{"id":4249,"date":"2022-11-24T17:17:19","date_gmt":"2022-11-24T08:17:19","guid":{"rendered":"https:\/\/home.hirosaki-u.ac.jp\/relativity\/?p=4249"},"modified":"2023-11-21T17:36:23","modified_gmt":"2023-11-21T08:36:23","slug":"%e4%b8%8b%e3%81%93%e3%82%99%e3%81%97%e3%82%89%e3%81%88%e3%81%97%e3%81%9f%e4%b8%87%e6%9c%89%e5%bc%95%e5%8a%9b%e3%81%ae2%e4%bd%93%e5%95%8f%e9%a1%8c%e3%81%ae%e9%81%8b%e5%8b%95%e6%96%b9%e7%a8%8b-2","status":"publish","type":"post","link":"https:\/\/home.hirosaki-u.ac.jp\/relativity\/4249\/","title":{"rendered":"\u4e0b\u3053\u3099\u3057\u3089\u3048\u3057\u305f\u4e07\u6709\u5f15\u529b\u306e2\u4f53\u554f\u984c\u306e\u904b\u52d5\u65b9\u7a0b\u5f0f\u3092 Python \u3066\u3099\u6570\u5024\u7684\u306b\u89e3\u304d gnuplot \u3067\u30b0\u30e9\u30d5\u306b\u3059\u308b"},"content":{"rendered":"<p>\u300c<a href=\"https:\/\/home.hirosaki-u.ac.jp\/relativity\/4245\/\">\u4e0b\u3053\u3099\u3057\u3089\u3048\u3057\u305f\u4e07\u6709\u5f15\u529b\u306e2\u4f53\u554f\u984c\u306e\u904b\u52d5\u65b9\u7a0b\u5f0f\u3092 Maxima \u3066\u3099\u6570\u5024\u7684\u306b\u89e3\u304f<\/a>\u300d\u306e Python &amp; gnuplot \u7248\u3002<!--more--><\/p>\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\u904b\u52d5\u65b9\u7a0b\u5f0f\">\u7121\u6b21\u5143\u5316\u3055\u308c\u305f\u904b\u52d5\u65b9\u7a0b\u5f0f<\/h3>\n<p>\u300c<a href=\"https:\/\/home.hirosaki-u.ac.jp\/relativity\/4221\/\">\u4e07\u6709\u5f15\u529b\u306e2\u4f53\u554f\u984c\u306e\u904b\u52d5\u65b9\u7a0b\u5f0f\u3092\u6570\u5024\u7684\u306b\u89e3\u304f\u524d\u306e\u4e0b\u3054\u3057\u3089\u3048<\/a>\u300d\u306b\u307e\u3068\u3081\u305f\u3088\u3046\u306b\uff0c\u7cfb\u306b\u7279\u5fb4\u7684\u306a\u9577\u3055\u3068\u6642\u9593\u30b9\u30b1\u30fc\u30eb\u3067\u7121\u6b21\u5143\u5316\u3057\u305f\u5909\u6570\u306b\u5bfe\u3059\u308b\u904b\u52d5\u65b9\u7a0b\u5f0f\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u306a\u308b\u306e\u3067\u3042\u3063\u305f\u3002<\/p>\n<p>\\begin{eqnarray}<br \/>\n\\frac{d^2 X}{dT^2} = &#8211; \\frac{X}{\\left(X^2 + Y^2\\right)^{\\frac{3}{2}}} \\\\<br \/>\n\\frac{d^2 Y}{dT^2} = &#8211; \\frac{Y}{\\left(X^2 + Y^2\\right)^{\\frac{3}{2}}}<br \/>\n\\end{eqnarray}<\/p>\n<h3 id=\"\u521d\u671f\u6761\u4ef6\">\u521d\u671f\u6761\u4ef6<\/h3>\n<p>\u7121\u6b21\u5143\u5316\u3055\u308c\u305f\u5909\u6570\u306b\u5bfe\u3059\u308b\u521d\u671f\u6761\u4ef6\u306f $T = 0$ \u3067<\/p>\n<p>\\begin{eqnarray}<br \/>\nX &amp;=&amp; 1 \\\\<br \/>\nY &amp;=&amp; 0\\\\<br \/>\nV_x &amp;=&amp; \\frac{dX}{dT} = 0 \\\\<br \/>\nV_y &amp;=&amp; \\frac{dY}{dT} = \\frac{v_{y0}}{v_0} = k \\ \\ ( 0 &lt; k &lt; \\sqrt{2})<br \/>\n\\end{eqnarray}<\/p>\n<h3 id=\"\u6955\u5186\u306e\u8ecc\u9053\u8981\u7d20\uff08\u9577\u534a\u5f84\uff0c\u96e2\u5fc3\u7387\uff0c\u5468\u671f\uff09\">\u6955\u5186\u306e\u8ecc\u9053\u8981\u7d20\uff08\u9577\u534a\u5f84\uff0c\u96e2\u5fc3\u7387\uff0c\u5468\u671f\uff09<\/h3>\n<p>\u3053\u306e\u3068\u304d\uff0c\u6570\u5024\u8a08\u7b97\u3059\u308b\u524d\u306b\u3082\u3046\uff0c\u8ecc\u9053\u306f\u898f\u683c\u5316\u3055\u308c\u305f\u9577\u534a\u5f84\u304c<\/p>\n<p>$$ A \\equiv \\frac{a}{x_0} = \\frac{1}{2 &#8211; k^2} $$<\/p>\n<p>\u96e2\u5fc3\u7387\u304c<\/p>\n<p>$$e = |k^2 &#8211; 1|$$<\/p>\n<p>\u306e\u6955\u5186\u306b\u306a\u308b\u3053\u3068\u304c\u308f\u304b\u3063\u3066\u3057\u307e\u3046\u3002\u307e\u305f\uff0c\u898f\u683c\u5316\u3055\u308c\u305f\u5468\u671f\u304c<\/p>\n<p>$$P \\equiv \\frac{p}{\\tau} = 2 \\pi A^{\\frac{3}{2}} = \\frac{2 \\pi}{\\left(2 &#8211; k^2\\right)^{\\frac{3}{2}}}$$<\/p>\n<p>\u3068\u306a\u308b\u3053\u3068\u3082\u308f\u304b\u3063\u3066\u3057\u307e\u3063\u3066\u3044\u308b\u306e\u3067\u3042\u3063\u305f\u3002<\/p>\n<p>\u3058\u3083\u3042\uff0c\u305d\u3053\u307e\u3067\u308f\u304b\u3063\u3066\u3044\u308b\u306e\u306a\u3089\uff0c<span style=\"font-family: helvetica, arial, sans-serif;\"><strong>\u306a\u305c\u308f\u3056\u308f\u3056\u6570\u5024\u8a08\u7b97\u3059\u308b\u306e\u304b<\/strong><\/span>\u3068\u3044\u3046\u3068\uff0c\u305d\u308c\u306f<span style=\"font-family: helvetica, arial, sans-serif;\"><strong>\u6955\u5186\u8ecc\u9053\u306e\u89e3\u304c\u6642\u9593 $t$ \u306e\u967d\u95a2\u6570\u3068\u3057\u3066\u4e0e\u3048\u3089\u308c\u3066\u3044\u308b\u308f\u3051\u3067\u306f\u306a\u3044\u304b\u3089<\/strong><\/span>\u3002\u6642\u523b $t$ \u306e\u3068\u304d\uff0c\u3069\u3053\u306b\u3044\u308b\u304b\u304c\u89e3\u6790\u7684\u306b\u308f\u304b\u3063\u3066\u3044\u306a\u3044\u306e\u3067\uff0c\u305d\u308c\u3092\u77e5\u308a\u305f\u3044\u304b\u3089\u6570\u5024\u8a08\u7b97\u3059\u308b\u3053\u3068\u306b\u306a\u308b\u3002<\/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=\"\u6570\u5024\u89e3\u6cd5\u7528\u306b\u9023\u7acb1\u968e\u5fae\u5206\u65b9\u7a0b\u5f0f\u7cfb\u306b\">\u6570\u5024\u89e3\u6cd5\u7528\u306b\u9023\u7acb1\u968e\u5fae\u5206\u65b9\u7a0b\u5f0f\u7cfb\u306b<\/h3>\n<p>\\begin{eqnarray}<br \/>\n\\frac{dX}{dt} &amp;=&amp; V \\\\<br \/>\n\\frac{dY}{dt} &amp;=&amp; W \\\\<br \/>\n\\frac{dV}{dt} &amp;=&amp;<br \/>\n-\\frac{X}{\\left(X^2 + Y^2\\right)^{\\frac{3}{2}}} \\\\<br \/>\n\\frac{dW}{dt} &amp;=&amp;<br \/>\n-\\frac{Y}{\\left(X^2 + Y^2\\right)^{\\frac{3}{2}}}<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=\"scipy.integrate.solve_ivp()-\u3067\u89e3\u304f\"><code>scipy.integrate.solve_ivp()<\/code> \u3067\u89e3\u304f<\/h3>\n<h4 id=\"\u521d\u671f\u6761\u4ef6-$k-=-1$-\u3067\u5186\u8ecc\u9053\u3068\u306a\u308b\u3053\u3068\u3092\u78ba\u8a8d\">\u521d\u671f\u6761\u4ef6 $k = 1$ \u3067\u5186\u8ecc\u9053\u3068\u306a\u308b\u3053\u3068\u3092\u78ba\u8a8d<\/h4>\n<p>\u307e\u305a\u306f\uff0c$k = 1$ \u3068\u3044\u3046\u521d\u671f\u6761\u4ef6\u3067\u5186\u8ecc\u9053\u306b\u306a\u308b\u3053\u3068\u3092\u78ba\u8a8d\u30021\u5468\u671f\u3092 $N$ \u7b49\u5206\u3057\uff0c$t = P(1) = 2 \\pi$ \u307e\u3067\u8a08\u7b97\u3057\u305f\u3068\u304d\u306e\u7b54\u3048\u304c $x_0 = 1, y_0 = 0$ \u306b\u306a\u3063\u3066\u3044\u308b\u304b\u3002<\/p>\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\">scipy.integrate<\/span>\r\n<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\r\n<span class=\"kn\">from<\/span> <span class=\"nn\">IPython.display<\/span> <span class=\"kn\">import<\/span> <span class=\"n\">set_matplotlib_formats<\/span>\r\n<span class=\"o\">%<\/span><span class=\"k\">matplotlib<\/span> inline\r\n<span class=\"n\">set_matplotlib_formats<\/span><span class=\"p\">(<\/span><span class=\"s1\">'svg'<\/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[2]:<\/div>\n<div class=\"inner_cell\">\n<div class=\"input_area\">\n<div class=\" highlight hl-ipython3\">\n<pre><span class=\"c1\"># scipy.integrate.solve_ivp() \u306f<\/span>\r\n<span class=\"c1\"># dy\/dt = F(t, y) \u306e\u5f62\u3092\u89e3\u304f<\/span>\r\n\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=\"n\">X<\/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    <span class=\"n\">Y<\/span> <span class=\"o\">=<\/span> <span class=\"n\">y<\/span><span