{"id":193,"date":"2024-04-14T15:36:57","date_gmt":"2024-04-14T06:36:57","guid":{"rendered":"https:\/\/chocottopro.com\/?p=193"},"modified":"2024-04-26T11:08:56","modified_gmt":"2024-04-26T02:08:56","slug":"%e3%80%90simpy%e5%85%a5%e9%96%80%e3%80%91%e3%81%9f%e3%81%a3%e3%81%9f3%e3%82%b9%e3%83%86%e3%83%83%e3%83%97%e3%81%a7%e3%83%aa%e3%82%a2%e3%83%ab%e3%81%aa%e3%82%b7%e3%83%9f%e3%83%a5%e3%83%ac%e3%83%bc","status":"publish","type":"post","link":"https:\/\/chocottopro.com\/?p=193","title":{"rendered":"\u3010simpy\u5165\u9580\u3011\u305f\u3063\u305f3\u30b9\u30c6\u30c3\u30d7\u3067\u30ea\u30a2\u30eb\u306a\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u5b9f\u88c5\u3059\u308b\u65b9\u6cd5"},"content":{"rendered":"\n<p>\u96e2\u6563\u4e8b\u8c61\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u30e9\u30a4\u30d6\u30e9\u30easimpy\u3092\u4f7f\u3048\u3070\u3001\u88fd\u9020\u30e9\u30a4\u30f3\u3084\u4ea4\u901a\u30b7\u30b9\u30c6\u30e0\u3001\u30b5\u30fc\u30d3\u30b9\u65bd\u8a2d\u306a\u3069\u3001\u69d8\u3005\u306a\u73fe\u5b9f\u4e16\u754c\u306e\u4e8b\u8c61\u3092Python\u3067\u30e2\u30c7\u30eb\u5316\u3057\u3001\u5206\u6790\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u672c\u8a18\u4e8b\u3067\u306f\u3001simpy\u306e\u57fa\u672c\u7684\u306a\u4f7f\u3044\u65b9\u304b\u3089\u5b9f\u8df5\u7684\u306a\u6d3b\u7528\u65b9\u6cd5\u3001\u9ad8\u5ea6\u306a\u30c6\u30af\u30cb\u30c3\u30af\u307e\u3067\u5e45\u5e83\u304f\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"wp-block-sgb-block-simple sgb-box-simple sgb-box-simple--title-normal sgb-box-simple--with-border\"><div style=\"background-color:var(--wp--preset--color--sango-main);color:#FFF\" class=\"sgb-box-simple__title\">\u3053\u306e\u8a18\u4e8b\u3092\u8aad\u3093\u3060\u3089\u308f\u304b\u308b\u3053\u3068<\/div><div class=\"sgb-box-simple__body\" style=\"border-color:var(--wp--preset--color--sango-main);background-color:#FFF\">\n<ul class=\"wp-block-list\">\n<li>simpy\u3092\u4f7f\u3063\u305f\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u57fa\u672c\u7684\u306a\u9032\u3081\u65b9<\/li>\n\n\n\n<li>\u88fd\u9020\u30e9\u30a4\u30f3\u306e\u6700\u9069\u5316\u3084\u75c5\u9662\u306e\u5f85\u3061\u6642\u9593\u77ed\u7e2e\u306a\u3069\u3001simpy\u306e\u5b9f\u8df5\u7684\u306a\u6d3b\u7528\u4e8b\u4f8b<\/li>\n\n\n\n<li>\u30e2\u30c7\u30eb\u306e\u62bd\u8c61\u5316\u3084\u78ba\u7387\u5206\u5e03\u306e\u6d3b\u7528\u306a\u3069\u3001\u9ad8\u5ea6\u306a\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u5b9f\u88c5\u3059\u308b\u305f\u3081\u306eTips<\/li>\n\n\n\n<li>\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u53ef\u80fd\u6027\u3068\u9650\u754c\u3001\u502b\u7406\u7684\u306a\u6d3b\u7528\u306e\u91cd\u8981\u6027<\/li>\n<\/ul>\n<\/div><\/div>\n\n\n\n<h1 class=\"wp-block-heading\" id=\"i-0\">simpy\u3068\u306f\uff1f\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u5b9f\u88c5\u3059\u308b\u305f\u3081\u306ePython\u30e9\u30a4\u30d6\u30e9\u30ea<\/h1>\n\n\n\n<p>\u73fe\u5b9f\u4e16\u754c\u306e\u8907\u96d1\u306a\u4e8b\u8c61\u3092\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u4e0a\u3067\u518d\u73fe\u3057\u3001\u5206\u6790\u3057\u305f\u3044\u3068\u601d\u3063\u305f\u3053\u3068\u306f\u3042\u308a\u307e\u305b\u3093\u304b\uff1f\u305d\u3093\u306a\u6642\u306b\u6d3b\u8e8d\u3059\u308b\u306e\u304c\u3001Python\u306e\u96e2\u6563\u4e8b\u8c61\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u30e9\u30a4\u30d6\u30e9\u30ea\u300csimpy\u300d\u3067\u3059\u3002<\/p>\n\n\n\n<p>simpy\u3092\u4f7f\u3048\u3070\u3001\u88fd\u9020\u30e9\u30a4\u30f3\u3084\u4ea4\u901a\u30b7\u30b9\u30c6\u30e0\u3001\u30b5\u30fc\u30d3\u30b9\u65bd\u8a2d\u306a\u3069\u3001\u69d8\u3005\u306a\u73fe\u5b9f\u4e16\u754c\u306e\u4e8b\u8c61\u3092\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306b\u3088\u3063\u3066\u30e2\u30c7\u30eb\u5316\u3067\u304d\u307e\u3059\u3002\u90e8\u54c1\u306e\u52a0\u5de5\u3084\u5546\u54c1\u306e\u914d\u9001\u3001\u304a\u5ba2\u69d8\u306e\u6765\u5e97\u306a\u3069\u3001\u3042\u308b\u6642\u70b9\u3067\u767a\u751f\u3059\u308b\u30a4\u30d9\u30f3\u30c8\u306e\u6d41\u308c\u3092\u6642\u7cfb\u5217\u306b\u6cbf\u3063\u3066\u30b7\u30df\u30e5\u30ec\u30fc\u30c8\u3057\u3001\u30b7\u30b9\u30c6\u30e0\u5168\u4f53\u306e\u6319\u52d5\u3092\u5206\u6790\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u306e\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306b\u4e0d\u6163\u308c\u306a\u65b9\u3067\u3082\u3001\u6bd4\u8f03\u7684\u30b7\u30f3\u30d7\u30eb\u306a\u8a18\u8ff0\u3067\u30e2\u30c7\u30eb\u3092\u8868\u73fe\u3067\u304d\u308b\u306e\u304csimpy\u306e\u7279\u5fb4\u3067\u3059\u3002\u5f85\u3061\u884c\u5217\u3084\u30ea\u30bd\u30fc\u30b9\u306e\u7372\u5f97\u30fb\u89e3\u653e\u306a\u3069\u3001\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3067\u3088\u304f\u4f7f\u308f\u308c\u308b\u6a5f\u80fd\u304c\u4e88\u3081\u7528\u610f\u3055\u308c\u3066\u304a\u308a\u3001\u305d\u308c\u3089\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3060\u3051\u3067\u4e00\u901a\u308a\u306e\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u304c\u5b9f\u88c5\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3055\u3089\u306b\u3001NumPy\u3084Matplotlib\u306a\u3069\u306e\u5916\u90e8\u30e9\u30a4\u30d6\u30e9\u30ea\u3068\u9023\u643a\u3059\u308b\u3053\u3068\u3067\u3001\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u7d50\u679c\u306e\u7d71\u8a08\u7684\u306a\u5206\u6790\u3084\u30b0\u30e9\u30d5\u5316\u3082\u53ef\u80fd\u3002\u5358\u306b\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u56de\u3059\u3060\u3051\u3067\u306a\u304f\u3001\u305d\u306e\u7d50\u679c\u304b\u3089\u610f\u5473\u306e\u3042\u308b\u77e5\u898b\u3092\u5f97\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3082\u3061\u308d\u3093\u3001simpy\u306e\u7528\u9014\u306f\u30d3\u30b8\u30cd\u30b9\u306b\u304a\u3051\u308b\u30b7\u30b9\u30c6\u30e0\u306e\u8a2d\u8a08\u30fb\u6539\u5584\u3060\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u5f85\u3061\u884c\u5217\u306b\u95a2\u3059\u308b\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u691c\u8a3c\u3084\u3001\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u8a55\u4fa1\u306a\u3069\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u7814\u7a76\u5206\u91ce\u3067\u3082\u5f79\u7acb\u3064\u30c4\u30fc\u30eb\u3068\u306a\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u3088\u3046\u306b\u3001\u73fe\u5b9f\u4e16\u754c\u306e\u8907\u96d1\u306a\u554f\u984c\u3092\u30b7\u30f3\u30d7\u30eb\u306b\u30e2\u30c7\u30eb\u5316\u3057\u3001\u5206\u6790\u306e\u305f\u3081\u306e\u5f37\u529b\u306a\u6b66\u5668\u3068\u306a\u308bsimpy\u3002\u305c\u3072\u4e00\u5ea6\u4f7f\u3063\u3066\u307f\u3066\u3001\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u9762\u767d\u3055\u3068\u6709\u7528\u6027\u3092\u5b9f\u611f\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<br><\/p>\n\n\n\n<h1 class=\"wp-block-heading\" id=\"i-1\">simpy\u3092\u4f7f\u3063\u305f\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u5b9f\u88c5\u306e3\u30b9\u30c6\u30c3\u30d7<\/h1>\n\n\n\n<p>\u305d\u308c\u3067\u306f\u3001simpy\u3092\u4f7f\u3063\u3066\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u5b9f\u88c5\u3059\u308b\u969b\u306e\u5177\u4f53\u7684\u306a\u6d41\u308c\u3092\u898b\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002\u57fa\u672c\u7684\u306b\u306f\u4ee5\u4e0b\u306e3\u3064\u306e\u30b9\u30c6\u30c3\u30d7\u306b\u6cbf\u3063\u3066\u9032\u3081\u3066\u3044\u304f\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"toc\"><br \/>\n<b>Warning<\/b>:  Undefined array key \"is_admin\" in <b>\/home\/c7479301\/public_html\/chocottopro.com\/wp-content\/themes\/sango-theme\/library\/gutenberg\/dist\/classes\/Toc.php<\/b> on line <b>116<\/b><br \/>\n<br \/>\n<b>Warning<\/b>:  Undefined array key \"is_category_top\" in <b>\/home\/c7479301\/public_html\/chocottopro.com\/wp-content\/themes\/sango-theme\/library\/gutenberg\/dist\/classes\/Toc.php<\/b> on line <b>121<\/b><br \/>\n<br \/>\n<b>Warning<\/b>:  Undefined array key \"is_top\" in <b>\/home\/c7479301\/public_html\/chocottopro.com\/wp-content\/themes\/sango-theme\/library\/gutenberg\/dist\/classes\/Toc.php<\/b> on line <b>128<\/b><br \/>\n    <div id=\"toc_container\" class=\"sgb-toc--bullets js-smooth-scroll\" data-dialog-title=\"Table of Contents\">\n      <p class=\"toc_title\">\u76ee\u6b21 <\/p>\n      <ul class=\"toc_list\">  <li class=\"first\">    <a href=\"#i-0\">simpy\u3068\u306f\uff1f\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u5b9f\u88c5\u3059\u308b\u305f\u3081\u306ePython\u30e9\u30a4\u30d6\u30e9\u30ea<\/a>  <\/li>  <li>    <a href=\"#i-1\">simpy\u3092\u4f7f\u3063\u305f\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u5b9f\u88c5\u306e3\u30b9\u30c6\u30c3\u30d7<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-2\">Step1: \u30e2\u30c7\u30eb\u306e\u5b9a\u7fa9 \u2013 \u554f\u984c\u306e\u672c\u8cea\u3092\u898b\u6975\u3081\u3066\u30e2\u30c7\u30eb\u5316\u3059\u308b<\/a>      <\/li>      <li>        <a href=\"#i-3\">Step2: \u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u69cb\u7bc9 \u2013 simpy\u306e\u57fa\u672c\u6a5f\u80fd\u3092\u4f7f\u3044\u3053\u306a\u3059<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-4\">Step3: \u30d1\u30e9\u30e1\u30fc\u30bf\u8abf\u6574\u3068\u691c\u8a3c \u2013 \u30ea\u30a2\u30eb\u306a\u7d50\u679c\u3092\u5f97\u308b\u305f\u3081\u306e\u30b3\u30c4<\/a>      <\/li>    <\/ul>  <\/li>  <li>    <a href=\"#i-5\">simpy\u3092\u4f7f\u3063\u305f\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u4e8b\u4f8b3\u9078<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-6\">\u4e8b\u4f8b1: \u88fd\u9020\u30e9\u30a4\u30f3\u306e\u6700\u9069\u5316 \u2013 \u5de5\u7a0b\u306e\u30dc\u30c8\u30eb\u30cd\u30c3\u30af\u3092\u767a\u898b<\/a>      <\/li>      <li>        <a href=\"#i-7\">\u4e8b\u4f8b2: \u75c5\u9662\u306e\u5f85\u3061\u6642\u9593\u77ed\u7e2e \u2013 \u60a3\u8005\u306e\u6d41\u308c\u3092\u30b9\u30e0\u30fc\u30ba\u306b<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-8\">\u4e8b\u4f8b3: \u30b3\u30fc\u30eb\u30bb\u30f3\u30bf\u30fc\u306e\u4eba\u54e1\u914d\u7f6e \u2013 \u5fdc\u7b54\u7387\u3092\u4e0a\u3052\u308b\u30b3\u30c4<\/a>      <\/li>    <\/ul>  <\/li>  <li>    <a href=\"#i-10\">\u3088\u308a\u9ad8\u5ea6\u306a\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u5b9f\u88c5\u3059\u308b\u305f\u3081\u306eTips<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-11\">Tip 1: \u30e2\u30c7\u30eb\u306e\u62bd\u8c61\u5ea6\u3092\u4e0a\u3052\u308b<\/a>      <\/li>      <li>        <a href=\"#i-12\">Tip 2: \u78ba\u7387\u5206\u5e03\u3092\u6d3b\u7528\u3059\u308b<\/a>      <\/li>      <li>        <a href=\"#i-13\">Tip 3: \u30ea\u30bd\u30fc\u30b9\u306e\u8a73\u7d30\u3092\u30e2\u30c7\u30eb\u5316\u3059\u308b<\/a>      <\/li>      <li>        <a href=\"#i-14\">Tip 4: \u611f\u5ea6\u5206\u6790\u3092\u884c\u3046<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-15\">Tip 5: \u53ef\u8996\u5316\u30c4\u30fc\u30eb\u3092\u6d3b\u7528\u3059\u308b<\/a>      <\/li>    <\/ul>  <\/li>  <li class=\"last\">    <a href=\"#i-16\">\u307e\u3068\u3081\uff1asimpy\u3092\u4f7f\u3044\u3053\u306a\u3057\u3066\u73fe\u5b9f\u306e\u554f\u984c\u89e3\u6c7a\u306b\u5f79\u7acb\u3066\u3088\u3046<\/a>  <\/li><\/ul>\n      \n    <\/div><\/div><h2 class=\"wp-block-heading\" id=\"i-2\">Step1: \u30e2\u30c7\u30eb\u306e\u5b9a\u7fa9 \u2013 \u554f\u984c\u306e\u672c\u8cea\u3092\u898b\u6975\u3081\u3066\u30e2\u30c7\u30eb\u5316\u3059\u308b<\/h2>\n\n\n\n<p>\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u884c\u3046\u524d\u306b\u3001\u307e\u305a\u53d6\u308a\u7d44\u3080\u3079\u304d\u554f\u984c\u3092\u660e\u78ba\u306b\u5b9a\u7fa9\u3057\u3001\u30e2\u30c7\u30eb\u5316\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u73fe\u5b9f\u4e16\u754c\u306e\u8907\u96d1\u306a\u4e8b\u8c61\u3092\u305d\u306e\u307e\u307e\u518d\u73fe\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u554f\u984c\u89e3\u6c7a\u306b\u5fc5\u8981\u306a\u8981\u7d20\u3060\u3051\u3092\u62bd\u51fa\u3057\u3066\u30b7\u30f3\u30d7\u30eb\u306a\u5f62\u3067\u8868\u73fe\u3059\u308b\u306e\u304c\u30dd\u30a4\u30f3\u30c8\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u6bb5\u968e\u3067\u306f\u3001simpy\u306e\u63d0\u4f9b\u3059\u308b\u30d7\u30ed\u30bb\u30b9\u3001\u30ea\u30bd\u30fc\u30b9\u3001\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u306a\u3069\u306e\u6982\u5ff5\u3092\u7528\u3044\u3066\u3001\u5bfe\u8c61\u3068\u3059\u308b\u7cfb\u3092\u30e2\u30c7\u30eb\u5316\u3057\u3066\u3044\u304d\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u5546\u54c1\u3092\u751f\u7523\u3059\u308b\u5de5\u5834\u3092\u30e2\u30c7\u30eb\u5316\u3059\u308b\u969b\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u8003\u3048\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30d7\u30ed\u30bb\u30b9\uff1a\u5404\u5de5\u7a0b\u3067\u306e\u4f5c\u696d\u3084\u52a0\u5de5<\/li>\n\n\n\n<li>\u30ea\u30bd\u30fc\u30b9\uff1a\u6a5f\u68b0\u3084\u4f5c\u696d\u54e1\u3001\u539f\u6750\u6599<\/li>\n\n\n\n<li>\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\uff1a\u88fd\u54c1\u3084\u90e8\u54c1<\/li>\n<\/ul>\n\n\n\n<p>\u3053\u308c\u3089\u306e\u8981\u7d20\u3092\u3046\u307e\u304f\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u5de5\u5834\u306e\u4e00\u9023\u306e\u6d41\u308c\u3092\u96e2\u6563\u4e8b\u8c61\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3068\u3057\u3066\u8868\u73fe\u3067\u304d\u308b\u308f\u3051\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-3\">Step2: \u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u69cb\u7bc9 \u2013 simpy\u306e\u57fa\u672c\u6a5f\u80fd\u3092\u4f7f\u3044\u3053\u306a\u3059<\/h2>\n\n\n\n<p>\u30e2\u30c7\u30eb\u304c\u5b9a\u307e\u3063\u305f\u3089\u3001\u6b21\u306fsimpy\u3092\u4f7f\u3063\u3066\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u5b9f\u88c5\u3057\u307e\u3059\u3002\u5177\u4f53\u7684\u306b\u306f\u3001\u30e2\u30c7\u30eb\u306e\u5404\u8981\u7d20\u306b\u5bfe\u5fdc\u3059\u308b\u30af\u30e9\u30b9\u3092\u5b9a\u7fa9\u3057\u3001\u305d\u306e\u4e2d\u3067\u767a\u751f\u3059\u308b\u30a4\u30d9\u30f3\u30c8\u3084\u72b6\u614b\u9077\u79fb\u3092\u8a18\u8ff0\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4f8b\u3048\u3070\u3001\u7c21\u5358\u306a\u88fd\u9020\u5de5\u7a0b\u306e\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u5b9f\u88c5\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">import simpy\n\ndef process(env, name, resource):\n    print(f'{name} started at {env.now}')\n    with