{"id":2630,"date":"2014-12-07T16:55:23","date_gmt":"2014-12-07T07:55:23","guid":{"rendered":"http:\/\/www.is.doshisha.ac.jp\/news\/?p=2630"},"modified":"2014-12-07T16:55:23","modified_gmt":"2014-12-07T07:55:23","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%a02014","status":"publish","type":"post","link":"https:\/\/is.doshisha.ac.jp\/news\/?p=2630","title":{"rendered":"\u9032\u5316\u8a08\u7b97\u30b7\u30f3\u30dd\u30b8\u30a6\u30e02014"},"content":{"rendered":"<p>2014\u5e7412\u670819\u65e5\u304b\u308920\u65e5\u306b\u304b\u3051\u307e\u3057\u3066\uff0c\u5e83\u5cf6\u770c\u5eff\u65e5\u5e02\u3067\u958b\u50ac\u3055\u308c\u307e\u3057\u305f\u9032\u5316\u8a08\u7b97\u30b7\u30f3\u30dd\u30b8\u30a6\u30e02014\u306b\u53c2\u52a0\u3044\u305f\u3057\u307e\u3057\u305f\uff0e\u672c\u7814\u7a76\u5ba4\u304b\u3089\u306f\u5ee3\u5b89\u5148\u751f\uff0c\u7530\u4e2d\u5148\u751f\uff0c\u767d\u77f3\u99ff\u82f1(M2)\uff0c\u677e\u6d66\u79c0\u884c(M2)\uff0c\u5409\u7530\u502b\u4e5f(M2)\u306e5\u540d\u304c\u53c2\u52a0\u3044\u305f\u3057\u307e\u3057\u305f\uff0e\u767a\u8868\u984c\u76ee\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\uff0e<br \/>\n\u30fb\u8996\u899a\u523a\u6fc0\u5224\u5225\u306b\u304a\u3051\u308bfMRI\u30dc\u30af\u30bb\u30eb\u9078\u629e\u3078\u306e\u591a\u76ee\u7684\u6700\u9069\u5316\u306e\u5fdc\u7528\u306e\u691c\u8a0e<br \/>\n\u3010\u7530\u4e2d\u7f8e\u91cc\uff0c\u5c71\u672c\u8a69\u5b50\uff0c\u4e09\u6728\u5149\u7bc4\uff0c\u5ee3\u5b89\u77e5\u4e4b(\u540c\u5fd7\u793e\u5927\u5b66)\u3011<br \/>\n\u30fb2\u30af\u30e9\u30b9\u5206\u985e\u306e\u70ba\u306e\u591a\u76ee\u7684\u907a\u4f1d\u7684\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3092\u7528\u3044\u305f\u7279\u5fb4\u91cf\u5909\u63db\u624b\u6cd5\u306e\u691c\u8a0e<br \/>\n\u3010\u767d\u77f3\u99ff\u82f1\uff0c\u5409\u7530\u502b\u4e5f\uff0c\u5c71\u672c\u8a69\u5b50\uff0c\u5ee3\u5b89\u77e5\u4e4b(\u540c\u5fd7\u793e\u5927\u5b66)\u3011<br \/>\n\u30fb\u5c02\u9580\u5bb6\u304c\u826f\u597d\u3068\u5224\u65ad\u3059\u308b\u89d2\u819c\u5185\u76ae\u7d30\u80de\u753b\u50cf\u751f\u6210\u30b7\u30b9\u30c6\u30e0\u30fc\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u5229\u7528\u306b\u3088\u308b\u30b7\u30b9\u30c6\u30e0\u69cb\u7bc9\u306e\u691c\u8a0e\u30fc<br \/>\n\u3010\u677e\u6d66\u79c0\u884c\uff0c\u5c71\u672c\u8a69\u5b50\uff0c\u5c0f\u6cc9\u7bc4\u5b50\uff0c\u5965\u6751\u76f4\u6bc5\uff0c\u5ee3\u5b89\u77e5\u4e4b(\u540c\u5fd7\u793e\u5927\u5b66)\u3011<br \/>\n\u30fbfNIRS\u30c7\u30fc\u30bf\u306b\u304a\u3051\u308bGA\u3092\u7528\u3044\u305f\u30c1\u30e3\u30f3\u30cd\u30eb\u306e\u6700\u9069\u9078\u629e\u306b\u3088\u308b\u95a2\u5fc3\u9818\u57df\u306e\u691c\u8a0e<br \/>\n\u3010\u5409\u7530\u502b\u4e5f\uff0c\u767d\u77f3\u99ff\u82f1\uff0c\u5c71\u672c\u8a69\u5b50\uff0c\u5ee3\u5b89\u77e5\u4e4b(\u540c\u5fd7\u793e\u5927\u5b66)\u3011<br \/>\n\u9032\u5316\u8a08\u7b97\u5b66\u4f1a\u306f\u9032\u5316\u8a08\u7b97\u306e\u7814\u7a76\u3092\u3055\u308c\u3066\u3044\u308b\u5148\u751f\u3084\u5b66\u751f\u306e\u591a\u304f\u304c\u53c2\u52a0\u3057\u3066\u3044\u308b\u5b66\u4f1a\u3067\u3059\uff0e\u4eca\u56de\u53c2\u52a0\u3057\u305f\u9032\u5316\u8a08\u7b97\u30b7\u30f3\u30dd\u30b8\u30a6\u30e0\u306f\u5408\u5bbf\u5f62\u5f0f\u3067\u3042\u308a\uff0c\u4e8c\u65e5\u9593\u306b\u308f\u305f\u308a64\u4ef6\u306e\u30dd\u30b9\u30bf\u30fc\u767a\u8868\u304c\u884c\u308f\u308c\uff0c\u975e\u5e38\u306b\u6d3b\u767a\u