{"id":3808,"date":"2016-12-10T17:29:41","date_gmt":"2016-12-10T08:29:41","guid":{"rendered":"http:\/\/www.is.doshisha.ac.jp\/news\/?p=3808"},"modified":"2016-12-10T17:29:41","modified_gmt":"2016-12-10T08:29:41","slug":"%e9%80%b2%e5%8c%96%e8%a8%88%e7%ae%97%e3%82%b7%e3%83%b3%e3%83%9d%e3%82%b8%e3%82%a6%e3%83%a0-2016","status":"publish","type":"post","link":"https:\/\/is.doshisha.ac.jp\/news\/?p=3808","title":{"rendered":"\u9032\u5316\u8a08\u7b97\u30b7\u30f3\u30dd\u30b8\u30a6\u30e0 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\/>\n<a href=\"http:\/\/www.is.doshisha.ac.jp\/news\/wp-content\/uploads\/2016\/12\/PC101388.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"size-medium wp-image-3809\" src=\"http:\/\/www.is.doshisha.ac.jp\/news\/wp-content\/uploads\/2016\/12\/PC101388-300x169.jpg\" alt=\"OLYMPUS DIGITAL CAMERA\" width=\"300\" height=\"169\" \/>\u00a0<img loading=\"lazy\" decoding=\"async\" class=\"size-medium wp-image-3812\" src=\"http:\/\/www.is.doshisha.ac.jp\/news\/wp-content\/uploads\/2016\/12\/PC111516-300x169.jpg\" alt=\"OLYMPUS DIGITAL CAMERA\" width=\"300\" height=\"169\" \/><\/a><br \/>\n<a href=\"http:\/\/www.is.doshisha.ac.jp\/news\/wp-content\/uploads\/2016\/12\/PC111491.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-3811 size-medium\" src=\"http:\/\/www.is.doshisha.ac.jp\/news\/wp-content\/uploads\/2016\/12\/PC111491-e1481617553685-169x300.jpg\" alt=\"OLYMPUS DIGITAL CAMERA\" width=\"169\" height=\"300\" \/><\/a><br \/>\n&nbsp;<br \/>\n\u3010\u6587\u8cac\uff1aM1 \u539f\u7530\u3011<br \/>\n<!--more--><br \/>\n&nbsp;<br \/>\n<strong>\u5b66\u4f1a\u53c2\u52a0\u5831\u544a\u66f8<\/strong><\/p>\n<table>\n<tbody>\n<tr>\n<td width=\"147\"><strong>\u5831\u544a\u8005\u6c0f\u540d<\/strong><\/td>\n<td width=\"373\">\u539f\u7530\u572d<\/td>\n<\/tr>\n<tr>\n<td width=\"147\"><strong>\u767a\u8868\u8ad6\u6587\u30bf\u30a4\u30c8\u30eb<\/strong><\/td>\n<td width=\"373\">fNIRS \u306e\u30c1\u30e3\u30f3\u30cd\u30eb\u9078\u629e\u554f\u984c\u306b\u304a\u3051\u308bNSGA-II \u3068MOEA\/D\u306e\u63a2\u7d22\u6027\u80fd\u6bd4\u8f03<\/td>\n<\/tr>\n<tr>\n<td width=\"147\"><strong>\u767a\u8868\u8ad6\u6587\u82f1\u30bf\u30a4\u30c8\u30eb<\/strong><\/td>\n<td width=\"373\">Comparison Study of Search Performance of NSGA-II and MOEA\/D in fNIRS Channel Selection Problem<\/td>\n<\/tr>\n<tr>\n<td width=\"147\"><strong>\u8457\u8005<\/strong><\/td>\n<td width=\"373\">\u539f\u7530\u572d, \u65e5\u548c\u609f, \u5ee3\u5b89\u77e5\u4e4b<\/td>\n<\/tr>\n<tr>\n<td width=\"147\"><strong>\u4e3b\u50ac<\/strong><\/td>\n<td width=\"373\">\u9032\u5316\u8a08\u7b97\u5b66\u4f1a<\/td>\n<\/tr>\n<tr>\n<td width=\"147\"><strong>\u5b66\u4f1a\u540d<\/strong><\/td>\n<td width=\"373\">\u9032\u5316\u8a08\u7b97\u30b7\u30f3\u30dd\u30b8\u30a6\u30e02016<\/td>\n<\/tr>\n<tr>\n<td width=\"147\"><strong>\u4f1a\u5834<\/strong><\/td>\n<td width=\"373\">\u5343\u8449\u770c\u4e5d\u5341\u4e5d\u91cc\u3000\u4e00\u5bae\u30b7\u30fc\u30b5\u30a4\u30c9\u30aa\u30fc\u30c4\u30ab<\/td>\n<\/tr>\n<tr>\n<td width=\"147\"><strong>\u958b\u50ac\u65e5\u7a0b<\/strong><\/td>\n<td width=\"373\">2016\/12\/10-2016\/12\/11<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>&nbsp;<br \/>\n&nbsp;<\/p>\n<ol>\n<li>\u8b1b\u6f14\u4f1a\u306e\u8a73\u7d30<\/li>\n<\/ol>\n<p>2016\/12\/10\u304b\u30892016\/12\/11\u306b\u304b\u3051\u3066\u3001\u5343\u8449\u770c\u4e5d\u5341\u4e5d\u91cc\u306b\u3066\u958b\u50ac\u3055\u308c\u307e\u3057\u305f\u9032\u5316\u8a08\u7b97\u30b7\u30f3\u30dd\u30b8\u30a6\u30e02016\u306b\u53c2\u52a0\u3044\u305f\u3057\u307e\u3057\u305f\u3002\u9032\u5316\u8a08\u7b97\u30b7\u30f3\u30dd\u30b8\u30a6\u30e0\u306f\u3001\u9032\u5316\u8a08\u7b97\u5b66\u4f1a\u306b\u3088\u3063\u3066\u4e3b\u50ac\u3055\u308c\u305f\u56fd\u5185\u5b66\u4f1a\u3067\u3001\u9032\u5316\u8a08\u7b97\u5206\u91ce\u306e\u6d3b\u6027\u5316\u3092\u56f3\u308b\u305f\u3081