{"id":122007,"date":"2024-03-24T04:43:34","date_gmt":"2024-03-23T19:43:34","guid":{"rendered":"https:\/\/www.silicloud.com\/ja\/blog\/python%e3%81%a7%e9%81%ba%e4%bc%9d%e7%9a%84%e3%82%a2%e3%83%ab%e3%82%b4%e3%83%aa%e3%82%ba%e3%83%a0%e3%81%ae%e3%82%b3%e3%83%bc%e3%83%89%e3%82%92%e5%ae%9f%e8%a3%85%e3%81%99%e3%82%8b%e6%96%b9%e6%b3%95\/"},"modified":"2024-03-26T17:55:31","modified_gmt":"2024-03-26T08:55:31","slug":"python%e3%81%a7%e9%81%ba%e4%bc%9d%e7%9a%84%e3%82%a2%e3%83%ab%e3%82%b4%e3%83%aa%e3%82%ba%e3%83%a0%e3%81%ae%e3%82%b3%e3%83%bc%e3%83%89%e3%82%92%e5%ae%9f%e8%a3%85%e3%81%99%e3%82%8b%e6%96%b9%e6%b3%95","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/ja\/blog\/python%e3%81%a7%e9%81%ba%e4%bc%9d%e7%9a%84%e3%82%a2%e3%83%ab%e3%82%b4%e3%83%aa%e3%82%ba%e3%83%a0%e3%81%ae%e3%82%b3%e3%83%bc%e3%83%89%e3%82%92%e5%ae%9f%e8%a3%85%e3%81%99%e3%82%8b%e6%96%b9%e6%b3%95\/","title":{"rendered":"Python\u3067\u907a\u4f1d\u7684\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u30b3\u30fc\u30c9\u3092\u5b9f\u88c5\u3059\u308b\u65b9\u6cd5"},"content":{"rendered":"<p>Python\u30b3\u30fc\u30c9\u3067\u907a\u4f1d\u7684\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u5b9f\u88c5\u3059\u308b\u306b\u306f\u3001\u6b21\u306e\u624b\u9806\u306b\u5f93\u3044\u307e\u3059\u3002<\/p>\n<ol>\n<li>\u554f\u984c\u306e\u5b9a\u7fa9\uff1a\u6700\u521d\u306b\u3001\u89e3\u6c7a\u3059\u3079\u304d\u30bf\u30b9\u30af\u304c\u4f55\u3067\u3042\u308b\u304b\u3092\u660e\u78ba\u306b\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u6700\u9069\u5316\u554f\u984c\u3001\u6700\u9069\u89e3\u306e\u63a2\u7d22\u306a\u3069\u3067\u3059\u3002<\/li>\n<li>\u521d\u671f\u96c6\u56e3\u306e\u521d\u671f\u5316\uff1a\u554f\u984c\u306e\u89e3\u6cd5\u306e\u5404\u500b\u4f53\u304c\u5b58\u5728\u3059\u308b\u521d\u671f\u96c6\u56e3\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002\u521d\u671f\u500b\u4f53\u306e\u4f5c\u6210\u306b\u306f\u4e71\u6570\u767a\u751f\u5668\u3084\u305d\u306e\u4ed6\u306e\u65b9\u6cd5\u3092\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002<\/li>\n<li>\u9069\u5408\u5ea6\u8a55\u4fa1: \u8ab2\u984c\u306e\u8981\u6c42\u306b\u5f93\u3063\u3066\u3001\u5404\u500b\u4f53\u306e\u89e3\u6c7a\u80fd\u529b\u3092\u8a55\u4fa1\u3059\u308b\u9069\u5408\u5ea6\u30b9\u30b3\u30a2\u3092\u7b97\u51fa\u3057\u307e\u3059\u3002<\/li>\n<li>\u9069\u5fdc\u5ea6\u30b9\u30b3\u30a2\u306b\u3057\u305f\u304c\u3063\u3066\u3001\u7e41\u6b96\u7528\u306e\u89aa\u3068\u3057\u3066\u4e00\u5b9a\u6570\u306e\u500b\u4f53\u3092\u30bb\u30ec\u30af\u30c8\u3057\u307e\u3059\u3002\u30bb\u30ec\u30af\u30b7\u30e7\u30f3\u65b9\u6cd5\u306f\u3001\u30eb\u30fc\u30ec\u30c3\u30c8\u6cd5\u3084\u30c8\u30fc\u30ca\u30e1\u30f3\u30c8\u6cd5\u306a\u3069\u3067\u3059\u3002<\/li>\n<li>\u4ea4\u53c9\uff1a\u5bf9\u9009\u51fa\u7684\u7236\u4ee3\u4e2a\u4f53\u8fdb\u884c\u4ea4\u53c9\u64cd\u4f5c\uff0c\u751f\u6210\u65b0\u7684\u4e2a\