306a\u8b70\u8ad6\u304c\u4ea4\u308f\u3055\u308c\u3066\u304a\u308a\u307e\u3057\u305f\uff0e\u79c1\u306f1\u65e5\u76ee\u306e\u4e00\u756a\u76ee\u306e\u30bb\u30c3\u30b7\u30e7\u30f3\u306b\u3066\u767a\u8868\u3057\u307e\u3057\u305f\uff0e\u767a\u8868\u3067\u306f\u591a\u304f\u306e\u65b9\u3005\u306b\u30dd\u30b9\u30bf\u30fc\u307e\u3067\u6765\u3066\u9802\u304f\u3053\u3068\u304c\u3067\u304d\u307e\u3057\u305f\uff0e\u9032\u5316\u8a08\u7b97\u306e\u5b66\u4f1a\u3068\u3044\u3046\u3053\u3068\u3082\u3042\u308aGA\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u306e\u8a71\u3084\uff0c\u30b7\u30b9\u30c6\u30e0\u306e\u69cb\u6210\u306e\u8a71\u306a\u3069\u5e45\u5e83\u3044\u5185\u5bb9\u3067\u3054\u610f\u898b\u3092\u9802\u304f\u3053\u3068\u304c\u3067\u304d\uff0c\u975e\u5e38\u306b\u6709\u610f\u7fa9\u306a\u767a\u8868\u3068\u306a\u308a\u307e\u3057\u305f\uff0e\u61c7\u89aa\u4f1a\u3067\u306f\uff0c\u4ed6\u5927\u5b66\u306e\u5b66\u751f\u3084\u5148\u751f\u65b9\u3068\u304a\u8a71\u3092\u3059\u308b\u3053\u3068\u3082\u3067\u304d\uff0c\u89aa\u4ea4\u3092\u6df1\u3081\u308b\u826f\u3044\u6a5f\u4f1a\u306b\u3082\u306a\u308a\u307e\u3057\u305f\uff0e<br \/>\n\u6700\u5f8c\u306b\uff0c\u4eca\u56de\u306e\u5b66\u4f1a\u53c2\u52a0\u306b\u5f53\u305f\u308a\uff0c\u5ee3\u5b89\u5148\u751f\uff0c\u5c71\u672c\u5148\u751f\u3092\u306f\u3058\u3081\uff0c\u7814\u7a76\u5ba4\u306e\u7686\u69d8\u306b\u306f\u5927\u5909\u304a\u4e16\u8a71\u306b\u306a\u308a\u307e\u3057\u305f\uff0e\u53c2\u52a0\u8005\u3092\u4ee3\u8868\u3057\uff0c\u3053\u306e\u5834\u3092\u501f\u308a\u3066\u539a\u304f\u5fa1\u793c\u3092\u7533\u3057\u4e0a\u3052\u307e\u3059\uff0e<img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-2631\" src=\"http:\/\/www.is.doshisha.ac.jp\/news\/wp-content\/uploads\/2015\/01\/121_large-300x224.jpg\" alt=\"121_large\" width=\"300\" height=\"224\" \/><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-2632\" src=\"http:\/\/www.is.doshisha.ac.jp\/news\/wp-content\/uploads\/2015\/01\/\u56f31-300x225.jpg\" alt=\"\u56f31\" width=\"300\" height=\"225\" \/><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-2633\" src=\"http:\/\/www.is.doshisha.ac.jp\/news\/wp-content\/uploads\/2015\/01\/\u56f32-300x225.jpg\" alt=\"\u56f32\" width=\"300\" height=\"225\" \/><br \/>\n\u3010\u6587\u8cac\uff1aM2 \u677e\u6d66\u3011<br \/>\n<!--more--><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\">\u767d\u77f3\u99ff\u82f1<\/td>\n<\/tr>\n<tr>\n<td width=\"147\"><strong>\u767a\u8868\u8ad6\u6587\u30bf\u30a4\u30c8\u30eb<\/strong><\/td>\n<td width=\"373\">2\u30af\u30e9\u30b9\u5206\u985e\u306e\u70ba\u306e\u591a\u76ee\u7684\u907a\u4f1d\u7684\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3092\u7528\u3044\u305f\u7279\u5fb4\u91cf\u5909\u63db\u624b\u6cd5\u306e\u691c\u8a0e<\/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\">A method of multiple feature construction for two symbolic\u00a0 classification problems using Multiobjective Genetic Programming<\/td>\n<\/tr>\n<tr>\n<td width=\"147\"><strong>\u8457\u8005<\/strong><\/td>\n<td width=\"373\">\u767d\u77f3\u99ff\u82f1, \u5409\u7530\u502b\u4e5f\uff0c\u5c71\u672c\u8a69\u5b50,\u00a0 \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>\u8b1b\u6f14\u4f1a\u540d<\/strong><\/td>\n<td width=\"373\">\u9032\u5316\u8a08\u7b97\u30b7\u30f3\u30dd\u30b8\u30a6\u30e02014<\/td>\n<\/tr>\n<tr>\n<td width=\"147\"><strong>\u4f1a\u5834<\/strong><\/td>\n<td