class=\"p\">[<\/span><span class=\"mi\">1<\/span><span class=\"p\">]<\/span>\r\n    <span class=\"n\">V<\/span> <span class=\"o\">=<\/span> <span class=\"n\">y<\/span><span class=\"p\">[<\/span><span class=\"mi\">2<\/span><span class=\"p\">]<\/span>\r\n    <span class=\"n\">W<\/span> <span class=\"o\">=<\/span> <span class=\"n\">y<\/span><span class=\"p\">[<\/span><span class=\"mi\">3<\/span><span class=\"p\">]<\/span>\r\n    <span class=\"k\">return<\/span> <span class=\"p\">[<\/span><span class=\"n\">V<\/span><span class=\"p\">,<\/span> <span class=\"n\">W<\/span><span class=\"p\">,<\/span> <span class=\"o\">-<\/span><span class=\"n\">X<\/span><span class=\"o\">\/<\/span><span class=\"n\">np<\/span><span class=\"o\">.<\/span><span class=\"n\">sqrt<\/span><span class=\"p\">(<\/span><span class=\"n\">X<\/span><span class=\"o\">**<\/span><span class=\"mi\">2<\/span><span class=\"o\">+<\/span><span class=\"n\">Y<\/span><span class=\"o\">**<\/span><span class=\"mi\">2<\/span><span class=\"p\">)<\/span><span class=\"o\">**<\/span><span class=\"mi\">3<\/span><span class=\"p\">,<\/span> <span class=\"o\">-<\/span><span class=\"n\">Y<\/span><span class=\"o\">\/<\/span><span class=\"n\">np<\/span><span class=\"o\">.<\/span><span class=\"n\">sqrt<\/span><span class=\"p\">(<\/span><span class=\"n\">X<\/span><span class=\"o\">**<\/span><span class=\"mi\">2<\/span><span class=\"o\">+<\/span><span class=\"n\">Y<\/span><span class=\"o\">**<\/span><span class=\"mi\">2<\/span><span class=\"p\">)<\/span><span class=\"o\">**<\/span><span class=\"mi\">3<\/span><span class=\"p\">]<\/span>\r\n\r\n<span class=\"c1\"># \u5468\u671f<\/span>\r\n<span class=\"k\">def<\/span> <span class=\"nf\">P<\/span><span class=\"p\">(<\/span><span class=\"n\">k<\/span><span class=\"p\">):<\/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=\"n\">np<\/span><span class=\"o\">.<\/span><span class=\"n\">sqrt<\/span><span class=\"p\">(<\/span><span class=\"mi\">2<\/span> <span class=\"o\">-<\/span> <span class=\"n\">k<\/span><span class=\"o\">**<\/span><span class=\"mi\">2<\/span><span class=\"p\">)<\/span><span class=\"o\">**<\/span><span class=\"mi\">3<\/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[3]:<\/div>\n<div class=\"inner_cell\">\n<div class=\"input_area\">\n<div class=\" highlight hl-ipython3\">\n<pre><span class=\"n\">N<\/span> <span class=\"o\">=<\/span> <span class=\"mi\">36<\/span>\r\n<span class=\"n\">y_ini<\/span> <span class=\"o\">=<\/span> <span class=\"p\">[<\/span><span class=\"mi\">1<\/span><span class=\"p\">,<\/span> <span class=\"mi\">0<\/span><span class=\"p\">,<\/span> <span class=\"mi\">0<\/span><span class=\"p\">,<\/span> <span class=\"mi\">1<\/span><span class=\"p\">]<\/span>\r\n<span class=\"n\">t_span<\/span> <span class=\"o\">=<\/span> <span class=\"p\">[<\/span><span class=\"mi\">0<\/span><span class=\"p\">,<\/span> <span class=\"n\">P<\/span><span class=\"p\">(<\/span><span class=\"mi\">1<\/span><span class=\"p\">)]<\/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=\"mi\">0<\/span><span class=\"p\">,<\/span> <span class=\"n\">P<\/span><span class=\"p\">(<\/span><span class=\"mi\">1<\/span><span class=\"p\">),<\/span> <span class=\"n\">N<\/span><span class=\"o\">+<\/span><span class=\"mi\">1<\/span><span class=\"p\">)<\/span>\r\n\r\n<span class=\"c1\"># scipy.integrate.solve_ivp() \u306f<\/span>\r\n<span class=\"c1\"># dy\/dt = F(t, y) \u306e\u5f62\u3092\u89e3\u304f<\/span>\r\n\r\n<span class=\"n\">ivp_c<\/span> <span class=\"o\">=<\/span> <span class=\"n\">scipy<\/span><span class=\"o\">.