resource.request() as req:\n        yield req\n        print(f'{name} got resource at {env.now}')\n        yield env.timeout(1)\n        print(f'{name} finished at {env.now}')\n\nenv = simpy.Environment()\nresource = simpy.Resource(env, capacity=1)\n\nfor i in range(3):\n    env.process(process(env, f'Process {i}', resource))\n\nenv.run()<\/pre>\n\n\n\n<p>\u3053\u3053\u3067\u306f\u3001simpy\u306e<code>Environment<\/code>\u3084<code>Resource<\/code>\u3068\u3044\u3063\u305f\u30af\u30e9\u30b9\u3092\u4f7f\u3063\u3066\u3001\u30ea\u30bd\u30fc\u30b9\u306e\u78ba\u4fdd\u3068\u89e3\u653e\u3001\u6642\u9593\u7d4c\u904e\u306e\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u884c\u3063\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u3088\u3046\u306b\u3001simpy\u304c\u63d0\u4f9b\u3059\u308b\u6a5f\u80fd\u3092\u9069\u5207\u306b\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u6bd4\u8f03\u7684\u30b7\u30f3\u30d7\u30eb\u306b\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u8a18\u8ff0\u3067\u304d\u308b\u306e\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-4\">Step3: \u30d1\u30e9\u30e1\u30fc\u30bf\u8abf\u6574\u3068\u691c\u8a3c \u2013 \u30ea\u30a2\u30eb\u306a\u7d50\u679c\u3092\u5f97\u308b\u305f\u3081\u306e\u30b3\u30c4<\/h2>\n\n\n\n<p>\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u304c\u5b9f\u88c5\u3067\u304d\u305f\u3089\u3001\u6b21\u306f\u73fe\u5b9f\u306e\u30c7\u30fc\u30bf\u3092\u4f7f\u3063\u3066\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u8abf\u6574\u3057\u3001\u7d50\u679c\u306e\u59a5\u5f53\u6027\u3092\u691c\u8a3c\u3057\u3066\u3044\u304d\u307e\u3059\u3002\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u5165\u529b\u5024\u3092\u5b9f\u6e2c\u30c7\u30fc\u30bf\u306b\u8fd1\u3065\u3051\u308b\u3053\u3068\u3067\u3001\u3088\u308a\u6b63\u78ba\u306a\u4e88\u6e2c\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u8907\u6570\u56de\u5b9f\u884c\u3057\u3001\u7d50\u679c\u306e\u3070\u3089\u3064\u304d\u3092\u78ba\u8a8d\u3059\u308b\u3053\u3068\u3082\u91cd\u8981\u3067\u3059\u3002\u5076\u7136\u306e\u8981\u7d20\u306b\u3088\u308b\u5f71\u97ff\u3092\u6392\u9664\u3057\u3001\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u7d50\u679c\u3092\u5f97\u308b\u305f\u3081\u306b\u306f\u3001\u5341\u5206\u306a\u56de\u6570\u306e\u8a66\u884c\u304c\u5fc5\u8981\u4e0d\u53ef\u6b20\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3055\u3089\u306b\u3001\u30b7\u30ca\u30ea\u30aa\u3092\u5909\u3048\u306a\u304c\u3089\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u884c\u3046\u3053\u3068\u3067\u3001\u69d8\u3005\u306a\u300c\u3082\u3057\u3082\u300d\u306b\u5bfe\u3059\u308b\u7b54\u3048\u3092\u5c0e\u304d\u51fa\u3059\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u9700\u8981\u306e\u5897\u6e1b\u3084\u8a2d\u5099\u306e\u6545\u969c\u306a\u3069\u3001\u60f3\u5b9a\u3055\u308c\u308b\u30ea\u30b9\u30af\u306b\u5bfe\u3057\u3066\u3069\u306e\u3088\u3046\u306a\u5bfe\u7b56\u3092\u53d6\u308b\u3079\u304d\u304b\u3092\u691c\u8a0e\u3059\u308b\u969b\u306b\u3001\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u306f\u975e\u5e38\u306b\u6709\u52b9\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4ee5\u4e0a\u306e3\u3064\u306e\u30b9\u30c6\u30c3\u30d7\u3092\u4e01\u5be7\u306b\u9032\u3081\u3066\u3044\u304f\u3053\u3068\u3067\u3001simpy\u3092\u4f7f\u3063\u305f\u672c\u683c\u7684\u306a\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u5b9f\u73fe\u3067\u304d\u308b\u3067\u3057\u3087\u3046\u3002\u3082\u3061\u308d\u3093\u3001\u5b9f\u969b\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3067\u306f\u3055\u3089\u306b\u8907\u96d1\u306a\u8981\u7d20\u304c\u7d61\u3093\u3067\u304f\u308b\u3053\u3068\u3082\u591a\u3044\u3067\u3059\u304c\u3001\u57fa\u672c\u7684\u306a\u6d41\u308c\u306f\u5909\u308f\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p>\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u306b\u5fc5\u8981\u306a\u30b9\u30ad\u30eb\u3092\u8eab\u306b\u3064\u3051\u3001\u73fe\u5b9f\u306e\u554f\u984c\u89e3\u6c7a\u306b\u6d3b\u304b\u3057\u3066\u3044\u304f\u3002\u305d\u308c\u3053\u305d\u304c\u3001simpy\u3092\u5b66\u3076\u6700\u5927\u306e\u76ee\u7684\u3068\u8a00\u3048\u308b\u306e\u3067\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\u3002<br><\/p>\n\n\n\n<p><\/p>\n\n\n\n<h1 class=\"wp-block-heading\" id=\"i-5\">simpy\u3092\u4f7f\u3063\u305f\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u4e8b\u4f8b3\u9078<\/h1>\n\n\n\n<p>\u3053\u3053\u307e\u3067\u3001simpy\u3092\u4f7f\u3063\u305f\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u9032\u3081\u65b9\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u3066\u304d\u307e\u3057\u305f\u3002\u3067\u306f\u3001\u5b9f\u969b\u306bsimpy\u304c\u3069\u306e\u3088\u3046\u306b\u6d3b\u7528\u3055\u308c\u3066\u3044\u308b\u306e\u304b\u3001\u5177\u4f53\u7684\u306a\u4e8b\u4f8b\u3092\u898b\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002\u4ee5\u4e0b\u3001\u67b6\u7a7a\u306e\u30b5\u30f3\u30d7\u30eb\u30b1\u30fc\u30b9\u3092\u4f8b\u306b\u6319\u3052\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-6\">\u4e8b\u4f8b1: \u88fd\u9020\u30e9\u30a4\u30f3\u306e\u6700\u9069\u5316 \u2013 \u5de5\u7a0b\u306e\u30dc\u30c8\u30eb\u30cd\u30c3\u30af\u3092\u767a\u898b<\/h2>\n\n\n\n<p><\/p>\n\n\n\n<p>\u81ea\u52d5\u8eca\u90e8\u54c1\u30e1\u30fc\u30ab\u30fcA\u793e\u3067\u306f\u3001\u751f\u7523\u30e9\u30a4\u30f3\u306e\u52b9\u7387\u5316\u3092\u9032\u3081\u308b\u305f\u3081\u306bsimpy\u3092\u5c0e\u5165\u3057\u307e\u3057\u305f\u3002\u5f93\u6765\u306f\u3001\u73fe\u5834\u306e\u52d8\u3068\u7d4c\u9a13\u306b\u983c\u3063\u3066\u5de5\u7a0b\u306e\u6539\u5584\u3092\u884c\u3063\u3066\u3044\u307e\u3057\u305f\u304c\u3001\u306a\u304b\u306a\u304b\u601d\u3046\u3088\u3046\u306a\u6210\u679c\u304c\u5f97\u3089\u308c\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p>\u305d\u3053\u3067\u3001\u5404\u5de5\u7a0b\u306e\u51e6\u7406\u6642\u9593\u3084\u7a3c\u50cd\u7387\u306e\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3057\u3001simpy\u3067\u30e9\u30a4\u30f3\u306e\u6d41\u308c\u3092\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3059\u308b\u3053\u3068\u306b\u3057\u307e\u3057\u305f\u3002\u305d\u306e\u7d50\u679c\u3001\u3042\u308b\u5de5\u7a0b\u304c\u5168\u4f53\u306e\u30b9\u30eb\u30fc\u30d7\u30c3\u30c8\u3092\u5236\u7d04\u3057\u3066\u3044\u308b\u3053\u3068\u304c\u660e\u3089\u304b\u306b\u306a\u3063\u305f\u306e\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u5143\u306b\u3001\u30dc\u30c8\u30eb\u30cd\u30c3\u30af\u3068\u306a\u308b\u5de5\u7a0b\u306e\u6a5f\u68b0\u3092\u5897\u8a2d\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u751f\u7523\u6027\u309220%\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">import simpy\nimport numpy as np\n\ndef process_step(env, name, time, next_step):\n    while True:\n        print(f\"{name} started at {env.now:.1f}\")\n        yield env.timeout(time)\n        print(f\"{name} finished at {env.now:.1f}\")\n        next_step.succeed()\n        next_step = env.event()\n\ndef production_line(env):\n    step1 = env.event()\n    step2 = env.event()\n    step3 = env.event()\n\n    env.process(process_step(env, \"Step 1\", 2, step1))\n    env.process(process_step(env, \"Step 2\", 3, step2))\n    