width=\"373\">\u5b89\u82b8\u30b0\u30e9\u30f3\u30c9\u30db\u30c6\u30eb<\/td>\n<\/tr>\n<tr>\n<td width=\"147\"><strong>\u958b\u50ac\u65e5\u7a0b<\/strong><\/td>\n<td width=\"373\">2014\/12\/20-2014\/12\/21<\/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>2014\/12\/20\u304b\u30892014\/12\/21\u306b\u304b\u3051\u3066\uff0c\u5e83\u5cf6\u770c\u5eff\u65e5\u5e02\u5e02\u306b\u3066\u958b\u50ac\u3055\u308c\u307e\u3057\u305f\u9032\u5316\u8a08\u7b97\u30b7\u30f3\u30dd\u30b8\u30a6\u30e02014<sup>1)<\/sup>\u306b\u53c2\u52a0\u3044\u305f\u3057\u307e\u3057\u305f\uff0e\u3053\u306e\u9032\u5316\u8a08\u7b97\u30b7\u30f3\u30dd\u30b8\u30a6\u30e02014\u306f\uff0c\u4e00\u822c\u793e\u56e3\u6cd5\u4eba\u9032\u5316\u8a08\u7b97\u5b66\u4f1a\u306b\u3088\u3063\u3066\u4e3b\u50ac\u3066\u304a\u308a\uff0c\u9032\u5316\u8a08\u7b97\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u7406\u8ad6\u3084\u5fdc\u7528\u306b\u3064\u3044\u3066\u306e\u69d8\u3005\u306a\u767a\u8868\u304c\u3042\u308a\u307e\u3057\u305f\uff0e\u79c1\u306f\u5168\u65e5\u7a0b\u306b\u53c2\u52a0\u3044\u305f\u3057\u307e\u3057\u305f\uff0e\u672c\u7814\u7a76\u5ba4\u304b\u3089\u306f\u4ed6\u306b\u5ee3\u5b89\u5148\u751f\uff0c\u7530\u4e2d\u5148\u751f\uff0c\u677e\u6d66\u3055\u3093\uff0c\u5409\u7530\u3055\u3093\u304c\u53c2\u52a0\u3057\u307e\u3057\u305f\uff0e<br \/>\n&nbsp;<\/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\u306f21\u65e5\u306e\u5348\u524d\u306e\u30dd\u30b9\u30bf\u30fc\u30bb\u30c3\u30b7\u30e7\u30f34\u306b\u53c2\u52a0\u3044\u305f\u3057\u307e\u3057\u305f\uff0e\u767a\u8868\u306e\u5f62\u5f0f\u306f\u30dd\u30b9\u30bf\u30fc\u767a\u8868\u3067\uff0c1\u6642\u9593\u534a\u306e\u9593\u8b70\u8ad6\u3092\u884c\u3044\u307e\u3057\u305f\uff0e<br \/>\n\u4eca\u56de\u306e\u767a\u8868\u306f\uff0c2\u30af\u30e9\u30b9\u5206\u985e\u306b\u3088\u308b\u8b58\u5225\u30fb\u6c4e\u5316\u80fd\u529b\u3092\u9ad8\u3081\u308b\u70ba\u306e\u591a\u76ee\u7684\u907a\u4f1d\u7684\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3092\u7528\u3044\u305f\u7279\u5fb4\u91cf\u5909\u63db\u6cd5\u3092\u691c\u8a0e\u3057\u307e\u3057\u305f\uff0e\u9ad8\u6b21\u5143\u306e\u30c7\u30fc\u30bf\u6570\u306e\u504f\u308a\u306e\u5927\u304d\u3044\u30c7\u30fc\u30bf\u306b\u5bfe\u3057\u3066\uff0c2\u30af\u30e9\u30b9\u306e\u8b58\u5225\u7387\u3092\u76ee\u7684\u95a2\u6570\u3068\u3057\u3066\u591a\u76ee\u7684\u6700\u9069\u5316\u3059\u308b\u3053\u3068\u3092\u8003\u3048\u307e\u3057\u305f\uff0e\u307e\u305f\uff0c\u591a\u76ee\u7684\u6700\u9069\u5316\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u3068\u3057\u3066NSGA-\u2161\u3068SPEA-\u2161\u306e2\u624b\u6cd5\u3092\u6bd4\u8f03\u3057\uff0c\u8b58\u5225\u624b\u6cd5\u306b\u5bfe\u3057\u3066\uff0c\u95be\u5024\u306e\u7dcf\u5f53\u305f\u308a\u6cd5\u3068\u7406\u60f3\u95be\u5024\u6cd5\u306e2\u624b\u6cd5\u306b\u3064\u3044\u3066\u8003\u616e\u3057\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=\"530\">\u4e00\u822c\u306b\u8b58\u5225\u306e\u554f\u984c\u306b\u95a2\u3057\u3066\u30c7\u30fc\u30bf\u306e\u30af\u30e9\u30b9\u9593\u306e\u30b5\u30f3\u30d7\u30eb\u6570\u306b\u504f\u308a\u304c\u898b\u3089\u308c\u308b\u5834\u5408\u306b\u306f\uff0c\u591a\u6570\u306e\u30c7\u30fc\u30bf\u3092\u3082\u3064\u30b5\u30f3\u30d7\u30eb\u306b\u8b58\u5225\u7387\u304c\u504f\u308b\u3068\u3044\u3063\u305f\u554f\u984c\u304c\u3042\u308b\uff0e\u672c\u7a3f\u3067\u306f\uff0c\u8907\u6