u4f53\u3002\u4ea4\u53c9\u64cd\u4f5c\u53ef\u4ee5\u662f\u5355\u70b9\u4ea4\u53c9\u3001\u591a\u70b9\u4ea4\u53c9\u7b49\u3002<\/li>\n<li>\u7a81\u7136\u5909\u7570\uff1a\u65b0\u305f\u306b\u751f\u307f\u51fa\u3055\u308c\u305f\u500b\u4f53\u306b\u7a81\u7136\u5909\u7570\u51e6\u7406\u3092\u65bd\u3057\u3001\u500b\u4f53\u7fa4\u306e\u591a\u69d8\u6027\u3092\u5897\u3084\u3059\u3002\u7a81\u7136\u5909\u7570\u51e6\u7406\u3068\u3057\u3066\u306f\u3001\u907a\u4f1d\u5b50\u5ea7\u53cd\u8ee2\u3001\u907a\u4f1d\u5b50\u5ea7\u7f6e\u63db\u306a\u3069\u304c\u6319\u3052\u3089\u308c\u308b\u3002<\/li>\n<li>\u65b0\u3057\u304f\u751f\u6210\u3055\u308c\u305f\u500b\u4f53\u3068\u5143\u306e\u500b\u4f53\u3092\u7f6e\u304d\u63db\u3048\u3066\u3001\u65b0\u3057\u3044\u500b\u4f53\u7fa4\u3092\u5f62\u6210\u3059\u308b\u3002<\/li>\n<li>\u7d42\u4e86\u6761\u4ef6\uff1a\u6700\u5927\u306e\u30a4\u30c6\u30ec\u30fc\u30b7\u30e7\u30f3\u56de\u6570\u3084\u6e80\u8db3\u306e\u3044\u304f\u89e3\u306a\u3069\u306e\u7d42\u4e86\u6761\u4ef6\u3092\u8a2d\u5b9a\u3059\u308b\u3002<\/li>\n<li>3\u304b\u30898\u306e\u624b\u9806\u3092\u7d42\u4e86\u6761\u4ef6\u304c\u6e80\u305f\u3055\u308c\u308b\u307e\u3067\u7e70\u308a\u8fd4\u3059\u3002<\/li>\n<\/ol>\n<p>\u4ee5\u4e0b\u3001\u7c21\u5358\u306a\u907a\u4f1d\u7684\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e Python \u30b3\u30fc\u30c9\u4f8b\u3092\u8a18\u8f09\u3057\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"hljs-keyword\">import<\/span> random\r\n<span class=\"hljs-comment\"># \u521d\u59cb\u5316\u79cd\u7fa4<\/span>\r\n<span class=\"hljs-keyword\">def<\/span> <span class=\"hljs-title function_\">init_population<\/span>(<span class=\"hljs-params\">population_size, chromosome_length<\/span>):\r\npopulation = []\r\n<span class=\"hljs-keyword\">for<\/span> i <span class=\"hljs-keyword\">in<\/span> <span class=\"hljs-built_in\">range<\/span>(population_size):\r\nindividual = [random.randint(<span class=\"hljs-number\">0<\/span>, <span class=\"hljs-number\">1<\/span>) <span class=\"hljs-keyword\">for<\/span> _ <span class=\"hljs-keyword\">in<\/span> <span class=\"hljs-built_in\">range<\/span>(chromosome_length)]\r\npopulation.append(individual)\r\n<span class=\"hljs-keyword\">return<\/span> population\r\n<span class=\"hljs-comment\"># \u8ba1\u7b97\u9002\u5e94\u5ea6\u8bc4\u5206<\/span>\r\n<span class=\"hljs-keyword\">def<\/span> <span class=\"hljs-title function_\">calculate_fitness<\/span>(<span class=\"hljs-params\">individual<\/span>):\r\n<span class=\"hljs-comment\"># \u6839\u636e\u95ee\u9898\u7684\u8981\u6c42\uff0c\u8ba1\u7b97\u4e2a\u4f53\u7684\u9002\u5e94\u5ea6\u8bc4\u5206<\/span>\r\nfitness = <span class=\"hljs-number\">0<\/span>\r\n<span class=\"hljs-comment\"># ...