<\/span><span class=\"n\">integrate<\/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=\"n\">rtol<\/span> <span class=\"o\">=<\/span> <span class=\"mf\">1.e-12<\/span><span class=\"p\">,<\/span> \r\n                    <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=\"nb\">print<\/span><span class=\"p\">(<\/span><span class=\"s2\">\"X \u306e\u8aa4\u5dee \"<\/span><span class=\"p\">,<\/span> <span class=\"mi\">1<\/span> <span class=\"o\">-<\/span> <span class=\"n\">ivp_c<\/span><span class=\"o\">.<\/span><span class=\"n\">y<\/span><span class=\"p\">[<\/span><span class=\"mi\">0<\/span><span class=\"p\">,<\/span> <span class=\"o\">-<\/span><span class=\"mi\">1<\/span><span class=\"p\">])<\/span>\r\n<span class=\"nb\">print<\/span><span class=\"p\">(<\/span><span class=\"s2\">\"Y \u306e\u8aa4\u5dee \"<\/span><span class=\"p\">,<\/span> <span class=\"mi\">0<\/span> <span class=\"o\">-<\/span> <span class=\"n\">ivp_c<\/span><span class=\"o\">.<\/span><span class=\"n\">y<\/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>\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_subarea output_stream output_stdout output_text\">\n<pre>X \u306e\u8aa4\u5dee  -1.8822721159494904e-12\r\nY \u306e\u8aa4\u5dee  7.521387158926363e-12\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=\"$e-=-0.6$-\u3068\u306a\u308b\u521d\u671f\u6761\u4ef6\u3067\u6570\u5024\u8a08\u7b97\">$e = 0.6$ \u3068\u306a\u308b\u521d\u671f\u6761\u4ef6\u3067\u6570\u5024\u8a08\u7b97<\/h4>\n<p>\u521d\u671f\u6761\u4ef6 $k$ \u3068\u6955\u5186\u306e\u96e2\u5fc3\u7387 $e$ \u3068\u306e\u95a2\u4fc2\u306f $e = |k^2 &#8211; 1|$ \u3067\u3042\u3063\u305f\u304b\u3089&#8230;<\/p>\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=\"n\">k<\/span> <span class=\"o\">=<\/span> <span class=\"n\">np<\/span><span class=\"o\">.<\/span><span class=\"n\">sqrt<\/span><span class=\"p\">(<\/span><span class=\"mi\">1<\/span> <span class=\"o\">+<\/span> <span class=\"mf\">0.6<\/span><span class=\"p\">)<\/span>\r\n\r\n<span class=\"n\">y_ini<\/span> <span class=\"o\">=<\/span> <span class=\"p\">[<\/span><span class=\"mi\">1<\/span><span class=\"p\">,<\/span> <span class=\"mi\">0<\/span><span class=\"p\">,<\/span> <span class=\"mi\">0<\/span><span class=\"p\">,<\/span> <span class=\"n\">k<\/span><span class=\"p\">]<\/span>\r\n<span class=\"n\">t_span<\/span> <span class=\"o\">=<\/span> <span class=\"p\">[<\/span><span class=\"mi\">0<\/span><span class=\"p\">,<\/span> <span class=\"n\">P<\/span><span class=\"p\">(<\/span><span class=\"n\">k<\/span><span class=\"p\">)]<\/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=\"mi\">0<\/span><span class=\"p\">,<\/span> <span class=\"n\">P<\/span><span class=\"p\">(<\/span><span class=\"n\">k<\/span><span class=\"p\">),<\/span> <span class=\"n\">N<\/span><span class=\"o\">+<\/span><span class=\"mi\">1<\/span><span class=\"p\">)<\/span>\r\n\r\n<span class=\"c1\"># scipy.integrate.solve_ivp() \u306f<\/span>\r\n<span class=\"c1\"># dy\/dt = Fun(t, y) \u306e\u5f62\u3092\u89e3\u304f<\/span>\r\n\r\n<span class=\"n\">ivp_e<\/span> <span class=\"o\">=<\/span> <span class=\"n\">scipy<\/span><span class=\"o\">.