env.process(process_step(env, \"Step 3\", 1, step3))\n\n    while True:\n        yield step1\n        yield step2\n        yield step3\n\nenv = simpy.Environment()\nenv.process(production_line(env))\nenv.run(until=10)<\/pre>\n\n\n\n<p>\u3053\u306e\u30b3\u30fc\u30c9\u306f\u3001\u81ea\u52d5\u8eca\u90e8\u54c1\u30e1\u30fc\u30ab\u30fcA\u793e\u306e\u88fd\u9020\u30e9\u30a4\u30f3\u3092\u7c21\u7565\u5316\u3057\u3066\u30e2\u30c7\u30eb\u5316\u3057\u305f\u3082\u306e\u3067\u3059\u3002<code>process_step<\/code> \u95a2\u6570\u3067\u5404\u5de5\u7a0b\u3092\u8868\u73fe\u3057\u3001<code>production_line<\/code> \u95a2\u6570\u3067\u5de5\u7a0b\u306e\u6d41\u308c\u3092\u5b9a\u7fa9\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u5b9f\u969b\u306eA\u793e\u3067\u306f\u3001\u3053\u306e\u3088\u3046\u306a\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u30e2\u30c7\u30eb\u3092\u69cb\u7bc9\u3057\u3001\u5404\u5de5\u7a0b\u306e\u51e6\u7406\u6642\u9593\u3084\u7a3c\u50cd\u7387\u306e\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u30fb\u5206\u6790\u3059\u308b\u3053\u3068\u3067\u3001\u30dc\u30c8\u30eb\u30cd\u30c3\u30af\u3068\u306a\u308b\u5de5\u7a0b\u3092\u7279\u5b9a\u3057\u307e\u3057\u305f\u3002\u305d\u3057\u3066\u3001\u305d\u306e\u5de5\u7a0b\u306e\u6a5f\u68b0\u3092\u5897\u8a2d\u3059\u308b\u3068\u3044\u3046\u6539\u5584\u7b56\u3092\u8b1b\u3058\u308b\u3053\u3068\u3067\u3001\u751f\u7523\u6027\u309220%\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u306b\u6210\u529f\u3057\u305f\u306e\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u3088\u3046\u306b\u3001simpy\u3092\u4f7f\u3063\u305f\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u306b\u3088\u308a\u3001\u88fd\u9020\u30e9\u30a4\u30f3\u306e\u52b9\u7387\u5316\u306b\u5411\u3051\u305f\u53d6\u308a\u7d44\u307f\u3092\u9032\u3081\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u73fe\u5b9f\u306e\u30e9\u30a4\u30f3\u3067\u306f\u3001\u8a2d\u5099\u306e\u6545\u969c\u3084\u4f5c\u696d\u54e1\u306e\u7fd2\u719f\u5ea6\u306a\u3069\u3001\u3055\u3089\u306b\u8907\u96d1\u306a\u8981\u7d20\u304c\u7d61\u3080\u3053\u3068\u304c\u591a\u3044\u3067\u3059\u304c\u3001\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u305d\u308c\u3089\u306e\u5f71\u97ff\u3082\u8003\u616e\u306b\u5165\u308c\u305f\u5206\u6790\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u305f\u3060\u3057\u3001\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u306f\u3042\u304f\u307e\u3067\u73fe\u5b9f\u306e\u8fd1\u4f3c\u3067\u3042\u308a\u3001\u5b8c\u74a7\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u30e2\u30c7\u30eb\u5316\u306e\u969b\u306b\u306f\u3001\u554f\u984c\u306e\u672c\u8cea\u3092\u898b\u6975\u3081\u308b\u6d1e\u5bdf\u529b\u304c\u554f\u308f\u308c\u307e\u3059\u3002\u307e\u305f\u3001\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u7d50\u679c\u3092\u9d5c\u5451\u307f\u306b\u305b\u305a\u3001\u6279\u5224\u7684\u306b\u691c\u8a3c\u3059\u308b\u59ff\u52e2\u3082\u6b20\u304b\u305b\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-7\">\u4e8b\u4f8b2: \u75c5\u9662\u306e\u5f85\u3061\u6642\u9593\u77ed\u7e2e \u2013 \u60a3\u8005\u306e\u6d41\u308c\u3092\u30b9\u30e0\u30fc\u30ba\u306b<\/h2>\n\n\n\n<p>\u5927\u5b66\u75c5\u9662B\u533b\u7642\u30bb\u30f3\u30bf\u30fc\u3067\u306f\u3001\u5916\u6765\u60a3\u8005\u306e\u5f85\u3061\u6642\u9593\u306e\u9577\u3055\u304c\u6df1\u523b\u306a\u554f\u984c\u3068\u306a\u3063\u3066\u3044\u307e\u3057\u305f\u3002\u305d\u3053\u3067\u3001simpy\u3092\u4f7f\u3063\u3066\u60a3\u8005\u306e\u52d5\u7dda\u3092\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3057\u3001\u6539\u5584\u7b56\u3092\u691c\u8a0e\u3059\u308b\u3053\u3068\u306b\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u307e\u305a\u3001\u8a3a\u5bdf\u3084\u691c\u67fb\u3001\u4f1a\u8a08\u306a\u3069\u306e\u5404\u51e6\u7406\u306b\u8981\u3059\u308b\u6642\u9593\u5206\u5e03\u3092\u30c7\u30fc\u30bf\u304b\u3089\u63a8\u5b9a\u3002\u305d\u308c\u3092\u3082\u3068\u306b\u3001\u60a3\u8005\u306e\u6d41\u308c\u3092\u30e2\u30c7\u30eb\u5316\u3057\u3001\u69d8\u3005\u306a\u904b\u7528\u65b9\u6cd5\u3092\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u6700\u7d42\u7684\u306b\u3001\u30ec\u30a4\u30a2\u30a6\u30c8\u306e\u5909\u66f4\u3068\u4e88\u7d04\u30b7\u30b9\u30c6\u30e0\u306e\u5c0e\u5165\u3092\u6c7a\u5b9a\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u5e73\u5747\u5f85\u3061\u6642\u9593\u309230%\u4ee5\u4e0a\u77ed\u7e2e\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u305f\u306e\u3067\u3059\u3002\u4ee5\u4e0b\u304c\u30b5\u30f3\u30d7\u30eb\u30b3\u30fc\u30c9\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">import simpy\nimport numpy as np\n\ndef patient(env, name, center):\n    print(f\"Patient {name} arrives at the hospital at {env.now:.1f}\")\n    \n    with center.reception.request() as req:\n        yield req\n        print(f\"Patient {name} starts reception at {env.now:.1f}\")\n        yield env.timeout(np.random.uniform(1, 5))\n        print(f\"Patient {name} ends reception at {env.now:.1f}\")\n    \n    with center.examination.request() as req:\n        yield req\n        print(f\"Patient {name} starts examination at {env.now:.1f}\")\n        yield env.timeout(np.random.uniform(10, 30))\n        print(f\"Patient {name} ends examination at {env.now:.1f}\")\n    \n    with center.cashier.request() as req:\n        yield req\n        print(f\"Patient {name} starts payment at {env.now:.1f}\")\n        yield env.timeout(np.random.uniform(1, 3))\n        print(f\"Patient {name} ends payment at {env.now:.1f}\")\n        \n    print(f\"Patient {name} leaves the hospital at {env.now:.1f}\")\n\nclass MedicalCenter(object):\n    def __init__(self, env, num_reception, num_examination, num_cashier):\n        self.env = env\n        self.reception = simpy.Resource(env, num_reception)\n        self.examination = simpy.Resource(env, num_examination)\n        self.cashier = simpy.Resource(env, num_cashier)\n\ndef setup(env, num_reception, num_examination, num_cashier, arrival_rate):\n    center = MedicalCenter(env, num_reception, num_examination, num_cashier)\n    \n    for i in range(10):\n        env.process(patient(env, i, center))\n        yield env.timeout(np.random.exponential(1\/arrival_rate))\n\nenv = simpy.Environment()\nenv.process(setup(env, num_reception=1, num_examination=2, num_cashier=1, arrival_rate=0.5))\nenv.run(until=100)<\/pre>\n\n\n\n<p>\u3053\u306e\u30b3\u30fc\u30c9\u3067\u306f\u3001\u60a3\u8005\u306e\u75c5\u9662\u5185\u306e\u52d5\u7dda\u3092\u7c21\u7565\u5316\u3057\u3066\u30e2\u30c7\u30eb\u5316\u3057\u3066\u3044\u307e\u3059\u3002<code>patient<\/code> \u95a2\u6570\u3067\u60a3\u8005\u306e\u884c\u52d5\u3092\u8868\u73fe\u3057\u3001\u53d7\u4ed8\uff08reception\uff09\u3001\u8a3a\u5bdf\uff08examination\uff09\u3001\u4f1a\u8a08\uff08cashier\uff09\u306e\u5404\u5de5\u7a0b\u3092\u9806\u756a\u306b\u901a\u904e\u3059\u308b\u6d41\u308c\u3092\u518d\u73fe\u3057\u3066\u3044\u307e\u3059\u3002\u5404\u5de5\u7a0b\u306e\u51e6\u7406\u6642\u9593\u306f\u3001\u5b9f\u969b\u306e\u30c7\u30fc\u30bf\u304b\u3089\u63a8\u5b9a\u3055\u308c\u305f\u6642\u9593\u5206\u5e03\u306b\u57fa\u3065\u3044\u3066\u3001\u30e9\u30f3\u30c0\u30e0\u306b\u751f\u6210\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p><code>MedicalCenter<\/code> \u30af\u30e9\u30b9\u3067\u306f\u3001\u75c5\u9662\u5185\u306e\u5404\u5de5\u7a0b\u3092\u30ea\u30bd\u30fc\u30b9\u3068\u3057\u3066\u5b9a\u7fa9\u3057\u3001\u305d\u306e\u6570\u3092\u8a2d\u5b9a\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u3066\u3044\u307e\u3059\u3002<code>setup<\/code> \u95a2\u6570\u3067\u306f\u3001\u60a3\u8005\u306e\u5230\u7740\u3092\u30dd\u30a2\u30bd\u30f3\u5206\u5e03\u306b\u5f93\u3063\u3066\u30b7\u30df\u30e5\u30ec\u30fc\u30c8\u3057\u3001\u5404\u60a3\u8005\u306e\u884c\u52d5\u30d7\u30ed\u30bb\u30b9\u3092\u751f\u6210\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>B\u533b\u7642\u30bb\u30f3\u30bf\u30fc\u3067\u306f\u3001\u3053\u306e\u3088\u3046\u306a\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u30e2\u30c7\u30eb\u3092\u69cb\u7bc9\u3057\u3001\u69d8\u3005\u306a\u904b\u7528\u65b9\u6cd5\u3092\u8a66\u884c\u932f\u8aa4\u3059\u308b\u3053\u3068\u3067\u3001\u5f85\u3061\u6642\u9593\u77ed\u7e2e\u306b\u5411\u3051\u305f\u6539\u5584\u7b56\u3092\u691c\u8a0e\u3057\u307e\u3057\u305f\u3002\u305d\u306e\u7d50\u679c\u3001\u53d7\u4ed8\u30ab\u30a6\u30f3\u30bf\u30fc\u306e\u5897\u8a2d\u3001\u8a3a\u5bdf\u5ba4\u306e\u52b9\u7387\u7684\u306a\u914d\u7f6e\u3001\u4e88\u7d04\u30b7\u30b9\u30c6\u30e0\u306e\u5c0e\u5165\u306a\u3069\u3092\u6c7a\u5b9a\u3002\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u7d50\u679c\u304b\u3089\u4e88\u6e2c\u3055\u308c\u305f\u901a\u308a\u3001\u5e73\u5747\u5f85\u3061\u6642\u9593\u309230%\u4ee5\u4e0a\u77ed\u7e2e\u3059\u308b\u3053\u3068\u306b\u6210\u529f\u3057\u305f\u306e\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-8\">\u4e8b\u4f8b3: \u30b3\u30fc\u30eb\u30bb\u30f3\u30bf\u30fc\u306e\u4eba\u54e1\u914d\u7f6e \u2013 \u5fdc\u7b54\u7387\u3092\u4e0a\u3052\u308b\u30b3\u30c4<\/h2>\n\n\n\n<p>\u901a\u4fe1\u4f1a\u793eC\u793e\u306e\u30b3\u30fc\u30eb\u30bb\u30f3\u30bf\u30fc\u3067\u306f\u3001\u30aa\u30da\u30ec\u30fc\u30bf\u30fc\u306e\u4eba\u54e1\u914d\u7f6e\u304c\u9069\u5207\u3067\u306a\u3044\u305f\u3081\u306b\u3001\u5fdc\u7b54\u7387\u306e\u4f4e\u4e0b\u304c\u554f\u984c\u306b\u306a\u3063\u3066\u3044\u307e\u3057\u305f\u3002\u305d\u3053\u3067\u3001\u904e\u53bb\u306e\u554f\u3044\u5408\u308f\u305b\u5c65\u6b74\u3092\u3082\u3068\u306bsimpy\u3067\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u884c\u3044\u3001\u6700\u9069\u306a\u4eba\u54e1\u914d\u7f6e\u3092\u8ffd\u6c42\u3059\u308b\u3053\u3068\u306b\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u6642\u9593\u5e2f\u5225\u306e\u96fb\u8a71\u91cf\u3084\u901a\u8a71\u6642\u9593\u306e\u5206\u5e03\u3092\u5206\u6790\u3057\u3001\u305d\u308c\u3092\u30e2\u30c7\u30eb\u306b\u53cd\u6620\u3002\u3055\u3089\u306b\u3001\u30b7\u30d5\u30c8\u30d1\u30bf\u30fc\u30f3\u3092\u5909\u3048\u306a\u304c\u3089\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u7e70\u308a\u8fd4\u3057\u3001\u30b5\u30fc\u30d3\u30b9\u30ec\u30d9\u30eb\u306e\u6539\u5584\u5ea6\u5408\u3044\u3092\u6bd4\u8f03\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u305d\u306e\u7d50\u679c\u3001\u30d4\u30fc\u30af\u6642\u306e\u4eba\u54e1\u3092\u5897\u3084\u3059\u4e00\u65b9\u3067\u3001\u9591\u6563\u6642\u306e\u4eba\u6570\u3092\u6e1b\u3089\u3059\u3053\u3068\u3067\u3001\u547c\u640d\u7387\u3092\u4e00\u5b9a\u6c34\u6e96\u4ee5\u4e0b\u306b\u6291\u3048\u3064\u3064\u3001\u4eba\u4ef6\u8cbb\u3092\u524a\u6e1b\u3067\u304d\u308b\u3053\u3068\u304c\u5206\u304b\u3063\u305f\u306e\u3067\u3059\u3002\u4ee5\u4e0b\u304c\u30b5\u30f3\u30d7\u30eb\u30b3\u30fc\u30c9\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>C\u793e\u306e\u30b3\u30fc\u30eb\u30bb\u30f3\u30bf\u30fc\u3067\u306f\u3001\u30aa\u30da\u30ec\u30fc\u30bf\u30fc\u306e\u4eba\u54e1\u914d\u7f6e\u306e\u554f\u984c\u306b\u3088\u308a\u3001\u5fdc\u7b54\u7387\u306e\u4f4e\u4e0b\u304c\u767a\u751f\u3057\u3066\u3044\u307e\u3057\u305f\u3002\u3053\u306e\u8ab2\u984c\u306b\u5bfe\u3057\u3001\u904e\u53bb\u306e\u554f\u3044\u5408\u308f\u305b\u5c65\u6b74\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3057\u3001simpy\u3067\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u884c\u3046\u3053\u3068\u3067\u3001\u6700\u9069\u306a\u4eba\u54e1\u914d\u7f6e\u3092\u8ffd\u6c42\u3059\u308b\u3053\u3068\u306b\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u4ee5\u4e0b\u306f\u3001\u30b3\u30fc\u30eb\u30bb\u30f3\u30bf\u30fc\u306e\u904b\u55b6\u3092\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3059\u308bPython\u30b3\u30fc\u30c9\u306e\u4f8b\u3067\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">import simpy\nimport numpy as np\n\ndef call(env, name, center):\n    print(f\"Call {name} arrives at {env.now:.1f}\")\n    with center.request() as req:\n        yield req\n        print(f\"Call {name} starts service at {env.now:.1f}\")\n        yield env.timeout(np.random.exponential(3))\n        print(f\"Call {name} ends service at {env.now:.1f}\")\n\ndef setup(env, num_operators, interval):\n    center = simpy.Resource(env, num_operators)\n    for i in range(20):\n        env.process(call(env, i, center))\n        yield env.timeout(np.random.exponential(interval))\n\nnp.random.seed(42)\n\nfor num_operators in range(1, 6):\n    print(f\"\\nNumber of operators: {num_operators}\")\n    env = simpy.Environment()\n    env.process(setup(env, num_operators, 5))\n    env.run(until=60)<\/pre>\n\n\n\n<p>\u3053\u306e\u30b3\u30fc\u30c9\u3067\u306f\u3001<code>call<\/code> \u95a2\u6570\u3067\u500b\u3005\u306e\u96fb\u8a71\u3092\u8868\u73fe\u3057\u3001<code>setup<\/code> \u95a2\u6570\u3067\u96fb\u8a71\u306e\u5230\u7740\u3092\u30b7\u30df\u30e5\u30ec\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002\u30aa\u30da\u30ec\u30fc\u30bf\u30fc\u306e\u6570\u3092\u5909\u3048\u306a\u304c\u3089\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u8907\u6570\u56de\u5b9f\u884c\u3057\u3001\u5fdc\u7b54\u7387\u306e\u5909\u5316\u3092\u78ba\u8a8d\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>C\u793e\u3067\u306f\u3001\u3053\u306e\u3088\u3046\u306a\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u901a\u3058\u3066\u3001\u6642\u9593\u5e2f\u5225\u306e\u96fb\u8a71\u91cf\u3084\u901a\u8a71\u6642\u9593\u306e\u5206\u5e03\u3092\u5206\u6790\u3057\u3001\u30e2\u30c7\u30eb\u306b\u53cd\u6620\u3057\u307e\u3057\u305f\u3002\u3055\u3089\u306b\u3001\u30b7\u30d5\u30c8\u30d1\u30bf\u30fc\u30f3\u3092\u5909\u3048\u306a\u304c\u3089\u7e70\u308a\u8fd4\u3057\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u884c\u3044\u3001\u30b5\u30fc\u30d3\u30b9\u30ec\u30d9\u30eb\u306e\u6539\u5584\u5ea6\u5408\u3044\u3092\u6bd4\u8f03\u691c\u8a0e\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u305d\u306e\u7d50\u679c\u3001\u30d4\u30fc\u30af\u6642\u306e\u4eba\u54e1\u3092\u5897\u3084\u3059\u4e00\u65b9\u3067\u3001\u9591\u6563\u6642\u306e\u4eba\u6570\u3092\u6e1b\u3089\u3059\u3053\u3068\u3067\u3001\u547c\u640d\u7387\u3092\u4e00\u5b9a\u6c34\u6e96\u4ee5\u4e0b\u306b\u6291\u3048\u3064\u3064\u3001\u4eba\u4ef6\u8cbb\u3092\u524a\u6e1b\u3067\u304d\u308b\u6700\u9069\u306a\u4eba\u54e1\u914d\u7f6e\u3092\u898b\u51fa\u3059\u3053\u3068\u304c\u3067\u304d\u305f\u306e\u3067\u3059\u3002<\/p>\n\n\n\n<p>C\u793e\u306e\u4e8b\u4f8b\u306f\u3001\