<\/span>\r\n<span class=\"hljs-keyword\">return<\/span> fitness\r\n<span class=\"hljs-comment\"># \u9009\u62e9<\/span>\r\n<span class=\"hljs-keyword\">def<\/span> <span class=\"hljs-title function_\">selection<\/span>(<span class=\"hljs-params\">population, fitness<\/span>):\r\n<span class=\"hljs-comment\"># \u6839\u636e\u9002\u5e94\u5ea6\u8bc4\u5206\u9009\u62e9\u7236\u4ee3\u4e2a\u4f53<\/span>\r\n<span class=\"hljs-comment\"># ...<\/span>\r\n<span class=\"hljs-comment\"># \u4ea4\u53c9<\/span>\r\n<span class=\"hljs-keyword\">def<\/span> <span class=\"hljs-title function_\">crossover<\/span>(<span class=\"hljs-params\">parent1, parent2<\/span>):\r\n<span class=\"hljs-comment\"># \u6839\u636e\u67d0\u79cd\u65b9\u5f0f\u8fdb\u884c\u4ea4\u53c9\u64cd\u4f5c\uff0c\u751f\u6210\u65b0\u7684\u4e2a\u4f53<\/span>\r\n<span class=\"hljs-comment\"># ...<\/span>\r\n<span class=\"hljs-comment\"># \u53d8\u5f02<\/span>\r\n<span class=\"hljs-keyword\">def<\/span> <span class=\"hljs-title function_\">mutation<\/span>(<span class=\"hljs-params\">individual<\/span>):\r\n<span class=\"hljs-comment\"># \u6839\u636e\u67d0\u79cd\u65b9\u5f0f\u8fdb\u884c\u53d8\u5f02\u64cd\u4f5c\uff0c\u589e\u52a0\u79cd\u7fa4\u7684\u591a\u6837\u6027<\/span>\r\n<span class=\"hljs-comment\"># ...<\/span>\r\n<span class=\"hljs-comment\"># \u66ff\u6362<\/span>\r\n<span class=\"hljs-keyword\">def<\/span> <span class=\"hljs-title function_\">replace<\/span>(<span class=\"hljs-params\">population, offspring<\/span>):\r\n<span class=\"hljs-comment\"># \u5c06\u65b0\u751f\u6210\u7684\u4e2a\u4f53\u66ff\u6362\u6389\u539f\u6709\u7684\u4e2a\u4f53<\/span>\r\n<span class=\"hljs-comment\"># ...<\/span>\r\n<span class=\"hljs-comment\"># \u4e3b\u7a0b\u5e8f<\/span>\r\n<span class=\"hljs-keyword\">def<\/span> <span class=\"hljs-title function_\">genetic_algorithm<\/span>(<span class=\"hljs-params\">population_size, chromosome_length, max_iter<\/span>):\r\npopulation = init_population(population_size, chromosome_length)\r\n<span class=\"hljs-keyword\">for<\/span> i <span class=\"hljs-keyword\">in<\/span> <span class=\"hljs-built_in\">range<\/span>(max_iter):\r\nfitness = [calculate_fitness(individual) <span class=\"hljs-keyword\">for<\/span> individual <span class=\"hljs-keyword\">in<\/span> population]\r\nparents = selection(population, fitness)\r\noffspring = []\r\n<span class=\"hljs-keyword\">for<\/span> j <span class=\"hljs-keyword\">in<\/span> <span class=\"hljs-built_in\">range<\/span>(<span class=\"hljs-built_in\">len<\/span>(parents)):\r\nparent1 = random.choice(parents)\r\nparent2 = random.choice(parents)\r\nchild = crossover(parent1, parent2)\r\nchild = mutation(child)\r\noffspring.append(child)\r\nreplace(population, offspring)\r\n<span class=\"hljs-comment\"># \u8fd4\u56de\u6700\u4f18\u89e3<\/span>\r\n<span class=\"hljs-keyword\">return<\/span> population[<span class=\"hljs-number\">0<\/span>]\r\n<span class=\"hljs-comment\"># \u8c03\u7528\u9057\u4f20\u7b97\u6cd5<\/span>\r\npopulation_size = <span