\u306b\u8b70\u8ad6\u30fb\u30b7\u30e7\u30fc\u30c8\u30d7\u30ec\u30bc\u30f3\u30fb\u30dd\u30b9\u30bf\u30fc\u30bb\u30c3\u30b7\u30e7\u30f3\u3092\u884c\u3044\u3001\u4eca\u5f8c\u306e\u9032\u5316\u8a08\u7b97\u5206\u91ce\u306e\u5927\u304d\u306a\u767a\u5c55\u3092\u76ee\u7684\u306b\u958b\u50ac\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u307e\u305f\u3001\u3053\u306e\u5b66\u4f1a\u306f\u5408\u5bbf\u5f62\u5f0f\u3067\u884c\u308f\u308c\u3001\u591c\u4e2d\u307e\u3067\u69d8\u3005\u306a\u65b9\u3068\u8b70\u8ad6\u3059\u308b\u6a5f\u4f1a\u306b\u6075\u307e\u308c\u3066\u3044\u307e\u3059\u3002\u4eca\u56de\u306f\u300178\u4ef6\u306e\u30dd\u30b9\u30bf\u30fc\u767a\u8868\u304c\u3042\u308a\u3001\u4f8b\u5e74\u306b\u5897\u3057\u305f\u76db\u308a\u4e0a\u304c\u308a\u3092\u898b\u305b\u307e\u3057\u305f\u3002\u672c\u7814\u7a76\u5ba4\u304b\u3089\u306f\u5ee3\u5b89\u5148\u751f\u3001M1\u539f\u7530\u304c\u53c2\u52a0\u3057\u307e\u3057\u305f\uff0e<br \/>\n\u5ee3\u5b89\u5148\u751f\u3068\u79c1\u306f\u305d\u308c\u305e\u308c\u300111\u65e5\u306e9:00~10:40\u30672\u5206\u9593\u306e\u30d5\u30e9\u30c3\u30b7\u30e5\u30c8\u30fc\u30af\u53ca\u3073\u30dd\u30b9\u30bf\u30fc\u306b\u3088\u308b\u7814\u7a76\u767a\u8868\u3092\u884c\u3044\u307e\u3057\u305f\uff0e\u8133\u6a5f\u80fd\u3092\u9032\u5316\u8a08\u7b97\u3067\u89e3\u660e\u3059\u308b\u7814\u7a76\u767a\u8868\u3092\u3057\u305f\u5ee3\u5b89\u5148\u751f\u3001\u539f\u7530\u306e\u30dd\u30b9\u30bf\u30fc\u306b\u306f\u3001\u591a\u304f\u306e\u65b9\u306b\u8db3\u3092\u904b\u3093\u3067\u9802\u304d\u3001\u69d8\u3005\u306a\u8b70\u8ad6\u3092\u4ea4\u308f\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3057\u305f\u3002<br \/>\n\u307e\u305f\u3001\u9032\u5316\u8a08\u7b97\u30b7\u30f3\u30dd\u30b8\u30a6\u30e0\u306e\u9589\u4f1a\u5f0f\u3067\u306f\u3001\u524d\u3005\u4f1a\u9577\u3092\u52d9\u3081\u305f\u5ee3\u5b89\u5148\u751f\u306b\u3088\u308b\u9589\u4f1a\u306e\u8f9e\u3092\u8ff0\u3079\u3089\u308c\u307e\u3057\u305f\u3002<br \/>\n\u9032\u5316\u8a08\u7b97\u5b66\u4f1a\u30db\u30fc\u30e0\u30da\u30fc\u30b8 <a href=\"http:\/\/www.jpnsec.org\/symposium201603.html\">http:\/\/www.jpnsec.org\/symposium201603.html<\/a><\/p>\n<ol start=\"2\">\n<li>\u7814\u7a76\u767a\u8868\n<ul>\n<li>\u767a\u8868\u6982\u8981<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<p>\u79c1\u306f\u300111\u65e5\u306e9:00~10:40\u306b\u304b\u3051\u3066\u306e\u30dd\u30b9\u30bf\u30fc\u767a\u8868\u306b\u53c2\u52a0\u81f4\u3057\u307e\u3057\u305f\u3002\u767a\u8868\u5f62\u5f0f\u306f1\u4eba2\u5206\u306e\u30d5\u30e9\u30c3\u30b7\u30e5\u30c8\u30fc\u30af\u30681\u6642\u9593\u306e\u30dd\u30b9\u30bf\u30fc\u767a\u8868\u5f62\u5f0f\u3067\u884c\u308f\u308c\u307e\u3057\u305f\u3002<br \/>\n\u4eca\u56de\u306e\u5b66\u4f1a\u767a\u8868\u3067\u306f\u3001\u8133\u6a5f\u80fd\u306e\u89e3\u660e\u306b\u304a\u3044\u3066\u8133\u72b6\u614b\u306e\u8b58\u5225\u7387\u3068\u8133\u90e8\u4f4d\u6570\u306b\u30c8\u30ec\u30fc\u30c9\u30aa\u30d5\u95a2\u4fc2\u3092\u60f3\u5b9a\u3057\u3001\u591a\u76ee\u7684\u6700\u9069\u5316\u554f\u984c\u3068\u3057\u3066\u5b9a\u7fa9\u3057\u3001\u305d\u308c\u3092NSGA-II\u3068MOEA\/D\u306b\u3088\u308b\u89e3\u6cd5\u3092\u884c\u3044\u307e\u3057\u305f\u3002\u305d\u306e\u7d50\u679c\u3001\u660e\u3089\u304b\u306b\u63a2\u7d22\u304c\u884c\u308f\u308c\u306a\u3044\u7a7a\u9593\u304c\u5b58\u5728\u3057\u3001MOEA\/D\u306e\u3088\u308b\u91cd\u307f\u30d9\u30af\u30c8\u30eb\u306e\u9077\u79fb\u3092\u78ba\u8a8d\u3059\u308b\u3053\u3068\u3067\u5b9f\u554f\u984c\u3067\u306e\u56f0\u96e3\u6027\u304c\u793a\u5506\u3055\u308c\u307e\u3057\u305f\u30021\u6642\u9593\u3068\u3044\u3046\u767a\u8868\u306e\u4e2d\u3067\u3001\u5148\u751f\u65b9\u3084\u4ed6\u5927\u5b66\u306e\u5b66\u751f\u306b\u8cb4\u91cd\u306a\u610f\u898b\u3092\u9802\u304d\u307e\u3057\u305f\uff0e\u4ee5\u4e0b\u306b\u6284\u9332\u3092\u8a18\u8f09\u81f4\u3057\u307e\u3059\uff0e<\/p>\n<table>\n<tbody>\n<tr>\n<td