570\u306e\u30af\u30e9\u30b9\u306e\u8b58\u5225\u7387\u306e\u6700\u5927\u5316\u3092\u76ee\u7684\u3068\u3057\u3066\uff0c\u591a\u76ee\u7684\u907a\u4f1d\u7684\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306b\u3088\u308b\u5909\u63db\u5f0f\u306e\u6700\u9069\u5316\u3092\u884c\u3063\u305f\uff0e\u305d\u306e\u7d50\u679c\u3092\u6700\u9069\u5316\u624b\u6cd5\u3068\u3057\u3066NSGA-\u2161\u3068SPEA-\u306b\u3064\u3044\u3066\uff0c\u8b58\u5225\u624b\u6cd5\u3068\u3057\u3066\u95be\u5024\u7dcf\u5f53\u305f\u308a\u6cd5\u3068\u7406\u60f3\u95be\u5024\u6cd5\u306e\u6bd4\u8f03\u691c\u8a0e\u3092\u884c\u3063\u305f\uff0e\u7d50\u679c\u3068\u3057\u3066\u30c7\u30fc\u30bf\u306b\u504f\u308a\u306e\u3042\u308b\u5834\u5408\u306b\uff0c\u7406\u60f3\u95be\u5024\u6cd5\u304c\u95be\u5024\u7dcf\u5f53\u305f\u308a\u6cd5\u3088\u308a\u3082\u8b58\u5225\u7cbe\u5ea6\u304c\u826f\u304f\u306a\u308a\uff0c\u5f97\u3089\u308c\u308b\u7279\u5fb4\u91cf\u5e73\u9762\u3082\u8b58\u5225\u306b\u9069\u3057\u305f\u5e73\u9762\u3092\u7372\u5f97\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\u30dd\u30b9\u30bf\u30fc\u767a\u8868\u3067\u306f\uff0c\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u8cea\u7591\u3092\u53d7\u3051\u307e\u3057\u305f\uff0e<br \/>\n&nbsp;<br \/>\n<strong>\u30fb\u8cea\u554f\u5185\u5bb9<\/strong><strong>1<\/strong><br \/>\n\u5ba4\u862d\u5de5\u696d\u5927\u5b66\u306e\u6e21\u8fba\u5148\u751f\u304b\u3089\u306e\u8cea\u554f\u3067\u3059\uff0e\u591a\u304f\u306e\u8cea\u554f\u3092\u9802\u304d\u307e\u3057\u305f\uff0e\u305d\u306e\u4e2d\u3067\uff0c\u91cd\u8981\u306a\u8cea\u554f\u3068\u3057\u3066\uff0c\u4eca\u56de\u6bd4\u8f03\u3057\u305f\u5358\u76ee\u7684\u306e\u624b\u6cd5\u304c\uff0c\u504f\u308a\u3092\u8003\u616e\u3057\u305f\u8a55\u4fa1\u3067\u306a\u304b\u3063\u305f\u3053\u3068\uff0e\u6728\u69cb\u9020\u306e\u89e3\u6790\u306b\u3064\u3044\u3066\u306e\u8a18\u8ff0\u304c\u306a\u304b\u3063\u305f\u3053\u3068\uff0c\u591a\u30af\u30e9\u30b9\u5206\u985e\u306b\u3064\u3044\u3066\u306a\u3069\u3067\u3059\uff0e\u3053\u308c\u3089\u306b\u3064\u3044\u3066\u4eca\u56de\u306e\u767a\u8868\u3067\u306f\uff0c\u5341\u5206\u306b\u8003\u5bdf\u3067\u304d\u3066\u3044\u306a\u304b\u3063\u305f\u306e\u3067\uff0c\u4eca\u5f8c\u5341\u5206\u306b\u8003\u5bdf\u3092\u6df1\u3081\u3066\u3044\u304d\u305f\u3044\u3068\u601d\u3044\u307e\u3059\uff0e<br \/>\n&nbsp;<br \/>\n<strong>\u30fb\u8cea\u554f\u5185\u5bb9<\/strong><strong>2<\/strong><br \/>\n\u5927\u962a\u5927\u5b66\u306e\u5ca1\u672c\u5148\u751f\u304b\u3089\u306e\u8cea\u554f\u3067\u3059\uff0e\u5148\u751f\u304c\u304a\u3063\u3057\u3083\u3089\u308c\u3066\u3044\u305f\u3053\u3068\u3067\u6700\u3082\u5370\u8c61\u306b\u6b8b\u3063\u3066\u8b70\u8ad6\u3057\u305f\u5185\u5bb9\u304c\uff0c\u9ad8\u6b21\u5143\u306e\u7279\u5fb4\u91cf\u7a7a\u9593\u30921\u6b21\u5143\u306b\u843d\u3068\u3059\u306e\u3067\u306f\u306a\u304f\uff0c\u9ad8\u6b21\u5143\u30c7\u30fc\u30bf\u3092\u7528\u3044\u305f\u30ab\u30fc\u30cd\u30eb\u95a2\u6570\u306e\u69cb\u7bc9\u3092\u884c\u3046\u3053\u3068\u306b\u3064\u3044\u3066\u6bd4\u8f03\u3059\u308b\u3053\u3068\u3092\u6307\u6458\u3057\u3066\u3044\u305f\u3060\u304d\u307e\u3057\u305f\uff0e\u3053\u306e\u9805\u76ee\u306b\u5bfe\u3057\u307e\u3057\u3066\u3082\uff0c\u6539\u3081\u3066SVM\u5468\u8fba\u306b\u3064\u3044\u3066\u3082\u7406\u89e3\u3092\u6df1\u3081\u308b\u5fc5\u8981\u304c\u3042\u308a\uff0c\u7279\u306b\u30ab\u30fc\u30cd\u30eb\u95a2\u6570\u3068\u8b58\u5225\u8d85\u5e73\u9762\u306b\u3064\u3044\u3066\u306f\u65e9\u6025\u306e\u691c\u8a0e\u8ab2\u984c\u3067\u3042\u308b\u3088\u3046\u306b\u611f\u3058\u307e\u3057\u305f\uff0e\u4eca\u5f8c\u306e\u7814\u7a76\u306b\u751f\u304b\u3057\u3066\u3044\u304d\u305f\u3044\u3068\u601d\u3044\u307e\u3059\uff0e<br \/>\n&nbsp;<\/p>\n<ul>\n<li>\u611f\u60f3<\/li>\n<\/ul>\n<p>\u4eca\u56de\u306e\u767a\u8868\u306f\u4eca\u5e744\u56de\u76ee\u306e\u5b66\u4f1a\u767a\u8868\u3067\u3042\u308a\uff0c\u767a\u8868\u3059\u308b\u3053\u3068\u3068\uff0c\u4eca\u5f8c\u306b\u3064\u3044\u3066\u306esuggestion\u3092\u53d7\u3051\u308b\u305f\u3081\u306e\u6a5f\u4f1a\u3068\u3057\u3066\u6d3b\u7528\u3057\u3088\u3046\u3068\u601d\u3044\uff0c\u3042\u308b\u7a0b\u5ea6\u305d\u308c\u304c\u5bfe\u5fdc\u3067\u304d\u305f\u304b\u306a\u3068\u601d\u3044\u307e\u3059\uff0e\u4eca\u5f8c\u306f\uff0c\u3053\u306e\u7d4c\u9a13\u3092\u751f\u304b\u3057\u3066\uff0c\u4fee\u58eb\u8ad6\u6587\u306e\u5b8c\u6210\u5ea6\u3092\u4e0a\u3052\u308b\u3088\u3046\u306b\u53d6\u308a\u7d44\u3093\u3067\u3044\u304d\u305f\u3044\u3068\u601d\u3044\u307e\u3059\uff0e<br \/>\n&nbsp;<\/p>\n<ol start=\"3\">\n<li>\u8074\u8b1b<\/li>\n<\/ol>\n<p>\u4eca\u56de\u306e\u8b1b\u6f14\u4f1a\u3067\u306f\uff0c\u4e0b\u8a18\u306e2\u4ef6\u306e\u767a\u8868\u3092\u7279\u306b\u8074\u8b1b\u3057\u307e\u3057\u305f\uff0e<br \/>\n&nbsp;<\/p>\n<table>\n<tbody>\n<tr>\n<td width=\"530\">\u767a\u8868\u30bf\u30a4\u30c8\u30eb\u00a0 \uff1a\u3000\u907a\u4f1d\u7684\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306b\u304a\u3051\u308b\u6728\u69cb\u9020\u9593\u7279\u5fb4\u91cf\u3092\u8003\u616e\u3057\u305f\u4e26\u5217\u30e2\u30c7\u30eb\u306e\u691c\u8a0e\u8457\u8005\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a\u9ce5\u5c71\u3000\u76f4\u6a39, \u8fd1\u85e4\u3000\u9b41, \u5c0f\u91ce\u3000\u666f\u5b50<br \/>\n\u30bb\u30c3\u30b7\u30e7\u30f3\u540d\u00a0 \uff1a \u30dd\u30b9\u30bf\u30fc\u30bb\u30c3\u30b7\u30e7\u30f32<br \/>\nAbstruct\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a\u907a\u4f1d\u7684\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0(GP)\u306b\u304a\u3044\u3066, \u907a\u4f1d\u5b50\u306e\u591a\u69d8\u6027\u3092\u5e83\u3052\u308b\u3053\u3068\u306f\u3088\u308a\u826f\u3044\u89e3\u3092\u5f97\u308b\u305f\u3081\u306e\u91cd\u8981\u306a\u8981\u7d20\u306e\u3072\u3068\u3064\u3067\u3042\u308b. \u5bfe\u8c61\u554f\u984c\u306b\u9069\u3059\u308b\u907a\u4f1d\u7684\u30aa\u30da\u30ec\u30fc\u30bf\u3067\u3042\u308b\u4ea4\u53c9, \u7a81\u7136\u5909\u7570\u304a\u3088\u3073\u9078\u629e\u304c\u4e0e\u3048\u3089\u308c\u305f\u3068\u304d, \u66f4\u306bGP\u306e\u907a\u4f1d\u7684\u591a\u69d8\u6027\u3092\u5897\u52a0\u3055\u305b\u308b\u65b9\u6cd5\u3068\u3057\u3066, \u5cf6\u30e2\u30c7\u30eb\u306e\u9069\u7528\u306f\u6700\u3082\u57fa\u672c\u7684\u306a\u65b9\u6cd5\u3067\u3042\u308b\u3068\u3044\u3048\u308b \u5cf6\u30e2\u30c7\u30ebGP\u306e\u6027\u80fd\u3092\u5411\u4e0a\u306b\u306f\u52b9\u679c\u7684\u306a\u500b\u4f53\u306e\u79fb\u4f4f\u6cd5\u304c\u5fc5\u8981\u3067\u3042\u308a, \u672c\u7814\u7a76\u3067\u306f\u79fb\u4f4f\u500b\u4f53\u306e\u9078\u629e\u306b\u3064\u3044\u3066\u8003\u3048\u308b. GP\u306f\u89e3\u3092\u6728\u69cb\u9020\u3067\u8868\u3059\u3053\u3068\u304c\u3067\u304d\u308b\u305f\u3081\uff0c\u79fb\u4f4f\u500b\u4f53\u306e\u9078\u629e\u306b\u95a2\u3057\uff0c\u8a55\u4fa1\u5024\u4ee5\u5916\u306e\u6728\u69cb\u9020\u7279\u6709\u306e\u7279\u5fb4\u91cf\u3092\u8003\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u308b\uff0e\u3057\u304b\u3057\u306a\u304c\u3089\uff0c\u3053\u306e\u7279\u5fb4\u91cf\u3092\u6c42\u3081\u308b\u306b\u306f\u591a\u304f\u306e\u8a08\u7b97\u91cf\u304c\u5fc5\u8981\u3067\u3042\u308b\u305f\u3081\uff0c\u3053\u308c\u307e\u3067\u5cf6\u30e2\u30c7\u30ebGP\u306b\u9069\u7528\u3055\u308c\u3066\u3053\u306a\u304b\u3063\u305f\uff0e\u672c\u7814\u7a76\u3067\u306f\u6728\u306e\u7de8\u96c6\u8ddd\u96e2(\u30ea\u30fc\u30d9\u30f3\u30b7\u30e5\u30bf\u30a4\u30f3\u8ddd\u96e2)\u306b\u7740\u76ee\u3057\u305f\u5cf6\u30e2\u30c7\u30ebGP\u306e\u79fb\u4f4f\u6cd5\u3092\u63d0\u6848\u3059\u308b\uff0e<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u3053\u306e\u767a\u8868\u306f\u907a\u4f1d\u7684\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306e\u7de8\u96c6\u8ddd\u96e2\u3092\u8a55\u4fa1\u5024\u3068\u3057\u3066\uff0c\u89e3\u306e\u591a\u69d8\u6027\u3092\u4fdd\u3061\u306a\u304c\u3089\u6700\u9069\u5316\u3092\u8a66\u307f\u308b\u3068\u3044\u3063\u305f\u5185\u5bb9\u3067\u3042\u3063\u305f\uff0e\u7de8\u96c6\u8ddd\u96e2\u3068\u3057\u3066\u30ea\u30fc\u30d9\u30f3\u30b7\u30e5\u30bf\u30a4\u30f3\u8ddd\u96e2\u3068\u3044\u3046\u3082\u306e\u3092\u7528\u3044\u3066\u3044\u307e\u3057\u305f\u304c\uff0c\u305d\u308c\u304c\u8a55\u4fa1\u5024\u7a7a\u9593\u306b\u4e0e\u3048\u308b\u5f71\u97ff\u304c\u3069\u306e\u3088\u3046\u306a\u3082\u306e\u306a\u306e\u304b\u3068\u3044\u3046\u3053\u3068\u306b\u975e\u5e38\u306b\u8208\u5473\u3092\u3082\u3061\u307e\u3057\u305f\uff0e\u307e\u305f\uff0c\u767a\u8868\u8005\u306f3\u56de\u751f\u3067\uff0c\u81ea\u5206\u304c\u305d\u306e\u6642\u671f\u306b\u4f55\u3092\u3057\u3066\u3044\u305f\u304b\u306a\u3068\u601d\u3044\u3092\u99b3\u305b\u307e\u3057\u305f\uff0e\u3084\u306f\u308a\u6728\u69cb\u9020\u306e\u69cb\u9020\u306b\u3064\u3044\u3066\u306a\u3093\u3089\u304b\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u3068\u308b\u3053\u3068\u306f\u975e\u5e38\u306b\u91cd\u8981\u3067\u3042\u308b\u3068\u611f\u3058\u307e\u3057\u305f<\/p>\n<table>\n<tbody>\n<tr>\n<td width=\"530\">\u767a\u8868\u30bf\u30a4\u30c8\u30eb\u00a0\u00a0\u00a0 \uff1aCartesian Genetic Programming \u3092\u7528\u3044\u305f\u968e\u5c64\u7684\u306a\u7279\u5fb4\u91cf\u306e\u81ea\u52d5\u69cb\u7bc9\u3068\u753b\u50cf\u5206\u985e\u3078\u306e\u5fdc\u7528\u8457\u8005\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a\u9f4a\u85e4\u3000\u822a\u592a, \u9577\u5c3e\u3000\u667a\u6674<br \/>\n\u30bb\u30c3\u30b7\u30e7\u30f3\u540d\u00a0 \uff1a\u30dd\u30b9\u30bf\u30fc\u30bb\u30c3\u30b7\u30e7\u30f33<br \/>\nAbstruct\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a\u672c\u5831\u544a\u3067\u306f\uff0c\u7279\u5fb4\u91cf\u306e\u6b21\u5143\u6570\u3092\u5f90\u3005\u306b\u6e1b\u3089\u3057\u3066\u3044\u304f\u3053\u3068\u3067\u60c5\u5831\u91cf\u306e\u6b20\u843d\u3092\u6291\u3048\uff0c\u8a8d\u8b58\u7cbe\u5ea6\u3092\u4fdd\u3061\u3064\u3064\u7279\u5fb4\u91cf\u3092\u4f4e\u6b21\u5143\u5316\u3059\u308b\u624b\u6cd5\u3092\u63d0\u6848\u3059\u308b\uff0e\u63d0\u6848\u30e2\u30c7\u30eb\u306f\uff0c\u968e\u5c64\u69cb\u9020\u3067\u3042\u308a\uff0c\u7b2c1\u5c64\u304c\u65e2\u5b58\u7279\u5fb4\u91cf\uff08\u6570\u5343\u6b21\u5143\u4ee5\u4e0a\uff09\u3067\u3042\u308b\uff0e\u7b2c2\u5c64\u4ee5\u964d\u306f\u524d\u5c64\u306e\u6b21\u5143\u6570\u3092\u5f90\u3005\u306b\u6e1b\u3089\u3057\u305f\u6b21\u5143\u6570\u3068\u306a\u308a\uff0c\u6700\u7d42\u7684\u306b\u306f\u30c7\u30fc\u30bf\u5206\u5e03\u3092\u53ef\u8996\u5316\u3059\u308b\u305f\u3081\u306b3\u6b21\u5143\u307e\u3067\u4f4e\u6b21\u5143\u5316\u3059\u308b\uff0e\u7b2c2\u5c64\u4ee5\u964d\u3067\u306f\uff0c\u524d\u5c64\u306e\u7279\u5fb4\u91cf\u3092\u5165\u529b\u3068\u3057\uff0c1\u6b21\u5143\u305a\u3064Cartesian