<\/span><span class=\"n\">integrate<\/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=\"n\">rtol<\/span> <span class=\"o\">=<\/span> <span class=\"mf\">1.e-12<\/span><span class=\"p\">,<\/span> \r\n                    <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=\"nb\">print<\/span><span class=\"p\">(<\/span><span class=\"s2\">\"X \u306e\u8aa4\u5dee \"<\/span><span class=\"p\">,<\/span> <span class=\"mi\">1<\/span> <span class=\"o\">-<\/span> <span class=\"n\">ivp_e<\/span><span class=\"o\">.<\/span><span class=\"n\">y<\/span><span class=\"p\">[<\/span><span class=\"mi\">0<\/span><span class=\"p\">,<\/span> <span class=\"o\">-<\/span><span class=\"mi\">1<\/span><span class=\"p\">])<\/span>\r\n<span class=\"nb\">print<\/span><span class=\"p\">(<\/span><span class=\"s2\">\"Y \u306e\u8aa4\u5dee \"<\/span><span class=\"p\">,<\/span> <span class=\"mi\">0<\/span> <span class=\"o\">-<\/span> <span class=\"n\">ivp_e<\/span><span class=\"o\">.<\/span><span class=\"n\">y<\/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>\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_subarea output_stream output_stdout output_text\">\n<pre>X \u306e\u8aa4\u5dee  -9.197087535994797e-13\r\nY \u306e\u8aa4\u5dee  6.560043740860833e-11\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=\"\u4e00\u5b9a\u6642\u9593\u9593\u9694\u3054\u3068\u306e\u4f4d\u7f6e\u3092\u30b0\u30e9\u30d5\u306b\">\u4e00\u5b9a\u6642\u9593\u9593\u9694\u3054\u3068\u306e\u4f4d\u7f6e\u3092\u30b0\u30e9\u30d5\u306b<\/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[5]:<\/div>\n<div class=\"inner_cell\">\n<div class=\"input_area\">\n<div class=\" highlight hl-ipython3\">\n<pre><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\">g<\/span> <span class=\"o\">=<\/span> <span class=\"n\">plt<\/span><span class=\"o\">.<\/span><span class=\"n\">subplot<\/span><span class=\"p\">()<\/span>\r\n\r\n<span class=\"n\">g<\/span><span class=\"o\">.<\/span><span class=\"n\">set_xlim<\/span> <span class=\"p\">(<\/span><span class=\"o\">-<\/span><span class=\"mf\">4.5<\/span><span class=\"p\">,<\/span> <span class=\"mf\">1.5<\/span><span class=\"p\">)<\/span>\r\n<span class=\"n\">g<\/span><span class=\"o\">.<\/span><span class=\"n\">set_ylim<\/span> <span class=\"p\">(<\/span><span class=\"o\">-<\/span><span class=\"mi\">3<\/span><span class=\"p\">,<\/span> <span class=\"mi\">3<\/span><span class=\"p\">)<\/span>\r\n\r\n<span class=\"n\">g<\/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<span class=\"n\">g<\/span><span class=\"o\">.<\/span><span class=\"n\">plot<\/span><span class=\"p\">(<\/span><span class=\"n\">ivp_e<\/span><span class=\"o\">.<\/span><span class=\"n\">y<\/span><span class=\"p\">[<\/span><span class=\"mi\">0<\/span><span class=\"p\">],<\/span> <span class=\"n\">ivp_e<\/span><span class=\"o\">.<\/span><span class=\"n\">y<\/span><span class=\"p\">[<\/span><span class=\"mi\">1<\/span><span class=\"p\">],<\/span> <span class=\"s1\">'o'<\/span><span class=\"p\">,<\/span> <span class=\"n\">color<\/span> <span class=\"o\">=<\/span> <span class=\"s2\">\"blue\"<\/span><span class=\"p\">,<\/span> <span class=\"n\">markersize<\/span> <span class=\"o\">=<\/span> <span class=\"mi\">4<\/span><span class=\"p\">)<\/span>\r\n<span class=\"n\">g<\/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=\"mi\">0<\/span><span class=\"p\">,<\/span> <span class=\"s1\">'o'<\/span><span class=\"p\">,<\/span> <span class=\"n\">color<\/span> <span class=\"o\">=<\/span> <span class=\"s2\">\"black\"<\/span><span class=\"p\">,<\/span> <span class=\"n\">markersize<\/span> <span class=\"o\">=<\/span> <span class=\"mi\">6<\/span><span class=\"p\">)<\/span>\r\n\r\n<span class=\"c1\"># \u8ef8\u76ee\u76db\u3092\u975e\u8868\u793a<\/span>\r\n<span class=\"n\">plt<\/span><span class=\"o\">.