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u304c\u30b3\u30fc\u30eb\u30bb\u30f3\u30bf\u30fc\u306e\u904b\u55b6\u6539\u5584\u306b\u6709\u52b9\u3067\u3042\u308b\u3053\u3068\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002\u904e\u53bb\u306e\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3057\u3001\u9069\u5207\u306b\u30e2\u30c7\u30eb\u5316\u3059\u308b\u3053\u3068\u3067\u3001\u4eba\u54e1\u914d\u7f6e\u306e\u6700\u9069\u5316\u3068\u3044\u3046\u8907\u96d1\u306a\u554f\u984c\u306b\u5bfe\u3059\u308b\u89e3\u3092\u5c0e\u304d\u51fa\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-9\">\u307e\u3068\u3081\uff1a\u30d3\u30b8\u30cd\u30b9\u306bsimpy\u3092\u6d3b\u7528\u3057\u3088\u3046<\/h3>\n\n\n\n<p>\u3053\u308c\u3089\u306e\u4e8b\u4f8b\u306b\u5171\u901a\u3059\u308b\u306e\u306f\u3001\u73fe\u5b9f\u306e\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u304f\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3067\u3001\u5ba2\u89b3\u7684\u306a\u6839\u62e0\u3092\u6301\u3063\u3066\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3063\u3066\u3044\u308b\u70b9\u3067\u3059\u3002\u7d4c\u9a13\u3068\u52d8\u3060\u3051\u306b\u983c\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u5b9a\u91cf\u7684\u306a\u5206\u6790\u306b\u57fa\u3065\u3044\u3066\u6700\u9069\u89e3\u3092\u8ffd\u6c42\u3059\u308b\u3002\u305d\u308c\u304c\u3001simpy\u3092\u306f\u3058\u3081\u3068\u3059\u308b\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u30c4\u30fc\u30eb\u306e\u771f\u9aa8\u9802\u3068\u8a00\u3048\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p>\u3082\u3061\u308d\u3093\u3001\u3053\u3053\u3067\u7d39\u4ecb\u3057\u305f\u4ee5\u5916\u306b\u3082\u3001\u69d8\u3005\u306a\u5206\u91ce\u3067simpy\u304c\u6d3b\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u7269\u6d41\u3001\u4ea4\u901a\u3001\u30b5\u30fc\u30d3\u30b9\u306a\u3069\u3001\u96e2\u6563\u4e8b\u8c61\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u9069\u7528\u7bc4\u56f2\u306f\u975e\u5e38\u306b\u5e83\u3044\u306e\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u8eab\u8fd1\u306a\u8ab2\u984c\u3092\u3001\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u529b\u3067\u89e3\u6c7a\u3059\u308b\u3002\u305d\u3093\u306a\u53ef\u80fd\u6027\u3092\u611f\u3058\u3066\u3044\u305f\u3060\u3051\u305f\u306a\u3089\u3001\u305c\u3072simpy\u3092\u4f7f\u3063\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<br><\/p>\n\n\n\n<p><\/p>\n\n\n\n<h1 class=\"wp-block-heading\" id=\"i-10\">\u3088\u308a\u9ad8\u5ea6\u306a\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u5b9f\u88c5\u3059\u308b\u305f\u3081\u306eTips<\/h1>\n\n\n\n<p>\u3053\u3053\u307e\u3067\u306e\u4e8b\u4f8b\u304b\u3089\u3082\u5206\u304b\u308b\u3088\u3046\u306b\u3001simpy\u3092\u4f7f\u3048\u3070\u73fe\u5b9f\u306e\u8907\u96d1\u306a\u30b7\u30b9\u30c6\u30e0\u3092\u30e2\u30c7\u30eb\u5316\u3057\u3001\u305d\u306e\u6319\u52d5\u3092\u5206\u6790\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u3088\u308a\u7cbe\u7dfb\u3067\u52b9\u7387\u7684\u306a\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u5b9f\u73fe\u3059\u308b\u306b\u306f\u3001\u3055\u3089\u306b\u4e00\u6b69\u9032\u3093\u3060\u30c6\u30af\u30cb\u30c3\u30af\u304c\u5fc5\u8981\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u3053\u3067\u306f\u3001\u9ad8\u5ea6\u306a\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u5b9f\u88c5\u3059\u308b\u4e0a\u3067\u5f79\u7acb\u3064Tips\u30925\u3064\u7d39\u4ecb\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-11\">Tip 1: \u30e2\u30c7\u30eb\u306e\u62bd\u8c61\u5ea6\u3092\u4e0a\u3052\u308b<\/h2>\n\n\n\n<p>\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u884c\u3046\u969b\u3001\u73fe\u5b9f\u4e16\u754c\u306e\u8907\u96d1\u3055\u3092\u3069\u3053\u307e\u3067\u518d\u73fe\u3059\u308b\u304b\u306f\u91cd\u8981\u306a\u691c\u8a0e\u4e8b\u9805\u3067\u3059\u3002\u30e2\u30c7\u30eb\u306b\u542b\u3081\u308b\u8981\u7d20\u304c\u591a\u3044\u307b\u3069\u3001\u73fe\u5b9f\u306b\u8fd1\u3044\u7d50\u679c\u304c\u5f97\u3089\u308c\u308b\u4e00\u65b9\u3067\u3001\u5b9f\u88c5\u3084\u8a08\u7b97\u306e\u30b3\u30b9\u30c8\u304c\u5927\u5e45\u306b\u5897\u5927\u3057\u3066\u3057\u307e\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u305d\u3053\u3067\u3001\u554f\u984c\u306e\u672c\u8cea\u3092\u898b\u6975\u3081\u3001\u30e2\u30c7\u30eb\u306e\u62bd\u8c61\u5ea6\u3092\u9069\u5207\u306b\u8a2d\u5b9a\u3059\u308b\u3053\u3068\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u88fd\u9020\u30e9\u30a4\u30f3\u306e\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3067\u306f\u3001\u500b\u3005\u306e\u88fd\u54c1\u306e\u8a73\u7d30\u306a\u4ed5\u69d8\u3088\u308a\u3082\u3001\u5de5\u7a0b\u9593\u306e\u6d41\u308c\u306b\u7740\u76ee\u3057\u305f\u65b9\u304c\u52b9\u7387\u7684\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p>\u30e2\u30c7\u30eb\u306e\u62bd\u8c61\u5ea6\u3092\u4e0a\u3052\u308b\u3053\u3068\u3067\u3001\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u5b9f\u884c\u901f\u5ea6\u304c\u5411\u4e0a\u3057\u3001\u30d1\u30e9\u30e1\u30fc\u30bf\u306e\u8abf\u6574\u3082\u3084\u308a\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u62bd\u8c61\u5316\u3057\u3059\u304e\u308b\u3068\u30e2\u30c7\u30eb\u306e\u73fe\u5b9f\u611f\u304c\u640d\u306a\u308f\u308c\u308b\u305f\u3081\u3001\u30d0\u30e9\u30f3\u30b9\u3092\u53d6\u308b\u3053\u3068\u304c\u809d\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-12\">Tip 2: \u78ba\u7387\u5206\u5e03\u3092\u6d3b\u7528\u3059\u308b<\/h2>\n\n\n\n<p>\u73fe\u5b9f\u306e\u30c7\u30fc\u30bf\u306b\u306f\u5fc5\u305a\u3070\u3089\u3064\u304d\u304c\u3042\u308b\u3082\u306e\u3067\u3059\u3002\u4f8b\u3048\u3070\u3001\u90e8\u54c1\u306e\u52a0\u5de5\u6642\u9593\u306f\u4e00\u5b9a\u3067\u306f\u306a\u304f\u3001\u3042\u308b\u7a0b\u5ea6\u306e\u5e45\u3092\u6301\u3063\u3066\u3044\u307e\u3059\u3002\u3053\u3046\u3057\u305f\u3070\u3089\u3064\u304d\u3092\u518d\u73fe\u3059\u308b\u306b\u306f\u3001\u78ba\u7387\u5206\u5e03\u306e\u6982\u5ff5\u304c\u6b20\u304b\u305b\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p>simpy\u3067\u306f\u3001\u69d8\u3005\u306a\u78ba\u7387\u5206\u5e03\u3092\u751f\u6210\u3059\u308b\u95a2\u6570\u304c\u7528\u610f\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u6b63\u898f\u5206\u5e03\u306b\u5f93\u3046\u4e71\u6570\u3092\u751f\u6210\u3059\u308b\u306b\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">import numpy as np\nfrom simpy.core import Environment\n\nenv = Environment()\nprocessing_time = env.now + np.random.normal(loc=10, scale=2)<\/pre>\n\n\n\n<p>\u3053\u306e\u3088\u3046\u306b\u3001\u5e73\u5747\u5024\u3060\u3051\u3067\u306a\u304f\u5206\u6563\u307e\u3067\u8003\u616e\u306b\u5165\u308c\u308b\u3053\u3068\u3067\u3001\u3088\u308a\u73fe\u5b9f\u306b\u5373\u3057\u305f\u30e2\u30c7\u30eb\u3092\u69cb\u7bc9\u3067\u304d\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-13\">Tip 3: \u30ea\u30bd\u30fc\u30b9\u306e\u8a73\u7d30\u3092\u30e2\u30c7\u30eb\u5316\u3059\u308b<\/h2>\n\n\n\n<p>simpy\u3067\u306f\u30ea\u30bd\u30fc\u30b9\u3092\u30b7\u30f3\u30d7\u30eb\u306b\u8868\u73fe\u3067\u304d\u307e\u3059\u304c\u3001\u73fe\u5b9f\u306e\u8a2d\u5099\u306b\u306f\u69d8\u3005\u306a\u72b6\u614b\u304c\u3042\u308a\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u6a5f\u68b0\u306f\u6545\u969c\u3057\u305f\u308a\u3001\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u306e\u305f\u3081\u306b\u505c\u6b62\u3057\u305f\u308a\u3057\u307e\u3059\u3002\u3053\u3046\u3057\u305f\u8a73\u7d30\u306a\u6319\u52d5\u307e\u3067\u518d\u73fe\u3059\u308b\u3053\u3068\u3067\u3001\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u7cbe\u5ea6\u3092\u9ad8\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30ea\u30bd\u30fc\u30b9\u306e\u72b6\u614b\u9077\u79fb\u306f\u3001\u78ba\u7387\u904e\u7a0b\u3068\u3057\u3066\u30e2\u30c7\u30eb\u5316\u3059\u308b\u306e\u304c\u4e00\u822c\u7684\u3067\u3059\u3002\u4f8b\u3048\u3070\u3001\u6545\u969c\u306e\u767a\u751f\u9593\u9694\u304c\u6307\u6570\u5206\u5e03\u306b\u5f93\u3046\u3068\u4eee\u5b9a\u3059\u308c\u3070\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u30e2\u30c7\u30eb\u5316\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">import simpy\n\ndef machine(env, name, mtbf):\n    while True:\n        print(f'{name} is working at {env.now}')\n        yield env.timeout(mtbf)  # \u6545\u969c\u307e\u3067\u306e\u6642\u9593\n        print(f'{name} is broken at {env.now}')\n        yield env.timeout(1)  # \u4fee\u7406\u306b\u8981\u3059\u308b\u6642\u9593\n        print(f'{name} is repaired at {env.now}')\n\nenv = simpy.Environment()\nenv.process(machine(env, 'Machine1', 10))\nenv.run(until=50)<\/pre>\n\n\n\n<p>\u3053\u306e\u3088\u3046\u306b\u3001\u30ea\u30bd\u30fc\u30b9\u306e\u8a73\u7d30\u306a\u6319\u52d5\u3092\u30e2\u30c7\u30eb\u306b\u53d6\u308a\u8fbc\u3080\u3053\u3068\u3067\u3001\u8a2d\u5099\u306e\u7a3c\u50cd\u7387\u306a\u3069\u3001\u3088\u308a\u73fe\u5b9f\u306b\u8fd1\u3044\u6307\u6a19\u304c\u5f97\u3089\u308c\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-14\">Tip 4: \u611f\u5ea6\u5206\u6790\u3092\u884c\u3046<\/h2>\n\n\n\n<p>\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u30e2\u30c7\u30eb\u306b\u306f\u591a\u304f\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u304c\u542b\u307e\u308c\u3066\u304a\u308a\u3001\u305d\u308c\u305e\u308c\u304c\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u7d50\u679c\u306b\u5f71\u97ff\u3092\u53ca\u307c\u3057\u307e\u3059\u3002\u611f\u5ea6\u5206\u6790\u3068\u306f\u3001\u3042\u308b\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u5909\u5316\u3055\u305b\u305f\u6642\u306b\u3001\u7d50\u679c\u304c\u3069\u306e\u7a0b\u5ea6\u5909\u308f\u308b\u304b\u3092\u8abf\u3079\u308b\u624b\u6cd5\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u611f\u5ea6\u5206\u6790\u3092\u884c\u3046\u3053\u3068\u3067\u3001\u30e2\u30c7\u30eb\u306e\u30ed\u30d0\u30b9\u30c8\u6027\u3092\u8a55\u4fa1\u3057\u305f\u308a\u3001\u91cd\u8981\u306a\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u7279\u5b9a\u3057\u305f\u308a\u3067\u304d\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u9867\u5ba2\u306e\u5230\u7740\u9593\u9694\u304c\u7d50\u679c\u306b\u5927\u304d\u304f\u5f71\u97ff\u3059\u308b\u3088\u3046\u3067\u3042\u308c\u3070\u3001\u305d\u306e\u5024\u3092\u3088\u308a\u6b63\u78ba\u306b\u898b\u7a4d\u3082\u308b\u5fc5\u8981\u304c\u3042\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p>simpy\u3092\u4f7f\u3063\u305f\u611f\u5ea6\u5206\u6790\u306f\u3001\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u5c11\u3057\u305a\u3064\u5909\u3048\u306a\u304c\u3089\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u7e70\u308a\u8fd4\u3059\u3053\u3068\u3067\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002\u7d50\u679c\u3092\u30b0\u30e9\u30d5\u5316\u3059\u308b\u3053\u3068\u3067\u3001\u30d1\u30e9\u30e1\u30fc\u30bf\u3068\u8a55\u4fa1\u6307\u6a19\u306e\u95a2\u4fc2\u6027\u304c\u8996\u899a\u7684\u306b\u5206\u304b\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-15\">Tip 5: \u53ef\u8996\u5316\u30c4\u30fc\u30eb\u3092\u6d3b\u7528\u3059\u308b<\/h2>\n\n\n\n<p>\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u7d50\u679c\u306f\u3001\u6570\u5024\u30c7\u30fc\u30bf\u306e\u7f85\u5217\u3060\u3051\u3067\u306f\u76f4\u611f\u7684\u306b\u7406\u89e3\u3057\u3065\u3089\u3044\u3082\u306e\u3067\u3059\u3002\u30b0\u30e9\u30d5\u3084\u52d5\u753b\u306a\u3069\u3001\u30d3\u30b8\u30e5\u30a2\u30eb\u306a\u5f62\u5f0f\u3067\u8868\u73fe\u3059\u308b\u3053\u3068\u3067\u3001\u30b7\u30b9\u30c6\u30e0\u306e\u6319\u52d5\u3092\u3088\u308a\u6df1\u304f\u6d1e\u5bdf\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>Matplotlib\u306a\u3069\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u4f7f\u3048\u3070\u3001\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u7d50\u679c\u3092\u7c21\u5358\u306b\u53ef\u8996\u5316\u3067\u304d\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u5f85\u3061\u884c\u5217\u306e\u9577\u3055\u306e\u6642\u9593\u5909\u5316\u3092\u30b0\u30e9\u30d5\u5316\u3059\u308b\u3053\u3068\u3067\u3001\u30dc\u30c8\u30eb\u30cd\u30c3\u30af\u306e\u767a\u751f\u7b87\u6240\u304c\u4e00\u76ee\u3067\u5206\u304b\u308b\u3088\u3046\u306b\u306a\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u30a2\u30cb\u30e1\u30fc\u30b7\u30e7\u30f3\u5316\u3082\u52b9\u679c\u7684\u3067\u3059\u3002\u5b9f\u969b\u306b\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u304c\u751f\u6210\u3055\u308c\u3001\u30ea\u30bd\u30fc\u30b9\u9593\u3092\u79fb\u52d5\u3057\u3066\u3044\u304f\u69d8\u5b50\u3092\u76ee\u3067\u8ffd\u3046\u3053\u3068\u3067\u3001\u30e2\u30c7\u30eb\u306e\u59a5\u5f53\u6027\u3092\u76f4\u611f\u7684\u306b\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4ee5\u4e0a\u3001\u9ad8\u5ea6\u306a\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u5b9f\u88c5\u3059\u308b\u4e0a\u3067\u6709\u7528\u306aTips\u30925\u3064\u7d39\u4ecb\u3057\u307e\u3057\u305f\u3002\u3053\u308c\u3089\u306e\u30c6\u30af\u30cb\u30c3\u30af\u3092\u9069\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u3088\u308a\u7cbe\u7dfb\u3067\u52b9\u7387\u7684\u306a\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u304c\u5b9f\u73fe\u3067\u304d\u308b\u306f\u305a\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u305f\u3060\u3057\u3001\u30e2\u30c7\u30eb\u304c\u8907\u96d1\u306b\u306a\u308b\u307b\u3069\u3001\u5b9f\u88c5\u306e\u96e3\u6613\u5ea6\u3082\u4e0a\u304c\u3063\u3066\u3044\u304f\u3053\u3068\u306b\u6ce8\u610f\u304c\u5fc5\u8981\u3067\u3059\u3002\u307e\u305a\u306f\u57fa\u672c\u7684\u306a\u6a5f\u80fd\u3092\u4f7f\u3044\u3053\u306a\u3059\u3053\u3068\u3092\u512a\u5148\u3057\u3001\u5f90\u3005\u306b\u30ec\u30d9\u30eb\u30a2\u30c3\u30d7\u3057\u3066\u3044\u304f\u306e\u304c\u8ce2\u660e\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p>\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u306f\u5965\u306e\u6df1\u3044\u5206\u91ce\u3067\u3059\u304c\u3001\u5927\u5207\u306a\u306e\u306f\u5b9f\u969b\u306b\u624b\u3092\u52d5\u304b\u3057\u3066\u307f\u308b\u3053\u3068\u3002\u305c\u3072\u3001simpy\u3092\u4f7f\u3063\u3066\u69d8\u3005\u306a\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u8a66\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002\u65b0\u305f\u306a\u767a\u898b\u3068\u3001\u8ab2\u984c\u89e3\u6c7a\u306e\u30d2\u30f3\u30c8\u304c\u898b\u3064\u304b\u308b\u306f\u305a\u3067\u3059\u3002<br><\/p>\n\n\n\n<p>4\u3064\u76ee\u306eh2\u306e\u57f7\u7b46\u304c\u5b8c\u4e86\u3057\u307e\u3057\u305f\u3002\u6b21\u306e\u30bf\u30b9\u30af\u3092\u958b\u59cb\u3059\u308b\u305f\u3081\u3001Step2\u306b\u623b\u308a\u307e\u3059\u3002\u3069\u306e\u30bf\u30b9\u30af\u3092\u5b9f\u884c\u3057\u307e\u3059\u304b\uff1f<\/p>\n\n\n\n<p>\u3059\u3002<\/p>\n\n\n\n<h1 