u753b\u3092\u9023\u7d50\u3059\u308b\">ffmpeg \u3067\u52d5\u753b\u3092\u9023\u7d50\u3059\u308b<\/h4>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"cell border-box-sizing code_cell rendered\">\n<div class=\"input\">\n<div class=\"prompt input_prompt\">In\u00a0[11]:<\/div>\n<div class=\"inner_cell\">\n<div class=\"input_area\">\n<div class=\" highlight hl-ipython3\">\n<pre><span class=\"c1\"># flist \u306e\u5185\u5bb9\u78ba\u8a8d<\/span>\r\n<span class=\"n\">flist<\/span>\r\n<\/pre>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"output_wrapper\">\n<div class=\"output\">\n<div class=\"output_area\">\n<div class=\"prompt output_prompt\">Out[11]:<\/div>\n<div class=\"output_text output_subarea output_execute_result\">\n<pre>['file idou00.mp4',\r\n 'file idou01.mp4',\r\n 'file idou02.mp4',\r\n 'file idou03.mp4',\r\n 'file idou04.mp4']<\/pre>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"cell border-box-sizing code_cell rendered\">\n<div class=\"input\">\n<div class=\"prompt input_prompt\">In\u00a0[12]:<\/div>\n<div class=\"inner_cell\">\n<div class=\"input_area\">\n<div class=\" highlight hl-ipython3\">\n<pre><span class=\"c1\"># flist \u3092\u30d5\u30a1\u30a4\u30eb\u306b\u66f8\u304d\u8fbc\u3080<\/span>\r\n<span class=\"n\">np<\/span><span class=\"o\">.<\/span><span class=\"n\">savetxt<\/span><span class=\"p\">(<\/span><span class=\"s1\">'input.txt'<\/span><span class=\"p\">,<\/span> <span class=\"n\">flist<\/span><span class=\"p\">,<\/span> <span class=\"n\">fmt<\/span><span class=\"o\">=<\/span><span class=\"s1\">'<\/span><span class=\"si\">%s<\/span><span class=\"s1\">'<\/span><span class=\"p\">)<\/span> <span class=\"c1\"># \u6587\u5b57\u5217\u3068\u3057\u3066\u66f8\u304d\u8fbc\u3080<\/span>\r\n\r\n<span class=\"c1\"># \u3059\u3067\u306b\uff08\u53e4\u3044\uff09\u30d5\u30a1\u30a4\u30eb\u304c\u3042\u308b\u5834\u5408\u306f\u524a\u9664<\/span>\r\n<span class=\"o\">!<\/span>rm -f idou.mp4\r\n\r\n<span class=\"c1\"># input.txt \u306e\u5185\u5bb9\u306b\u3057\u305f\u304c\u3063\u3066\u9023\u7d50\u3059\u308b<\/span>\r\n<span class=\"o\">!<\/span>ffmpeg -hide_banner -loglevel error -f concat -i input.txt -c copy idou.mp4\r\n\r\n<span class=\"c1\"># \u9023\u7d50\u5f8c\u306f\u5404\u30b7\u30fc\u30f3\u3054\u3068\u306e\u30d5\u30a1\u30a4\u30eb\u7b49\u3092\u524a\u9664\u3059\u308b<\/span>\r\n<span class=\"o\">!<\/span>rm -f idou??.mp4\r\n<span class=\"o\">!<\/span>rm -f input.txt\r\n<\/pre>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"cell border-box-sizing text_cell rendered\">\n<div class=\"prompt input_prompt\"><\/div>\n<div class=\"inner_cell\">\n<div class=\"text_cell_render border-box-sizing rendered_html\">\n<div style=\"width: 750px;\" class=\"wp-video\"><video class=\"wp-video-shortcode\" id=\"video-7279-2\" width=\"750\" height=\"750\" loop preload=\"auto\" controls=\"controls\"><source type=\"video\/mp4\" src=\"https:\/\/home.hirosaki-u.ac.jp\/relativity\/wp-content\/uploads\/sites\/76\/Idou.mp4?_=2\" \/><a href=\"https:\/\/home.hirosaki-u.ac.jp\/relativity\/wp-content\/uploads\/sites\/76\/Idou.mp4\">https:\/\/home.hirosaki-u.ac.jp\/relativity\/wp-content\/uploads\/sites\/76\/Idou.mp4<\/a><\/video><\/div>\n<\/div>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":33,"featured_media":0,"parent":85,"menu_order":10,"comment_status":"closed","ping_status":"closed","template":"","meta":{"inline_featured_image":false,"footnotes":""},"class_list":["post-7279","page","type-page","status-publish","hentry","nodate","item-wrap"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/home.hirosaki-u.ac.jp\/relativity\/wp-json\/wp\/v2\/pages\/7279","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/home.hirosaki-u.ac.jp\/relativity\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/home.hirosaki-u.ac.jp\/relativity\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/home.hirosaki-u.ac.jp\/relativity\/wp-json\/wp\/v2\/users\/33"}],"replies":[{"embeddable":true,"href":"https:\/\/home.hirosaki-u.ac.jp\/relativity\/wp-json\/wp\/v2\/comments?post=7279"}],"version-history":[{"count":32,"href":"https:\/\/home.hirosaki-u.ac.jp\/relativity\/wp-json\/wp\/v2\/pages\/7279\/revisions"}],"predecessor-version":[{"id":7355,"href":"https:\/\/home.hirosaki-u.ac.jp\/relativity\/wp-json\/wp\/v2\/pages\/7279\/revisions\/7355"}],"up":[{"embeddable":true,"href":"https:\/\/home.hirosaki-u.ac.jp\/relativity\/wp-json\/wp\/v2\/pages\/85"}],"wp:attachment":[{"href":"https:\/\/home.hirosaki-u.ac.jp\/relativity\/wp-json\/wp\/v2\/media?parent=7279"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}