width=\"529\">functional Magnetic Resonance Imaging\uff08fMRI\uff09\u88c5\u7f6e\u3084functional Near Infrared Spectroscopy\uff08fNIRS\uff09\u88c5\u7f6e\u3092\u306f\u3058\u3081\u3068\u3059\u308b\u8133\u6a5f\u80fd\u30a4\u30e1\u30fc\u30b8\u30f3\u30b0\u88c5\u7f6e\u3092\u7528\u3044\u3066\uff0c\u8133\u6a5f\u80fd\u306e\u89e3\u660e\u3092\u76ee\u6307\u3059\u7814\u7a76\u304c\u76db\u3093\u306b\u884c\u308f\u308c\u3066\u3044\u308b\uff0efNIRS\u88c5\u7f6e\u306f\uff0c\u8fd1\u8d64\u5916\u5149\u3092\u7528\u3044\u3066\u30d2\u30c8\u306e\u8133\u795e\u7d4c\u6d3b\u52d5\u6642\u306b\u8d77\u304d\u308b\u8133\u306e\u8840\u6d41\u91cf\u5909\u5316\u3092\u591a\u30c1\u30e3\u30f3\u30cd\u30eb\u306b\u5206\u3051\u3066\u8a08\u6e2c\u3057\u3066\u3044\u308b\uff0e\u8133\u306e\u8840\u6d41\u91cf\u5909\u5316\u306e\u8a08\u6e2c\u306f\uff0c\u982d\u90e8\u8868\u5c64\u306e\u795e\u7d4c\u7d30\u80de\u306e\u6d3b\u52d5\u3092\u63a8\u5b9a\u3057\uff0c\u30d2\u30c8\u304c\u601d\u8003\u30fb\u884c\u52d5\u3059\u308b\u6642\u306b\u91cd\u8981\u3068\u306a\u308b\u8133\u90e8\u4f4d\u3092\u691c\u8a0e\u3067\u304d\u308b\uff0e\u8133\u306f\uff0c\u6a5f\u80fd\u5c40\u5728\u6027\u306e\u305f\u3081\u306b\u8133\u9818\u57df\u306b\u3088\u3063\u3066\u62c5\u3046\u6a5f\u80fd\u304c\u5206\u5316\u3057\u3066\u3044\u308b\uff0e\u305d\u3057\u3066\uff0c\u305d\u308c\u3089\u8907\u6570\u306e\u8133\u90e8\u4f4d\u304c\u5354\u8abf\u3059\u308b\u3053\u3068\u3067\u601d\u8003\u3084\u884c\u52d5\u3092\u884c\u3063\u3066\u304a\u308a\uff0c\u8133\u90e8\u4f4d\u9593\u306e\u3064\u306a\u304c\u308a\u3092\u691c\u8a0e\u3059\u308b\u3053\u3068\u306f\u91cd\u8981\u306b\u306a\u308b\uff0e\u3059\u3067\u306b\u6211\u3005\u306f\uff0cfNIRS\u30c7\u30fc\u30bf\u306b\u5bfe\u3057\u3066\u7d44\u307f\u5408\u308f\u305b\u6700\u9069\u5316\u624b\u6cd5\u3067\u3042\u308bGenetic Algorithm\uff08GA\uff09\u3068\u6a5f\u68b0\u5b66\u7fd2\u306e\u30d1\u30bf\u30fc\u30f3\u5206\u985e\u624b\u6cd5\u3092\u7528\u3044\u308b\u3053\u3068\u306b\u3088\u3063\u3066\u91cd\u8981\u3068\u306a\u308b\u8133\u90e8\u4f4d\u3092\u62bd\u51fa\u3059\u308b\u7814\u7a76\u3092\u884c\u3063\u3066\u3044\u308b\uff0e\u3057\u304b\u3057\uff0cfNIRS\u306e\u30c1\u30e3\u30f3\u30cd\u30eb\u9078\u629e\u554f\u984c\u3092\u8133\u72b6\u614b\u306e\u30d1\u30bf\u30fc\u30f3\u5206\u985e\u306b\u3088\u308b\u8b58\u5225\u7387\u6700\u5927\u5316\u3092\u76ee\u7684\u95a2\u6570\u3068\u3057\u305f\u5358\u76ee\u7684\u6700\u9069\u5316\u554f\u984c\u3068\u3057\u3066\u6349\u3048\u3066\u304a\u308a\uff0c\u9ad8\u3044\u8b58\u5225\u7387\u3092\u6c42\u3081\u308b\u305f\u3081\u306b\u591a\u6570\u306e\u8133\u90e8\u4f4d\u304c\u9078\u629e\u3055\u308c\u305f\u305f\u3081\u8133\u6a5f\u80fd\u306e\u89e3\u660e\u304c\u56f0\u96e3\u3067\u3042\u3063\u305f\uff0e\u6211\u3005\u306f\uff0c\u30d2\u30c8\u304c\u601d\u8003\u30fb\u884c\u52d5\u3059\u308b\u6642\u306b\u5927\u304d\u304f\u5bc4\u4e0e\u3059\u308b\u8133\u90e8\u4f4d\u306e\u7d44\u307f\u5408\u308f\u305b\u3092\u767a\u898b\u3059\u308b\u3053\u3068\u3067\u3001\u8133\u6a5f\u80fd\u306e\u89e3\u660e\u3092\u8a66\u307f\u3066\u3044\u308b\uff0e\u30d2\u30c8\u304c\u601d\u8003\u30fb\u884c\u52d5\u3092\u3059\u308b\u969b\uff0c\u8133\u5185\u3067\u306f\u81a8\u5927\u306a\u6570\u306e\u8133\u90e8\u4f4d\u304c\u5354\u8abf\u3057\u3066\u60c5\u5831\u51e6\u7406\u3092\u884c\u3063\u3066\u304a\u308a\uff0c\u3069\u306e\u8133\u90e8\u4f4d\u304c\u6b20\u3051\u3066\u3082\u6b63\u5e38\u306b\u6a5f\u80fd\u3057\u306a\u3044\uff0e\u3064\u307e\u308a\uff0c\u8133\u6a5f\u80fd\u306e\u89e3\u660e\u3092\u884c\u3046\u305f\u3081\uff0c\u5c11\u6570\u306e\u8133\u90e8\u4f4d\u306b\u7126\u70b9\u3092\u7d5e\u308b\u3068\uff0c\u305d\u308c\u3089\u306e\u8133\u90e8\u4f4d\u3060\u3051\u3067\u8133\u5168\u4f53\u3092\u8aac\u660e\u3059\u308b\u3053\u3068\u306f\u56f0\u96e3\u3067\u3042\u308b\u3068\u8003\u3048\u3089\u308c\u308b\uff0e\u3053\u3053\u3067\uff0c\u601d\u8003\u30fb\u884c\u52d5\u306b\u5bfe\u3059\u308b\u8133\u90e8\u4f4d\u306e\u5bc4\u4e0e