<\/span><span class=\"n\">xticks<\/span><span class=\"p\">([])<\/span>\r\n<span class=\"n\">plt<\/span><span class=\"o\">.<\/span><span class=\"n\">yticks<\/span><span class=\"p\">([])<\/span>\r\n\r\n<span class=\"n\">plt<\/span><span class=\"o\">.<\/span><span class=\"n\">savefig<\/span><span class=\"p\">(<\/span><span class=\"s2\">\".\/ivp_e_fig1.svg\"<\/span><span class=\"p\">)<\/span>\r\n<span class=\"c1\"># \u30b0\u30e9\u30d5\u3092\u8868\u793a<\/span>\r\n<span class=\"n\">plt<\/span><span class=\"o\">.<\/span><span class=\"n\">show<\/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><!-- Created with matplotlib (https:\/\/matplotlib.org\/) --><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-4254\" src=\"https:\/\/home.hirosaki-u.ac.jp\/relativity\/wp-content\/uploads\/sites\/76\/ivp_e_fig1.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<h3 id=\"\u6570\u5024\u8a08\u7b97\u306e\u7d50\u679c\u3092\u30d5\u30a1\u30a4\u30eb\u3078\u66f8\u304d\u51fa\u3059\">\u6570\u5024\u8a08\u7b97\u306e\u7d50\u679c\u3092\u30d5\u30a1\u30a4\u30eb\u3078\u66f8\u304d\u51fa\u3059<\/h3>\n<p>matplotlib \u306b\u4e0d\u6163\u308c\u306a\u5834\u5408\uff08\u79c1\u3067\u3059\uff09\uff0c\u6570\u5024\u8a08\u7b97\u306e\u7d50\u679c\u3092\u30d5\u30a1\u30a4\u30eb\u306b\u66f8\u304d\u51fa\u3057\u3066\uff0cgnuplot \u306a\u3069\u3092\u4f7f\u3063\u3066\u30b0\u30e9\u30d5\u306b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/p>\n<p>\u307e\u305a\uff0c$e=0.6$ \u3068\u306a\u308b\u521d\u671f\u6761\u4ef6\u3067\u6570\u5024\u8a08\u7b97\u3057\u305f\u7d50\u679c\u306e $x, y$ \u3092\u30d5\u30a1\u30a4\u30eb <code>xy_e.txt<\/code> \u306b\u66f8\u304d\u51fa\u3059\u3002<\/p>\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\"># \u30d5\u30a1\u30a4\u30eb\u3078\u306e\u66f8\u304d\u51fa\u3057<\/span>\r\n\r\n<span class=\"n\">xy_e<\/span> <span class=\"o\">=<\/span> <span class=\"p\">[]<\/span>\r\n<span class=\"k\">for<\/span> <span class=\"n\">i<\/span> <span class=\"ow\">in<\/span> <span class=\"nb\">range<\/span><span class=\"p\">(<\/span><span class=\"mi\">0<\/span><span class=\"p\">,<\/span> <span class=\"n\">N<\/span><span class=\"o\">+<\/span><span class=\"mi\">1<\/span><span class=\"p\">):<\/span>\r\n    <span class=\"n\">xy_e<\/span><span class=\"o\">.<\/span><span class=\"n\">append<\/span><span class=\"p\">([<\/span><span class=\"n\">ivp_e<\/span><span class=\"o\">.<\/span><span class=\"n\">y<\/span><span class=\"p\">[<\/span><span class=\"mi\">0<\/span><span class=\"p\">,<\/span> <span class=\"n\">i<\/span><span class=\"p\">],<\/span> <span class=\"n\">ivp_e<\/span><span class=\"o\">.<\/span><span class=\"n\">y<\/span><span class=\"p\">[<\/span><span class=\"mi\">1<\/span><span class=\"p\">,<\/span> <span class=\"n\">i<\/span><span class=\"p\">]])<\/span>\r\n\r\n<span class=\"c1\"># \u914d\u5217 xy_e \u3092\u30d5\u30a1\u30a4\u30eb xy_e.txt \u306b\u66f8\u304d\u8fbc\u307f\u307e\u3059\u3002<\/span>\r\n<span class=\"n\">np<\/span><span class=\"o\">.