class=\"hljs-number\">100<\/span>\r\nchromosome_length = <span class=\"hljs-number\">10<\/span>\r\nmax_iter = <span class=\"hljs-number\">100<\/span>\r\nbest_solution = genetic_algorithm(population_size, chromosome_length, max_iter)\r\n<span class=\"hljs-built_in\">print<\/span>(<span class=\"hljs-string\">\"Best solution:\"<\/span>, best_solution)\r\n<\/code><\/pre>\n<p>\u57fa\u672c\u7684\u306a\u907a\u4f1d\u7684\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u5b9f\u88c5\u67a0\u7d44\u307f\u3067\u3001\u5177\u4f53\u7684\u306a\u554f\u984c\u306b\u5fdc\u3058\u3066\u305d\u306e\u4e2d\u306e\u95a2\u6570\u306e\u5b9a\u7fa9\u3068\u5177\u4f53\u7684\u306a\u64cd\u4f5c\u3092\u884c\u3044\u307e\u3059\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Python\u30b3\u30fc\u30c9\u3067\u907a\u4f1d\u7684\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u5b9f\u88c5\u3059\u308b\u306b\u306f\u3001\u6b21\u306e\u624b\u9806\u306b\u5f93\u3044\u307e\u3059\u3002 \u554f\u984c\u306e\u5b9a\u7fa9\uff1a\u6700\u521d\u306b\u3001\u89e3\u6c7a\u3059\u3079\u304d\u30bf\u30b9\u30af\u304c\u4f55\u3067\u3042\u308b\u304b\u3092\u660e\u78ba\u306b\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u6700\u9069\u5316\u554f\u984c\u3001\u6700\u9069\u89e3\u306e\u63a2\u7d22\u306a\u3069\u3067\u3059\u3002 \u521d\u671f\u96c6\u56e3\u306e\u521d\u671f\u5316\uff1a\u554f\u984c\u306e [&hellip;]<\/p>\n","protected":false},"author":11,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-122007","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.5 (Yoast SEO v21.5) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Python\u3067\u907a\u4f1d\u7684\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u30b3\u30fc\u30c9\u3092\u5b9f\u88c5\u3059\u308b\u65b9\u6cd5 - Blog - Silicon Cloud<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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\u554f\u984c\u306e\u5b9a\u7fa9\uff1a\u6700\u521d\u306b\u3001\u89e3\u6c7a\u3059\u3079\u304d\u30bf\u30b9\u30af\u304c\u4f55\u3067\u3042\u308b\u304b\u3092\u660e\u78ba\u306b\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u6700\u9069\u5316\u554f\u984c\u3001\u6700\u9069\u89e3\u306e\u63a2\u7d22\u306a\u3069\u3067\u3059\u3002 \u521d\u671f\u96c6\u56e3\u306e\u521d\u671f\u5316\uff1a\u554f\u984c\u306e [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/ja\/blog\/python\u3067\u907a\u4f1d\u7684\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u30b3\u30fc\u30c9\u3092\u5b9f\u88c5\u3059\u308b\u65b9\u6cd5\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - Silicon Cloud\" \/>\n<meta property=\"article:published_time\" content=\"2024-03-23T19:43:34+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-03-26T08:55:31+00:00\" \/>\n<meta name=\"author\" content=\"\u512a\u6597, \u671d\u967d\" \/>\n<meta name=\"twitter:card\" 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