\u3068\u305d\u306e\u8133\u90e8\u4f4d\u6570\u306b\u30c8\u30ec\u30fc\u30c9\u30aa\u30d5\u95a2\u4fc2\u304c\u3042\u308b\u3068\u8003\u3048\u3089\u308c\u308b\uff0e\u305d\u3053\u3067\u672c\u7a3f\u3067\u306f\uff0cfNIRS\u30c7\u30fc\u30bf\u306b\u304a\u3051\u308b\u91cd\u8981\u306a\u30c1\u30e3\u30f3\u30cd\u30eb\u9078\u629e\u3092\u591a\u76ee\u7684\u6700\u9069\u5316\u554f\u984c\u3068\u3057\u3066\u6349\u3048\u308b\uff0e\u3053\u308c\u306b\u3088\u308a\uff0c\u81a8\u5927\u306a\u8133\u90e8\u4f4d\u306e\u7d44\u307f\u5408\u308f\u305b\u306e\u4e2d\u304b\u3089\uff0c\u3069\u306e\u8133\u90e8\u4f4d\u304c\u601d\u8003\u30fb\u884c\u52d5\u306b\u5927\u304d\u304f\u5bc4\u4e0e\u3057\u3066\u3044\u308b\u304b\u3092\u5ba2\u89b3\u7684\u306b\u5224\u65ad\u3067\u304d\uff0c\u8133\u6a5f\u80fd\u306e\u89e3\u660e\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308b\uff0e\u30c8\u30ec\u30fc\u30c9\u30aa\u30d5\u95a2\u4fc2\u3092\u8003\u616e\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u591a\u76ee\u7684\u6700\u9069\u5316\u624b\u6cd5\u306b\u306f\uff0c\u9ad8\u901f\u975e\u512a\u8d8a\u30bd\u30fc\u30c8\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u6301\u3064Non-dominated Sorting Genetic Algorithm-II\uff08NSGA-II\uff09\u3068\u30b9\u30ab\u30e9\u30fc\u95a2\u6570\u306b\u57fa\u3065\u3044\u3066\u5206\u5272\u3055\u308c\u305f\u8907\u6570\u306e\u5358\u76ee\u7684\u6700\u9069\u5316\u554f\u984c\u306e\u6700\u9069\u5316\u3092\u884c\u3046Multiobjective Evolutionary Algorithm Basedon Decomposition(MOEA\/D)\u3092\u7528\u3044\u308b\uff0e\u672c\u7a3f\u3067\u306ffNIRS\u30c7\u30fc\u30bf\u306b\u304a\u3051\u308b\u591a\u76ee\u7684\u6700\u9069\u5316\u554f\u984c\u306b\u5bfe\u3057\u3066\uff0c\u4e8c\u7a2e\u985e\u306e\u591a\u76ee\u7684\u6700\u9069\u5316\u624b\u6cd5\u306b\u3088\u308a\u91cd\u8981\u306a\u30c1\u30e3\u30f3\u30cd\u30eb\u7d44\u307f\u5408\u308f\u305b\u3092\u63a2\u7d22\u3057\u305f\uff0e<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>&nbsp;<\/p>\n<ul>\n<li>\u8cea\u7591\u5fdc\u7b54<\/li>\n<\/ul>\n<p>\u4eca\u56de\u306e\u8b1b\u6f14\u767a\u8868\u3067\u306f\uff0c\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u8cea\u7591\u3092\u53d7\u3051\u307e\u3057\u305f\uff0e<br \/>\n<strong>\u30fb\u8cea\u554f\u5185\u5bb9<\/strong><strong>1<\/strong><br \/>\n\u8133\u72b6\u614b\u306e\u8b58\u5225\u7387\u6700\u5927\u5316\u3001\u9078\u629eCH\u6570\u306e\u6700\u5c0f\u5316\u3068\u3044\u30462\u76ee\u7684\u95a2\u6570\u306b\u3064\u3044\u3066\u8003\u616e\u3057\u305f\u3068\u304d\u3001CH\u6570\u304c\u5c11\u306a\u304f\u8b58\u5225\u7387\u304c\u4f4e\u3044\u89e3\u304c\u63a2\u7d22\u3055\u308c\u3084\u3059\u3044\u69cb\u9020\u3067\u306f\u306a\u3044\u304b\u3068\u8cea\u554f\u3092\u53d7\u3051\u307e\u3057\u305f\u3002\u305d\u306e\u305f\u3081\u3001\u4e00\u5ea6\u91cd\u307f\u30d9\u30af\u30c8\u30eb\u306b\u3088\u308b\u504f\u3063\u305f\u63a2\u7d22\u304c\u884c\u308f\u308c\u3066\u304b\u3089\u3001\u8b58\u5225\u7387\u306e\u6700\u5927\u5316\u3078\u5411\u304b\u3046\u305f\u3081\u3001\u4eca\u56de\u306e\u7d50\u679c\u306e\u3088\u3046\u306a\u504f\u3063\u305f\u91cd\u307f\u30d9\u30af\u30c8\u30eb\u306e\u63a2\u7d22\u304c\u3055\u308c\u3066\u3044\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u3068\u6307\u6458\u3055\u308c\u307e\u3057\u305f\u3002\u3053\u306e\u8cea\u554f\u306b\u5bfe\u3057\u3066\u3001\u79c1\u304c\u4eca\u5f8c\u91cd\u307f\u30d9\u30af\u30c8\u30eb\u3092\u758e\u306a\u65b9\u5411\u3078\u5411\u3051\u3066\u63a2\u7d22\u3059\u308b\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u958b\u767a\u3059\u308b\u4e88\u5b9a\u3067\u3042\u308b\u3068\u4f1d\u3048\u307e\u3057\u305f\u3002\u3059\u308b\u3068\u3001\u305d\u308c\u3088\u308a\u304b\u306f\u9078\u629eCH\u3054\u3068\u306b\u6c34\u5e73\u306b\u91cd\u307f\u30d9\u30af\u30c8\u30eb\u3092\u7f6e\u3044\u3066\u63a2\u7d22\u3059\u308b\u307b\u3046\u304c\u78ba\u5b9f\u3067\u3042\u308b\u3068\u52a9\u8a00\u3055\u308c\u307e\u3057\u305f\u3002<br \/>\n&nbsp;<br \/>\n<strong>\u30fb\u8cea\u554f\u5185\u5bb9<\/strong><strong>2<\/strong><br \/>\n\u7d50\u679c\u306e\u90e8\u5206\u3067\u3001\u63a2\u7d22\u30d1\u30ec\u30fc\u30c8\u304c\u504f\u308b\u306e\u306f\u30012\u76ee\u7684\u95a2\u6570\u3067\u3042\u308b\u8133\u72b6\u614b\u306e\u8b58\u5225\u7387\u3068\u9078\u629eCH\u6570\u306e\u6700\u5c0f\u5316\u304c\u5168\u304f\u5225\u6b21\u5143\u3067\u3042\u308b\u304b\u3089\u5f53\u7136\u3067\u306f\u306a\u3044\u306e\u304b\u3001\u3068\u3044\u3046\u8cea\u554f\u3092\u53d7\u3051\u307e\u3057\u305f\u3002\u6bd4\u8f03\u5bfe\u8c61\u306b\u3057\u3066\u3044\u305f\u30ca\u30c3\u30d7\u30b5\u30c3\u30af\u554f\u984c\u3067\u306f\u30012\u3064\u306e\u76ee\u7684\u95a2\u6570\u304c\u3069\u3061\u3089\u3082\u30ca\u30c3\u30d7\u30b5\u30c3\u30af\u3067\u3042\u308b\u305f\u3081\u3001\u305d\u3057\u3066\u5206\u89e3\u80fd\u304c\u540c\u3058\u3067\u3042\u308b\u305f\u3081\u3001\u304d\u308c\u3044\u306a\u30d1\u30ec\u30fc\u30c8\u30d5\u30ed\u30f3\u30c8\u304c\u5b58\u5728\u3059\u308b\u306f\u305a\u3068\u3044\u308f\u308c\u307e\u3057\u305f\u3002\u305d\u308c\u3092\u53d7\u3051\u3066\u3001\u79c1\u306ffNIRS\u306e\u30c1\u30e3\u30f3\u30cd\u30eb\u9078\u629e\u554f\u984c\u306b\u304a\u3044\u3066\u758e\u306e\u76ee\u7684\u95a2\u6570\u7a7a\u9593\u3092\u63a2\u7d22\u3057\u3001\u771f\u306e\u30d1\u30ec\u30fc\u30c8\u30d5\u30ed\u30f3\u30c8\u306e\u78ba\u8a8d\u3092\u3059\u3079\u304d\u3060\u3068\u6c17\u3065\u304d\u3001\u305d\u306e\u3088\u3046\u306b\u56de\u7b54\u3057\u307e\u3057\u305f\u3002<br \/>\n&nbsp;<\/p>\n<ul>\n<li>\u611f\u60f3<\/li>\n<\/ul>\n<p>\u6628\u5e74\u306b\u5f15\u304d\u7d9a\u304d2\u5ea6\u76ee\u306e\u9032\u5316\u8a08\u7b97\u30b7\u30f3\u30dd\u30b8\u30a6\u30e0\u306e\u53c2\u52a0\u3068\u306a\u308a\u307e\u3057\u305f\u3002\u4eca\u56de\u306f\u3001\u81ea\u8eab\u306e\u7814\u7a76\u30922\u5e74\u9593\u884c\u3044\u3001\u307e\u305f\u69d8\u3005\u306a\u9032\u5316\u8a08\u7b97\u306e\u77e5\u8b58\u3092\u84c4\u3048\u3066\u81e8\u3093\u3060\u3053\u3068\u3082\u3042\u308a\u3001\u81ea\u5206\u306b\u3068\u3063\u3066\u5b9f\u308a\u306e\u5927\u304d\u3044\u5b66\u4f1a\u3068\u306a\u308a\u307e\u3057\u305f\u3002\u3057\u304b\u3057\u3001\u4ed6\u306e\u5b66\u751f\u3084\u6559\u54e1\u306e\u65b9\u3005\u306e\u77e5\u8b58\u306f\u3001\u79c1\u306e\u77e5\u8b58\u3092\u306f\u308b\u304b\u306b\u4e0a\u56de\u3063\u3066\u304a\u308a\u3001\u3055\u3089\u306a\u308b\u7814\u7a76\u306b\u5bfe\u3059\u308b\u52aa\u529b\u306e\u5fc5\u8981\u304c\u3042\u308b\u3053\u3068\u3092\u5b9f\u611f\u3057\u307e\u3057\u305f\u3002\u672c\u5b66\u4f1a\u3067\u306f\u3001\u7a4d\u6975\u7684\u306b\u81ea\u8eab\u306e\u7814\u7a76\u3068\u306f\u7570\u306a\u308b\u9032\u5316\u8a08\u7b97\u306e\u5229\u7528\u65b9\u6cd5\u3092\u884c\u3063\u3066\u3044\u308b\u5b66\u751f\u306e\u30dd\u30b9\u30bf\u30fc\u306b\u3082\u8db3\u3092\u904b\u3073\u3001\u305d\u3057\u3066\u8b70\u8ad6\u3092\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3057\u305f\u3002\u6642\u306b\u306f\u5148\u751f\u65b9\u304b\u3089\u7814\u7a76\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u3066\u3082\u3089\u3044\u307e\u3057\u305f\u3002\u305d\u3057\u3066\u3001\u5b66\u4f1a\u306e\u918d\u9190\u5473\u3067\u3042\u308b\u591c\u306e\u5bb4\u4f1a\u3067\u306f\u3001\u591a\u304f\u306e\u5b66\u751f\u3068\u7814\u7a76\u3084\u4eca\u5f8c\u306b\u3064\u3044\u3066\u8a9e\u308a\u5408\u3046\u3053\u3068\u304c\u3067\u304d\u3001\u697d\u3057\u3044\u3072\u3068\u6642\u3092\u904e\u3054\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3057\u305f\u3002\u307e\u305f\u3001\u6765\u5e74\u4e00\u6bb5\u3068\u6210\u9577\u3057\u305f\u59ff\u3067\u5148\u751f\u65b9\u3084\u751f\u5f92\u306b\u4f1a\u3048\u308b\u3088\u3046\u3001\u7cbe\u4e00\u676f\u9811\u5f35\u3063\u3066\u53c2\u308a\u307e\u3059\u3002<\/p>\n<ol start=\"3\">\n<li>\u8074\u8b1b<\/li>\n<\/ol>\n<p>\u4eca\u56de\u306e\u5b66\u4f1a\u3067\u306f\uff0c\u4e0b\u8a18\u306e2\u4ef6\u306e\u767a\u8868\u3092\u8074\u8b1b\u3057\u307e\u3057\u305f\uff0e<\/p>\n<table>\n<tbody>\n<tr>\n<td