<\/span><span class=\"n\">savetxt<\/span><span class=\"p\">(<\/span><span class=\"s1\">'xy_e.txt'<\/span><span class=\"p\">,<\/span> <span class=\"n\">xy_e<\/span><span class=\"p\">)<\/span>\r\n\r\n<span class=\"c1\"># \u30d5\u30a1\u30a4\u30eb\u306e\u4e2d\u8eab\u3092\u78ba\u8a8d\u3059\u308b\u3068\u304d\u306f... <\/span>\r\n<span class=\"c1\"># ! cat xy_e.txt<\/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=\"Gnuplot-\u3092-Python-Notebook-\u3067\u4f7f\u3046\">Gnuplot \u3092 Python Notebook \u3067\u4f7f\u3046<\/h3>\n<p>\u5f18\u5927 JupyterHub \u306b\u306f <a href=\"https:\/\/github.com\/has2k1\/gnuplot_kernel\" target=\"_blank\" rel=\"noopener\">gnuplot kernel<\/a> \u3082\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u3066\u3044\u308b\u3002\u5225\u9014 gnuplot kernel \u306e Notebook \u3092\u958b\u304f\u307e\u3067\u3082\u306a\u304f\uff0c\u3053\u306e Python \u306e Notebook \u306e\u4e2d\u3067 gnuplot kernel \u3092\u4f7f\u3046\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/p>\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\"># Python Notebook \u306e\u4e2d\u304b\u3089 gnuplot_kernel \u3092\u4f7f\u3046\u5834\u5408\uff0c<\/span>\r\n<span class=\"c1\"># \u307e\u305a\u6700\u521d\u306b1\u56de\uff0c\u4ee5\u4e0b\u306e\u3088\u3046\u306b %load_ext \u3057\u307e\u3059\u3002<\/span>\r\n<span class=\"o\">%<\/span><span class=\"k\">load_ext<\/span> gnuplot_kernel\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<p>\u4e00\u65e6 <code>%load_ext<\/code> \u3059\u308c\u3070\uff0c<code>%%gnuplot<\/code> \u304b\u3089\u59cb\u307e\u308b\u30bb\u30eb\u306e\u4e2d\u3067\u306f gnuplot \u306e\u30b3\u30de\u30f3\u30c9\u304c\u305d\u306e\u307e\u307e\u4f7f\u3048\u308b\u3002<\/p>\n<p>inline \u306e plot \u30aa\u30d7\u30b7\u30e7\u30f3\uff08\u753b\u50cf\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\uff0c\u753b\u50cf\u30b5\u30a4\u30ba\uff0c\u30d5\u30a9\u30f3\u30c8\u30b5\u30a4\u30ba\u7b49\uff09\u3092\u5909\u66f4\u3059\u308b\u306b\u306f\uff0c\u4ee5\u4e0b\u306e\u3088\u3046\u306b <code>%gnuplot<\/code> line magic \u3092\u4f7f\u3046\u3002<\/p>\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=\"o\">%<\/span><span class=\"k\">gnuplot<\/span> inline svg size 600,600 fixed enhanced font ',16'\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<p>\u8a08\u7b97\u7d50\u679c\u306e $x, y$ \u5ea7\u6a19\u5024\u306f\u30d5\u30a1\u30a4\u30eb <code>xy_e.txt<\/code> \u306b\u4fdd\u5b58\u3055\u308c\u3066\u3044\u308b\u3002<br \/>\ngnuplot \u3067\u3053\u306e\u30d5\u30a1\u30a4\u30eb <code>xy_e.txt<\/code> \u3092\u8aad\u307f\u8fbc\u307f\uff0c\u30b0\u30e9\u30d5\u306b\u3057\u3066\u307f\u308b\u3002<\/p>\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=\"o\">%%<\/span><span class=\"k\">gnuplot<\/span>\r\n\r\nset xrange [-4.5:1.5]\r\nset yrange [-3:3]\r\nset zeroaxis\r\nset size ratio 1\r\nunset xtics\r\nunset ytics\r\n\r\nset title \"\u4e00\u5b9a\u6642\u9593\u9593\u9694\u3054\u3068\u306e\u4f4d\u7f6e\"\r\n\r\nplot \"xy_e.txt\" pt 7 ps 0.6 lc \"blue\" notitle \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><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-4265\" src=\"https:\/\/home.hirosaki-u.ac.jp\/relativity\/wp-content\/uploads\/sites\/76\/ivp_e_fig01.svg\" alt=\"\" width=\"600\" height=\"600\" \/><\/p>\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[10]:<\/div>\n<div class=\"inner_cell\">\n<div class=\"input_area\">\n<div class=\" highlight hl-ipython3\">\n<pre><span class=\"o\">%%<\/span><span class=\"k\">gnuplot<\/span>\r\n\r\nset output \".