{"id":516,"date":"2024-11-11T02:43:55","date_gmt":"2024-11-10T17:43:55","guid":{"rendered":"https:\/\/is.doshisha.ac.jp\/misl\/?p=516"},"modified":"2024-11-12T02:46:07","modified_gmt":"2024-11-11T17:46:07","slug":"distributed-population-models-is-not-only-for-parallel-but-also-for-adapting-plural-environments","status":"publish","type":"post","link":"https:\/\/is.doshisha.ac.jp\/misl\/?p=516","title":{"rendered":"Distributed Population Models Is Not Only For Parallel But Also For Adapting Plural Environments"},"content":{"rendered":"<p>\u6211\u3005\u306e\u65b0\u3057\u3044<a href=\"https:\/\/www.techrxiv.org\/users\/848326\/articles\/1236391-distributed-population-models-is-not-only-for-parallel-but-also-for-adapting-plural-environments?commit=bc03648a6216e8ea5a8a31c2bbd3f8d110ea557a\" target=\"_blank\" rel=\"noopener\">\u8ad6\u6587<\/a>\u304c\u516c\u958b\u3055\u308c\u307e\u3057\u305f\u3002\u975e\u5e38\u306b\u53e4\u3044\u5185\u5bb9\u3067\u3059\u304c\u3001\u3088\u3046\u3084\u304f\u30aa\u30fc\u30d7\u30f3\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3057\u305f\u3002<\/p>\n<p>\u8ad6\u6587\u306e\u5185\u5bb9\u306e\u8981\u7d04\u3067\u3059\u3002<\/p>\n<ul>\n<li><strong>\u6982\u8981<\/strong>\n<ul>\n<li>\u907a\u4f1d\u7684\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\uff08GA\uff09\u306e\u4e26\u5217\u5316\u306f\u3001\u9ad8\u8a08\u7b97\u30b3\u30b9\u30c8\u306e\u554f\u984c\u306e\u6027\u80fd\u3092\u5411\u4e0a\u3055\u305b\u308b\u624b\u6cd5\u306e\u4e00\u3064\u3002<\/li>\n<li>\u5206\u6563\u907a\u4f1d\u7684\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\uff08DGA\uff09\u306f\u3001GA\u3092\u8907\u6570\u306e\u30b5\u30d6\u30dd\u30d4\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u306b\u5206\u3051\u3001\u7570\u306a\u308b\u74b0\u5883\u3067\u306e\u6700\u9069\u5316\u3092\u53ef\u80fd\u306b\u3057\u3001\u554f\u984c\u89e3\u6c7a\u306e\u67d4\u8edf\u6027\u3092\u9ad8\u3081\u308b\u3002<\/li>\n<li>DEGA\uff08Distributed Environment Genetic Algorithm\uff09\u3092\u63d0\u6848\u3057\u3001\u5404\u30b5\u30d6\u30dd\u30d4\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u306b\u7570\u306a\u308b\u8a2d\u5b9a\u3092\u9069\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u52b9\u7387\u7684\u306a\u6700\u9069\u5316\u304c\u53ef\u80fd\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>DEGA\u306e\u7279\u5fb4\u3068\u5b9f\u9a13<\/strong>\n<ul>\n<li>DEGA\u3067\u306f\u3001\u5404\u30b5\u30d6\u30dd\u30d4\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u306b\u7570\u306a\u308b\u907a\u4f1d\u7684\u30d1\u30e9\u30e1\u30fc\u30bf\uff08\u4ea4\u53c9\u7387\u3084\u7a81\u7136\u5909\u7570\u7387\uff09\u3092\u9069\u7528\u3057\u3001\u500b\u5225\u306e\u9032\u5316\u3092\u4fc3\u9032\u3002<\/li>\n<li>\u8907\u6570\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u6301\u3064\u95a2\u6570\uff08Rastrigin\u3001Schwefel\u3001Griewank\u3001Rosenbrock\u95a2\u6570\uff09\u3092\u7528\u3044\u3066DGA\u3068\u6bd4\u8f03\u3057\u3001DEGA\u304c\u3088\u308a\u826f\u3044\u63a2\u7d22\u80fd\u529b\u3092\u767a\u63ee\u3002<\/li>\n<li>\u30b3\u30fc\u30c9\u65b9\u6cd5\uff08\u30d0\u30a4\u30ca\u30ea\u30b3\u30fc\u30c9\u3068\u30b0\u30ec\u30a4\u30b3\u30fc\u30c9\uff09\u306e\u9055\u3044\u306b\u3088\u308b\u5b9f\u9a13\u3067\u3001\u591a\u69d8\u6027\u306e\u7dad\u6301\u306b\u3088\u308a\u3001DEGA\u304c\u512a\u308c\u305f\u63a2\u7d22\u80fd\u529b\u3092\u793a\u3059\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u7d50\u8ad6<\/strong>\n<ul>\n<li>DEGA\u306f\u3001GA\u306e\u8a2d\u5b9a\u304c\u7570\u306a\u308b\u554f\u984c\u306b\u5bfe\u3057\u3066\u512a\u308c\u305f\u67d4\u8edf\u6027\u3092\u6301\u3061\u3001\u591a\u69d8\u306a\u74b0\u5883\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u3067\u3001\u52b9\u7387\u7684\u306a\u89e3\u306e\u63a2\u7d22\u304c\u53ef\u80fd\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u6211\u3005\u306e\u65b0\u3057\u3044\u8ad6\u6587\u304c\u516c\u958b\u3055\u308c\u307e\u3057\u305f\u3002\u975e\u5e38\u306b\u53e4\u3044\u5185\u5bb9\u3067\u3059\u304c\u3001\u3088\u3046 &#8230;<\/p>\n","protected":false},"author":2,"featured_media":520,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[5],"tags":[],"class_list":["post-516","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-paper"],"_links":{"self":[{"href":"https:\/\/is.doshisha.ac.jp\/misl\/index.php?rest_route=\/wp\/v2\/posts\/516","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/is.doshisha.ac.jp\/misl\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/is.doshisha.ac.jp\/misl\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/is.doshisha.ac.jp\/misl\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/is.doshisha.ac.jp\/misl\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=516"}],"version-history":[{"count":3,"href":"https:\/\/is.doshisha.ac.jp\/misl\/index.php?rest_route=\/wp\/v2\/posts\/516\/revisions"}],"predecessor-version":[{"id":519,"href":"https:\/\/is.doshisha.ac.jp\/misl\/index.php?rest_route=\/wp\/v2\/posts\/516\/revisions\/519"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/is.doshisha.ac.jp\/misl\/index.php?rest_route=\/wp\/v2\/media\/520"}],"wp:attachment":[{"href":"https:\/\/is.doshisha.ac.jp\/misl\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=516"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/is.doshisha.ac.jp\/misl\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=516"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/is.doshisha.ac.jp\/misl\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=516"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}