width=\"529\">\u767a\u8868\u30bf\u30a4\u30c8\u30eb\uff1a\u5c40\u6240\u500b\u4f53\u7fa4\u306efitness \u306b\u57fa\u3065\u304ffitness \u666f\u89b3\u306e\u52fe\u914d\u63a8\u5b9a\u3092\u5c0e\u5165\u3057\u305f\u82b1\u706b\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u8457\u8005\u00a0\u00a0\u00a0 \uff1a \u4f59\u4fca, \u9ad8\u6728\u82f1\u884c<br \/>\n\u30bb\u30c3\u30b7\u30e7\u30f3\u540d\uff1a \u30dd\u30b9\u30bf\u30fc\u30bb\u30c3\u30b7\u30e7\u30f3\uff11<br \/>\n\u6982\u8981: \u7fa4\u77e5\u80fd\u30fb\u9032\u5316\u8a08\u7b97\u306f\uff0c\u500b\u4f53\u30d9\u30fc\u30b9\u306e\u6700\u9069\u5316\u63a2\u7d22\u624b\u6cd5\u3067\uff0c\u5358\u7d14\uff0c\u30ed\u30d0\u30b9\u30c8\uff0c\u4e26\u5217\u51e6\u7406\uff0c\u51e6\u7406\u80fd\u529b\u306a\u3069\u306e\u7279\u9577\u304b\u3089\u95a2\u5fc3\u3068\u5fdc\u7528\u304c\u62e1\u304c\u3063\u3066\u3044\u308b\uff0e\u7fa4\u77e5\u80fd\u306f\u751f\u7269\u9032\u5316\u306b\u7531\u6765\u3059\u308b\u6f14\u7b97\u306b\u62d8\u308b\u3053\u3068\u306a\u304f\uff0c\u8907\u96d1\u306a\u500b\u4f53\u7fa4\u306e\u632f\u308b\u821e\u3044\u3092\u5358\u7d14\u306a\u500b\u4f53\u9593\u306e\u76f8\u4e92\u5354\u529b\u3067\u8868\u73fe\u3059\u308b\u3088\u3046\u6a21\u64ec\u3059\u308b\u3082\u306e\u3067\u3042\u308a\uff0cparticle swarm optimization 1) \uff0cartificial bee colony ant colony optimization 2) \u306a\u3069\u591a\u304f\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u304c\u5e83\u304f\u4f7f\u308f\u308c\u3066\u3044\u308b\uff0e<br \/>\n2010\u5e74\u306b\u63d0\u6848\u3055\u308c\u305f\u82b1\u706b\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0(Fireworks Algorithm: FA) 3) \u3082\u305d\u306e\u3046\u3061\u306e\u4e00\u3064\u3067\u3042\u308b\uff0e\u82b1\u706b\u304c\u591c\u7a7a\u306b\u6253\u3061\u4e0a\u3052\u3089\u308c\u308b\u3068\u70b8\u88c2\u70b9\u306e\u5468\u308a\u306b\u30b9\u30d1\u30fc\u30af\u304c\u98db\u3073\u6563\u308b\uff0e\u82b1\u706b\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\uff0c\u3053\u306e\u5927\u5c0f\u306e\u8907\u6570\u306e\u82b1\u706b\u304c\u591c\u7a7a\u306b\u5e83\u304c\u308b\u69d8\u5b50\u3092\uff0c\u591c\u7a7a\uff08\u63a2\u7d22\u7a7a\u9593\uff09\u306b\u8907\u6570\u306e\u82b1\u706b\u70b8\u88c2\u70b9\uff08\u63a2\u7d22\u70b9\uff09\u304c\u3042\u308a\uff0c\u5404\u70b8\u88c2\u70b9\u306e\u5468\u308a\u306b\u30b9\u30d1\u30fc\u30af\uff08\u5c40\u6240\u63a2\u7d22\u70b9\uff09\u3092\u6563\u3089\u3057\u306a\u304c\u3089\u5f90\u3005\u306b\u5927\u5c40\u7684\u6700\u9069\u89e3\u306b\u96c6\u4e2d\u3057\u3066\u3044\u304f\uff0c\u3068\u6a21\u64ec\u3057\u305f\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3067\u3042\u308b3) \uff0e\u6700\u8fd1\u306f\u69d8\u3005\u306a\u6539\u826f\u578b\u82b1\u706b\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u304c\u63d0\u6848\u3055\u308c\u3066\u3044\u308b\uff0e\u4f8b\u3048\u3070\uff0cEnhanced Fireworks Algorithm (EFA) 4) \u306f\u30aa\u30ea\u30b8\u30ca\u30eb\u306e\u82b1\u706b\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u6f14\u7b97\u3092\u6539\u826f\u3057\u6027\u80fd\u5411\u4e0a\u3092\u56f3\u3063\u305f\u3082\u306e\u3067\u3042\u308a\uff0cTwo-stage Explosions Fireworks Algorithm (TsEFA) 7) \u306f\u5e83\u57df\u63a2\u7d22\u3068\u5c40\u6240\u63a2\u7d22\u306e\u30d0\u30e9\u30f3\u30b9\u3092\u5f37\u8abf\u3057\u305f\u6539\u826f\u3067\u3042\u308b\uff0e<br \/>\n\u3057\u304b\u3057\uff0c\u3053\u308c\u3089\u306e\u6539\u826f\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3082\u542b\u3081\u3066\u3053\u308c\u307e\u3067\u306e\u82b1\u706b\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\uff0c\u751f\u6210\u3055\u308c\u305f\u591a\u304f\u306e\u82b1\u706b\u306e\u30b9\u30d1\u30fc\u30af\uff08\u63a2\u7d22\u70b9\uff09\u5229\u7528\u306b\u7126\u70b9\u3092\u5f53\u3066\u3066\u304a\u3089\u305a\uff0c\u6b21\u4e16\u4ee3\u63a2\u7d22\u70b9\u6c7a\u5b9a\u4ee5\u964d\u306f\u3082\u3046\u4f7f\u308f\u308c\u306a\u3044\uff0e\u672c\u8ad6\u6587\u3067\u306f\uff0c\u82b1\u706b\u306e\u70b8\u88c2\u70b9fitness\u3068\u30b9\u30d1\u30fc\u30affitness\u306e\u5dee\u3092\u8003\u616e\u3057\u305f\uff0c\u5c40\u6240\u5408\u6210\u30b9\u30d1\u30fc\u30af\u306e\u6982\u5ff5\u3092\u5c0e\u5165\u3059\u308b\uff0e\u3055\u3089\u306b\uff0c\u30aa\u30ea\u30b8\u30ca\u30eb\u306e\u82b1\u706b\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3067\u4f7f\u308f\u308c\u3066\u3044\u308b\u8ddd\u96e2\u30d9\u30fc\u30b9\u306e\u9078\u629e\u3067\u306f\u306a\u304f\uff0c\u500b\u4f53\u7fa4\u306e\u591a\u69d8\u6027\u7dad\u6301\u306e\u305f\u3081\u306b\u5c40\u6240\u6700\u9069\u9078\u629e\u6226\u7565\u3092\u63a1\u7528\u3059\u308b\uff0e<br \/>\n\u4ee5\u964d\u3067\u306f\uff0c\u7b2c2\u7bc0\u3067\u82b1\u706b\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3082\u67a0\u7d44\u307f\u3092\u6982\u89b3\u3057\uff0c\u7b2c3\u7bc0\u3067\u63d0\u6848\u6cd5\u3092\u8ff0\u3079\u308b\uff0e\u7b2c4\u7bc0\u3067\u306f\uff0c3\u7a2e\u985e\u306e\u6b21\u5143\u6570\u00d720\u500b\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u95a2\u6570\u3067\u63d0\u6848\u624b\u6cd5\u3092\u8a55\u4fa1\u3057\u3066\u30aa\u30ea\u30b8\u30ca\u30eb\u306e\u82b1\u706b\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3068\u6bd4\u8f03\u3059\u308b\uff0e\u6700\u5f8c\u306b\u7b2c5\u7bc0\u3067\u8003\u5bdf\u3057\u7b2c6\u7bc0\u3067\u7d50\u8ad6\u3092\u8ff0\u3079\u308b\uff0e<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u3053\u306e\u8074\u8b1b\u306f\u3001\u82b1\u706b\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3068\u306f\u306a\u3093\u3060\u308d\u3046\u3068\u601d\u3044\u3001\u30dd\u30b9\u30bf\u30fc\u3092\u8074\u8b1b\u3057\u306b\u884c\u304d\u307e\u3057\u305f\u3002\u305d\u306e\u5834\u3067\u9ad8\u6728\u5148\u751f\u304c\u79c1\u306b\u554f\u3044\u304b\u3051\u3066\u304f\u308b\u5f62\u3067\u8aac\u660e\u3057\u3066\u304f\u308c\u307e\u3057\u305f\u3002\u6700\u9069\u5316\u63a2\u7d22\u306b\u304a\u3044\u3066\u3001\u826f\u3044\u89e3\u304c\u96c6\u4e2d\u3057\u3066\u3044\u308b\u3068\u3053\u308d\u3001\u60aa\u3044\u89e3\u304c\u3042\u308b\u3068\u3053\u308d\u3001\u305d\u306e\u6642\u306e\u63a2\u7d22\u7bc4\u56f2\u3084\u500b\u4f53\u6570\u306e\u8a71\u304b\u3089\u59cb\u307e\u308a\u3001\u82b1\u706b\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3067\u8003\u3048\u308b\u3079\u304d\u3068\u3053\u308d\u306f\u3069\u3046\u3044\u3063\u305f\u8996\u70b9\u304b\u3092\u6559\u3048\u3066\u3044\u305f\u3060\u304d\u307e\u3057\u305f\u3002\u307e\u305f\u3001\u7814\u7a76\u3092\u3059\u308b\u3046\u3048\u3067\u3001\u305f\u3060\u30c4\u30fc\u30eb\u3092\u6bd4\u8f03\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u9055\u3044\u3092\u8ff0\u3079\u305f\u3044\u306e\u306a\u3089\u6b63\u5f53\u306a\u691c\u5b9a\u3092\u4f7f\u3046\u3053\u3068\u3084\u3001\u6bd4\u8f03\u7d50\u679c\u304b\u3089\u4f7f\u7528\u3057\u305f\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u3069\u3053\u304c\u60aa\u304f\u3066\u3069\u3053\u3092\u5411\u4e0a\u3055\u305b\u308c\u3070\u63a2\u7d22\u304c\u52b9\u7387\u7684\u306b\u306a\u308b\u306e\u304b\u306a\u3069\u3001\u591a\u304f\u306e\u3053\u3068\u3092\u52c9\u5f37\u3055\u305b\u3066\u9802\u304d\u307e\u3057\u305f\u3002<br \/>\n&nbsp;<\/p>\n<table>\n<tbody>\n<tr>\n<td width=\"529\">\u767a\u8868\u30bf\u30a4\u30c8\u30eb\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a\u63a2\u7d22\u7a7a\u9593\u306b\u6ce8\u76ee\u3057\u305f\u9032\u5316\u578b\u591a\u76ee\u7684\u6700\u9069\u5316\u624b\u6cd5\u306e\u63a2\u7d22\u6027\u80fd\u6bd4\u8f03\u8457\u8005\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a \u8c37\u57a3 \u52c7\u8f1d\uff0c\u80fd\u5cf6 \u88d5\u4ecb\uff0c\u77f3\u6e15 \u4e45\u751f<br \/>\n\u30bb\u30c3\u30b7\u30e7\u30f3\u540d\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a \u30dd\u30b9\u30bf\u30fc\u30bb\u30c3\u30b7\u30e7\u30f3\uff11<br \/>\n\u6982\u8981: \u9032\u5316\u578b\u591a\u76ee\u7684\u6700\u9069\u5316 (Evolutionary Multiobjective Optimization: EMO) \u3067\u306f\uff0c\u8907\u6570\u306e\u76ee\u7684\u95a2\u6570\u3092\u540c\u6642\u306b\u8003\u616e\u3057\u305f\u6700\u9069\u5316\u304c\u9032\u5316\u578b\u63a2\u7d22\u306b\u57fa\u3065\u3044\u3066\u884c\u308f\u308c\u308b\uff0e\u3053\u308c\u307e<br \/>\n\u3067\u591a\u304f\u306eEMO\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u304c\u63d0\u6848\u3055\u308c\u3066\u304a\u308a\uff0c\u305d\u308c\u3089\u306e\u6027\u80fd\u306f\u4e00\u822c\u7684\u306b\u30c6\u30b9\u30c8\u554f\u984c\u306b\u3088\u3063\u3066\u8abf\u3079\u3089\u308c\u308b\uff0e\u6709\u540d\u306a\u30c6\u30b9\u30c8\u554f\u984c\u3068\u3057\u3066\uff0cDTLZ [1]\u3084WFG [2]\u3068\u3044\u3063\u305f\u30c6\u30b9\u30c8\u554f\u984c\u30bb\u30c3\u30c8\u304c\u6319\u3052\u3089\u308c\u308b\uff0e\u3053\u308c\u3089\u306f\uff0c\u53ce\u675f\u6027\u306e\u96e3\u3057\u3055\u3084\u30d1\u30ec\u30fc\u30c8\u30d5\u30ed\u30f3\u30c8\u306e\u5f62\u72b6\u306b\u95a2\u3057\u3066\u7570\u306a\u308b\u7279\u8272\u304c<br \/>\n\u5b9a\u7fa9\u3055\u308c\u305f\u554f\u984c\u7fa4\u306b\u3088\u3063\u3066\u69cb\u6210\u3055\u308c\u308b\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u30bb\u30c3\u30c8\u3067\u3042\u308b\uff0e\u3057\u304b\u3057\uff0c\u3053\u308c\u3089\u306e\u30c6\u30b9\u30c8\u554f\u984c\u3067\u306f\u76ee\u7684\u95a2\u6570\u7a7a\u9593\u306b\u304a\u3051\u308b\u5b9f\u884c\u53ef\u80fd\u9818\u57df\u306e\u5f62\u72b6\u3092\u5171\u901a\u306e\u65b9\u6cd5\u3067\u5b9a\u7fa9\u3057\u3066\u304a\u308a\uff0c\u63a2\u7d22\u7a7a\u9593\u306e\u5f62\u72b6\u306b\u6ce8\u76ee\u3057\u305f\u5834\u5408\uff0c\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u30bb\u30c3\u30c8\u306b\u542b\u307e\u308c\u308b\u554f\u984c\u306f\u5171\u901a\u306e\u7279\u5fb4\u3092\u6301\u3063\u3066\u3044\u308b\uff0e\u305d\u306e\u305f\u3081\uff0c\u3053\u308c\u3089\u306e\u30c6\u30b9\u30c8\u554f\u984c\u3092\u7528\u3044\u305f\u6027\u80fd\u8a55\u4fa1\u3067\u306f\uff0c\u63a2\u7d22\u7a7a\u9593\u306e\u5f62\u72b6\u304cEMO\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u63a2\u7d22\u6027\u80fd\u306b\u53ca\u307c\u3059\u5f71\u97ff\u3092\u8abf\u3079\u308b\u3053\u3068\u304c\u96e3\u3057\u3044\uff0e<br \/>\nMasuda\u3089\u306b\u3088\u3063\u3066\u63d0\u6848\u3055\u308c\u305f\u30c6\u30b9\u30c8\u554f\u984c\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af [3]\u3067\u306f\uff0cB-Spline [4]\u3092\u7528\u3044\u3066\u76ee\u7684\u95a2\u6570\u7a7a\u9593\u306b\u304a\u3051\u308b\u5b9f\u884c\u53ef\u80fd\u9818\u57df\u3092\u5b9a\u7fa9\u3057\u3066\u304a\u308a\uff0c\u63a2\u7d22\u7a7a\u9593\u306e\u5f62\u72b6\u3092\u81ea\u7531\u306b\u5909\u66f4\u3067\u304d\u308b\u3068\u3044\u3046\u7279\u5fb4\u304c\u3042\u308b\uff0e\u672c\u8ad6\u6587\u3067\u306f\uff0c\u65e2\u5b58\u306eEMO\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u304c\u5f97\u610f\uff0c\u4e0d\u5f97\u610f\u3068\u3059\u308b\u5b9f\u884c\u53ef\u80fd\u9818\u57df\u306e\u5f62\u72b6\u3092\uff0c\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u7528\u3044\u3066\u4f5c\u6210\u3059\u308b\u3053\u3068\u3067\uff0c\u63a2\u7d22\u7a7a\u9593\u306e\u5f62\u72b6\u304c\u63a2\u7d22\u6027\u80fd\u306b\u53ca\u307c\u3059\u5f71\u97ff\u3092\u8abf\u3079\u308b\uff0e\u3053\u306e\u3068\u304d\uff0c\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u304c\u5f97\u610f\uff0c\u4e0d\u5f97\u610f\u3068\u3059\u308b\u5b9f\u884c\u53ef\u80fd\u9818\u57df\u306e\u5f62\u72b6\u306f\uff0cEMO\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3067\u63a2\u7d22\u3057\u305f\u7d50\u679c\u306b\u57fa\u3065\u304f\u30e1\u30bf\u6700\u9069\u5316\u3067\u7b56\u5b9a\u3059\u308b\uff0e<br \/>\n\u672c\u8ad6\u6587\u306e\u69cb\u6210\u306f\u6b21\u306e\u901a\u308a\u3067\u3042\u308b\uff0e\u307e\u305a\u7b2c2\u7ae0\u306b\u304a\u3044\u3066DTLZ, 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