\/ivp_e_fig01.svg\"\r\nreplot\r\nset output\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<p>Python \u306b\u3088\u308b\u6570\u5024\u8a08\u7b97\u306e\u7d50\u679c <code>xy_e.txt<\/code> \u3060\u3051\u3067\u306a\u304f\uff0c\u6955\u5186\u3084\u539f\u70b9\u3092\u8868\u3059\u70b9\u3082\u91cd\u306d\u3066\u63cf\u3044\u3066\u307f\u308b\u3002<\/p>\n<p>\u7126\u70b9\u306e1\u3064\u3092\u539f\u70b9\u3068\u3057\u305f\u6975\u5ea7\u6a19\u3067\u306f\uff0c\u6955\u5186\u306f<\/p>\n<p>$$r(\\phi) = \\frac{a (1-e^2)}{1 + e \\cos\\phi} $$<\/p>\n<p>\uff08\u3053\u306e\u307e\u307e\u3067\u3082 <code>set polar<\/code> \u3067\u63cf\u3051\u305d\u3046\u3060\u304c\uff09\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u5a92\u4ecb\u5909\u6570\u8868\u793a\u306b\u3057\u3066\uff0c<code>set parametric<\/code> \u3068\u3057\u3066\u30b0\u30e9\u30d5\u3092\u63cf\u3044\u3066\u307f\u308b\u3002<\/p>\n<p>\\begin{eqnarray}<br \/>\nx(\\phi) &amp;=&amp; r(\\phi) \\cos\\phi \\\\<br \/>\ny(\\phi) &amp;=&amp; r(\\phi) \\sin\\phi<br \/>\n\\end{eqnarray}<\/p>\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=\"o\">%%<\/span><span class=\"k\">gnuplot<\/span>\r\n\r\n# \u6975\u5ea7\u6a19\u8868\u793a\u306e\u6955\u5186\r\nr(a, e, phi) = a*(1-e**2)\/(1+e*cos(phi))\r\nx(a, e, phi) = r(a, e, phi) * cos(phi)\r\ny(a, e, phi) = r(a, e, phi) * sin(phi)\r\n\r\n# Python \u306b\u3088\u308b\u6570\u5024\u8a08\u7b97\u306e\u7d50\u679c\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u6955\u5186\u306b\u306a\u308b\u30cf\u30ba\r\ne = 0.6\r\na = 1\/(1-e)\r\n\r\n# \u539f\u70b9\r\nset label 1 point pt 7 ps 1 lc \"black\" at 0, 0\r\n\r\nset parametric\r\nplot [phi=0:2*pi] x(a, e, phi), y(a, e, phi) lc \"red\" notitle, \\\r\n     \"xy_e.txt\" pt 7 ps 0.6 lc \"blue\" notitle\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><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-4266\" src=\"https:\/\/home.hirosaki-u.ac.jp\/relativity\/wp-content\/uploads\/sites\/76\/ivp_e_fig02.svg\" alt=\"\" width=\"600\" height=\"600\" \/><\/p>\n<\/div>\n<\/div>\n<div class=\"output_area\">\n<div class=\"prompt\"><\/div>\n<div class=\"output_text output_subarea \">\n<pre>\tdummy variable is t for curves, u\/v for surfaces<\/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=\"o\">%%<\/span><span class=\"k\">gnuplot<\/span>\r\n\r\nset output \".\/ivp_e_fig02.svg\"\r\nreplot\r\nset output\r\n<\/pre>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u300c\u4e0b\u3053\u3099\u3057\u3089\u3048\u3057\u305f\u4e07\u6709\u5f15\u529b\u306e2\u4f53\u554f\u984c\u306e\u904b\u52d5\u65b9\u7a0b\u5f0f\u3092 Maxima \u3066\u3099\u6570\u5024\u7684\u306b\u89e3\u304f\u300d\u306e Python &amp; gnuplot \u7248\u3002<\/p><p><a class=\"more-link btn\" href=\"https:\/\/home.hirosaki-u.ac.jp\/relativity\/4249\/\">\u7d9a\u304d\u3092\u8aad\u3080<\/a><\/p>\n","protected":false},"author":33,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[15,11,22],"tags":[],"class_list":["post-4249","post","type-post","status-publish","format-standard","hentry","category-gnuplot","category-python","category-22","nodate","item-wrap"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.0.1 - aioseo.com -->\n\t<meta name=\"description\" content=\"\u300c\u4e0b\u3053\u3099\u3057\u3089\u3048\u3057\u305f\u4e07\u6709\u5f15\u529b\u306e2\u4f53\u554f\u984c\u306e\u904b\u52d5\u65b9\u7a0b\u5f0f\u3092 Maxima \u3066\u3099\u6570\u5024\u7684\u306b\u89e3\u304f\u300d\u306e Python &amp;amp\" \/>\n\t<meta name=\"robots\" content=\"max-image-preview:large\" \/>\n\t<meta name=\"author\" content=\"kasai\"\/>\n\t<link 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