class=\"wp-block-heading\" id=\"i-16\">\u307e\u3068\u3081\uff1asimpy\u3092\u4f7f\u3044\u3053\u306a\u3057\u3066\u73fe\u5b9f\u306e\u554f\u984c\u89e3\u6c7a\u306b\u5f79\u7acb\u3066\u3088\u3046<\/h1>\n\n\n\n<p>\u672c\u8a18\u4e8b\u3067\u306f\u3001\u96e2\u6563\u4e8b\u8c61\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u30e9\u30a4\u30d6\u30e9\u30ea\u3067\u3042\u308bsimpy\u306e\u57fa\u672c\u7684\u306a\u4f7f\u3044\u65b9\u304b\u3089\u3001\u5b9f\u8df5\u7684\u306a\u6d3b\u7528\u65b9\u6cd5\u3001\u9ad8\u5ea6\u306a\u30c6\u30af\u30cb\u30c3\u30af\u307e\u3067\u3001\u5e45\u5e83\u304f\u89e3\u8aac\u3057\u3066\u304d\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>simpy\u3092\u4f7f\u3048\u3070\u3001\u88fd\u9020\u30e9\u30a4\u30f3\u306e\u6700\u9069\u5316\u3084\u3001\u75c5\u9662\u306e\u5f85\u3061\u6642\u9593\u77ed\u7e2e\u3001\u30b3\u30fc\u30eb\u30bb\u30f3\u30bf\u30fc\u306e\u4eba\u54e1\u914d\u7f6e\u306a\u3069\u3001\u69d8\u3005\u306a\u73fe\u5b9f\u306e\u554f\u984c\u3092\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u4e0a\u3067\u30b7\u30df\u30e5\u30ec\u30fc\u30c8\u3067\u304d\u307e\u3059\u3002\u7d4c\u9a13\u3068\u52d8\u306b\u983c\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u3044\u3066\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308b\u306e\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u4f8b\u3048\u3070\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u30b7\u30f3\u30d7\u30eb\u306a\u30b3\u30fc\u30c9\u3067\u3001\u5f85\u3061\u884c\u5217\u306e\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u304c\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">import simpy\n\ndef customer(env, name, counter, time):\n    print(f'Customer {name} arrives at {env.now}')\n    with counter.request() as req:\n        yield req\n        print(f'Customer {name} starts service at {env.now}')\n        yield env.timeout(time)\n        print(f'Customer {name} finishes service at {env.now}')\n\nenv = simpy.Environment()\ncounter = simpy.Resource(env, capacity=1)\n\nfor i in range(5):\n    env.process(customer(env, i, counter, i*2))\n\nenv.run()<\/pre>\n\n\n\n<p>\u3053\u306e\u3088\u3046\u306b\u3001simpy\u3092\u4f7f\u3044\u3053\u306a\u3059\u3053\u3068\u3067\u3001\u73fe\u5b9f\u306e\u8907\u96d1\u306a\u4e8b\u8c61\u3092\u30b7\u30f3\u30d7\u30eb\u306b\u30e2\u30c7\u30eb\u5316\u3057\u3001\u305d\u306e\u6319\u52d5\u3092\u5206\u6790\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002\u30b5\u30fc\u30d3\u30b9\u306e\u6539\u5584\u3084\u8cc7\u6e90\u306e\u6700\u9069\u5316\u306a\u3069\u3001\u30d3\u30b8\u30cd\u30b9\u306e\u69d8\u3005\u306a\u5c40\u9762\u3067\u5f79\u7acb\u3066\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p>\u305f\u3060\u3057\u3001\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u306f\u3042\u304f\u307e\u3067\u73fe\u5b9f\u306e\u8fd1\u4f3c\u3067\u3042\u308a\u3001\u5b8c\u74a7\u3067\u306f\u306a\u3044\u3053\u3068\u3092\u7406\u89e3\u3057\u3066\u304a\u304f\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u30e2\u30c7\u30eb\u5316\u306e\u969b\u306b\u306f\u3001\u554f\u984c\u306e\u672c\u8cea\u3092\u898b\u6975\u3081\u308b\u6d1e\u5bdf\u529b\u304c\u554f\u308f\u308c\u307e\u3059\u3002\u307e\u305f\u3001\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u7d50\u679c\u3092\u9d5c\u5451\u307f\u306b\u305b\u305a\u3001\u6279\u5224\u7684\u306b\u691c\u8a3c\u3059\u308b\u59ff\u52e2\u3082\u6b20\u304b\u305b\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p>\u52a0\u3048\u3066\u3001\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u306b\u7d76\u5bfe\u306f\u306a\u304f\u3001\u9053\u5177\u3068\u3057\u3066\u306e\u9650\u754c\u3092\u8a8d\u8b58\u3057\u305f\u4e0a\u3067\u4f7f\u3044\u3053\u306a\u3059\u3053\u3068\u304c\u809d\u8981\u3067\u3059\u3002\u6280\u8853\u3092\u60aa\u7528\u305b\u305a\u3001\u502b\u7406\u7684\u306a\u5224\u65ad\u306b\u57fa\u3065\u3044\u3066\u6d3b\u7528\u3059\u308b\u3053\u3068\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002\u696d\u52d9\u306e\u52b9\u7387\u5316\u3060\u3051\u3067\u306a\u304f\u3001\u793e\u4f1a\u8ab2\u984c\u306e\u89e3\u6c7a\u306b\u3082\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u5f79\u7acb\u3066\u3066\u3044\u304f\u3053\u3068\u304c\u3001\u3053\u308c\u304b\u3089\u306e\u30d3\u30b8\u30cd\u30b9\u30d1\u30fc\u30bd\u30f3\u306b\u671f\u5f85\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u304b\u3089\u306e\u30c7\u30b8\u30bf\u30eb\u793e\u4f1a\u306b\u304a\u3044\u3066\u3001\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u306f\u5fc5\u9808\u306e\u30b9\u30ad\u30eb\u306b\u306a\u308b\u3067\u3057\u3087\u3046\u3002IoT\u3084\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u306e\u666e\u53ca\u306b\u4f34\u3044\u3001\u305d\u306e\u91cd\u8981\u6027\u306f\u3055\u3089\u306b\u9ad8\u307e\u308b\u3068\u4e88\u60f3\u3055\u308c\u307e\u3059\u3002\u5c06\u6765\u3092\u898b\u636e\u3048\u3066\u3001\u4eca\u304b\u3089simpy\u3092\u5b66\u3093\u3067\u304a\u304f\u3053\u3068\u3092\u304a\u3059\u3059\u3081\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u672c\u8a18\u4e8b\u3092\u901a\u3058\u3066\u3001simpy\u3068\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u9762\u767d\u3055\u3068\u53ef\u80fd\u6027\u3092\u611f\u3058\u3066\u3044\u305f\u3060\u3051\u305f\u306e\u3067\u3042\u308c\u3070\u5e78\u3044\u3067\u3059\u3002\u305c\u3072\u5b9f\u969b\u306bsimpy\u3092\u4f7f\u3063\u3066\u307f\u3066\u3001\u73fe\u5b9f\u306e\u554f\u984c\u89e3\u6c7a\u306b\u5f79\u7acb\u3066\u3066\u304f\u3060\u3055\u3044\u3002trial and error\u3092\u7e70\u308a\u8fd4\u3057\u306a\u304c\u3089\u3001\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u30b9\u30ad\u30eb\u3092\u78e8\u3044\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p>\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3068\u30c7\u30fc\u30bf\u6d3b\u7528\u306e\u529b\u3092\u8eab\u306b\u3064\u3051\u3001\u30d3\u30b8\u30cd\u30b9\u3068\u793e\u4f1a\u306b\u65b0\u305f\u306a\u4fa1\u5024\u3092\u751f\u307f\u51fa\u3059\u3002\u305d\u3093\u306a\u30a8\u30f3\u30b8\u30cb\u30a2\u3084\u30a2\u30ca\u30ea\u30b9\u30c8\u3092\u76ee\u6307\u3057\u3066\u3001\u4e00\u6b69\u4e00\u6b69\u524d\u9032\u3057\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002simpy\u306f\u305d\u306e\u305f\u3081\u306e\u5f37\u529b\u306a\u6b66\u5668\u306b\u306a\u3063\u3066\u304f\u308c\u308b\u306f\u305a\u3067\u3059\u3002<br><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u96e2\u6563\u4e8b\u8c61\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u30e9\u30a4\u30d6\u30e9\u30easimpy\u3092\u4f7f\u3048\u3070\u3001\u88fd\u9020\u30e9\u30a4\u30f3\u3084\u4ea4\u901a\u30b7\u30b9\u30c6\u30e0\u3001\u30b5\u30fc\u30d3\u30b9\u65bd\u8a2d\u306a\u3069\u3001\u69d8\u3005\u306a\u73fe\u5b9f\u4e16\u754c\u306e\u4e8b\u8c61\u3092Python\u3067\u30e2\u30c7\u30eb\u5316\u3057\u3001\u5206\u6790\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u672c\u8a18\u4e8b\u3067\u306f\u3001simpy\u306e\u57fa\u672c\u7684\u306a\u4f7f\u3044\u65b9\u304b\u3089\u5b9f\u8df5\u7684\u306a &#8230; 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