Genetic Programming\uff08CGP\uff09\u3092\u7528\u3044\u3066\u6c7a\u3081\u3089\u308c\u305f\u6b21\u5143\u6570\u3060\u3051\u7279\u5fb4\u91cf\u3092\u69cb\u7bc9\u3059\u308b\uff0e\u672c\u5831\u544a\u3067\u306f\uff0c\u65e2\u5b58\u7279\u5fb4\u91cf\u3068\u3057\u3066\u753b\u50cf\u7279\u5fb4\u91cf\u3092\u7528\u3044\uff0c\u753b\u50cf\u5206\u985e\u306b\u5fdc\u7528\u3059\u308b\uff0e\u753b\u50cf\u5206\u985e\u5b9f\u9a13\u3067\u306f\uff0c\u4e00\u822c\u753b\u50cf\u306b\u3064\u3044\u3066\u5bfe\u8c61\u753b\u50cf\u3068\u975e\u5bfe\u8c61\u753b\u50cf\u306e2\u30af\u30e9\u30b9\u5206\u985e\u554f\u984c\u3068\u30ab\u30d7\u30bb\u30eb\u5185\u8996\u93e1\u753b\u50cf\u306b\u304a\u3044\u3066\uff0c\u75c5\u5909\u304c\u3042\u308b\u304b\u3069\u3046\u304b\u3092\u5206\u985e\u3059\u308b2\u30af\u30e9\u30b9\u5206\u985e\u554f\u984c\u306b\u9069\u7528\u3059\u308b\uff0e\u63d0\u6848\u624b\u6cd5\u306f\u7279\u5fb4\u91cf\u306e\u69cb\u7bc9\u624b\u6cd5\u3067\u3042\u308b\u305f\u3081\uff0c3\u7a2e\u985e\u306e\u5206\u985e\u5668\u3092\u7528\u3044\u3066\u65e2\u5b58\u7279\u5fb4\u91cf\u3068\u69cb\u7bc9\u3057\u305f\u7279\u5fb4\u91cf\u306e\u305d\u308c\u305e\u308c\u3092\u7528\u3044\u305f\u5206\u985e\u7cbe\u5ea6\u306e\u6bd4\u8f03\u3092\u884c\u3046\uff0e<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u3053\u306e\u767a\u8868\u3067\u306f\uff0c\u79c1\u3068\u4f3c\u305f\u826f\u3088\u3046\u306b\uff0c\u7279\u5fb4\u91cf\u306e\u6b21\u5143\u6570\u3092\u4f4e\u6b21\u5143\u5316\u3057\uff0c\u8b58\u5225\u7387\u306e\u5411\u4e0a\u3068\u5909\u63db\u3057\u305f\u7279\u5fb4\u91cf\u306e\u89e3\u91c8\u6027\u306e\u5411\u4e0a\u3092\u6c42\u3081\u3066\u3044\u308b\uff0eGP\u3092\u968e\u5c64\u7684\u306b\u7d44\u307f\u5408\u308f\u305b\u308b\u3068\u3044\u3063\u305f\u3068\u3053\u308d\u306b\u9762\u767d\u3055\u3092\u611f\u3058\u307e\u3057\u305f\uff0e\u3057\u304b\u3057\uff0c\u624b\u6cd5\u3092\u9069\u5fdc\u3059\u308b\u3053\u3068\u3067\u9ad8\u3044\u8b58\u5225\u7387\u3092\u5f97\u308b\u3053\u3068\u306b\u81f3\u3063\u3066\u3044\u306a\u3044\u3053\u3068\u304c\u4e0d\u601d\u8b70\u3067\u3057\u305f\uff0e\u69cb\u7bc9\u3059\u308bGP\u306b\u5bfe\u3059\u308b\u5165\u529b\u5c64\u306e\u50cd\u304d\u3084\uff0c\u5404\u4e2d\u9593\u5c64\u306b\u3069\u306e\u3088\u3046\u306a\u91cd\u307f\u3092\u639b\u3051\u308b\u306e\u304b\u3068\u3044\u3046\u3053\u3068\u304c\u975e\u5e38\u306b\u96e3\u3057\u3044\u306e\u3067\u306f\u306a\u3044\u304b\u3068\u601d\u3044\u307e\u3057\u305f\uff0e\u3057\u304b\u3057\uff0c\u7cbe\u5ea6\u3068\u3057\u3066\u306f\u305d\u3053\u307e\u3067\u3088\u304f\u306a\u3044\u304c\uff0c\u5909\u63db\u3057\u305f\u969b\u306e3\u6b21\u5143\u306e\u7279\u5fb4\u91cf\u5e73\u9762\u306e\u5206\u5e03\u306e\u69cb\u9020\u306b\u306f\u753b\u50cf\u306e\u7279\u5fb4\u3092\u5f97\u305f\u3088\u3046\u306a\u7d50\u679c\u304c\u3067\u3066\u3044\u308b\u3068\u3044\u3063\u305f\u3053\u3068\u3067\u3057\u305f\uff0e<br \/>\n&nbsp;<br \/>\n\u53c2\u8003\u6587\u732e<\/p>\n<ul>\n<li>\u9032\u5316\u8a08\u7b97\u30b7\u30f3\u30dd\u30b8\u30a6\u30e02014, http:\/\/www.jpnsec.org\/symposium201403.html<\/li>\n<\/ul>\n<p><strong>\u5b66\u4f1a\u53c2\u52a0\u5831\u544a\u66f8<\/strong><\/p>\n<table>\n<tbody>\n<tr>\n<td width=\"147\"><strong>\u00a0<\/strong><br \/>\n<strong>\u5831\u544a\u8005\u6c0f\u540d<\/strong><\/td>\n<td width=\"373\">&nbsp;<br \/>\n\u677e\u6d66\u79c0\u884c<\/td>\n<\/tr>\n<tr>\n<td width=\"147\"><strong>\u767a\u8868\u8ad6\u6587\u30bf\u30a4\u30c8\u30eb<\/strong><\/td>\n<td width=\"373\">\u5c02\u9580\u5bb6\u304c\u826f\u597d\u3068\u5224\u65ad\u3059\u308b\u89d2\u819c\u5185\u76ae\u7d30\u80de\u753b\u50cf\u751f\u6210\u30b7\u30b9\u30c6\u30e0<br \/>\n\u30fc\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u5229\u7528\u306b\u3088\u308b\u30b7\u30b9\u30c6\u30e0\u69cb\u7bc9\u306e\u691c\u8a0e\u30fc<\/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\">System generating better cell images based on the judgement of experts<br \/>\n&#8211; Examination of building a system using databases-<\/td>\n<\/tr>\n<tr>\n<td width=\"147\"><strong>\u8457\u8005<\/strong><\/td>\n<td width=\"373\">\u677e\u6d66\u79c0\u884c\uff0c\u5c71\u672c\u8a69\u5b50\uff0c\u5c0f\u6cc9\u7bc4\u5b50\uff0c\u5965\u6751\u76f4\u6bc5\uff0c\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>\u8b1b\u6f14\u4f1a\u540d<\/strong><\/td>\n<td width=\"373\">\u9032\u5316\u8a08\u7b97\u30b7\u30f3\u30dd\u30b8\u30a6\u30e02014<\/td>\n<\/tr>\n<tr>\n<td width=\"147\"><strong>\u4f1a\u5834<\/strong><\/td>\n<td width=\"373\">\u5b89\u82b8\u30b0\u30e9\u30f3\u30c9\u30db\u30c6\u30eb<\/td>\n<\/tr>\n<tr>\n<td width=\"147\"><strong>\u958b\u50ac\u65e5\u7a0b<\/strong><\/td>\n<td width=\"373\">2014\/12\/20-21<\/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>2014\/12\/20\u304b\u30892014\/12\/21\u306b\u304b\u3051\u3066\uff0c\u5e83\u5cf6\u770c\u5eff\u65e5\u5e02\u5e02\u306b\u3042\u308b\u5b89\u82b8\u30b0\u30e9\u30f3\u30c9\u30db\u30c6\u30eb\u306b\u3066\u958b\u50ac\u3055\u308c\u307e\u3057\u305f\u9032\u5316\u8a08\u7b97\u30b7\u30f3\u30dd\u30b8\u30a6\u30e02014\u306b\u53c2\u52a0\u3044\u305f\u3057\u307e\u3057\u305f\uff0e\u672c\u30b7\u30f3\u30dd\u30b8\u30a6\u30e0\u306f\uff0c\u9032\u5316\u8a08\u7b97\u5b66\u4f1a\u306b\u3088\u3063\u3066\u958b\u50ac\u3055\u308c\u305f\u30b7\u30f3\u30dd\u30b8\u30a6\u30e0\u3067\uff0c\u30dd\u30b9\u30bf\u30fc\u30bb\u30c3\u30b7\u30e7\u30f3\u3092\u57fa\u672c\u3068\u3057\uff0c\u30b7\u30e7\u30fc\u30c8\u30d7\u30ec\u30bc\u30f3\u3092\u4f75\u7528\u3059\u308b\u3053\u3068\u3067\u6d3b\u767a\u306a\u60c5\u5831\u4ea4\u63db\u3092\u884c\u3046\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u3066\u3044\u307e\u3059\uff0e<br \/>\n\u79c1\u306f20\u65e5\uff0c21\u65e5\u306e\u5168\u3066\u306e\u65e5\u7a0b\u306b\u53c2\u52a0\u3044\u305f\u3057\u307e\u3057\u305f\uff0e\u672c\u7814\u7a76\u5ba4\u304b\u3089\u306f\u4ed6\u306b\u5ee3\u5b89\u5148\u751f\uff0c\u7530\u4e2d\u5148\u751f\uff0c\u767d\u77f3\uff0c\u5409\u7530\u304c\u53c2\u52a0\u3057\u307e\u3057\u305f\uff0e<br \/>\n\u305d\u306e\u8b1b\u6f14\u4f1a\u304c\uff0c\u3069\u3046\u3044\u3046\u4e3b\u65e8\uff0c\u7814\u7a76\u9818\u57df\u306e\u7814\u7a76\u4f1a\u306a\u306e\u304b\u306b\u3064\u3044\u3066\u8aac\u660e<br \/>\n\u30fb\u8b1b\u6f14\u4f1a\u306eWeb\u30b5\u30a4\u30c8\u304c\u3042\u308b\u306a\u3089\uff0c\u8b1b\u6f14\u4f1a\u540d\u306e\u70b9\u3067\u53c2\u7167\u3059\u308b<br \/>\n\u30fb\u81ea\u5206\u306e\u53c2\u52a0\u65e5\u7a0b\u3068\uff0c\u4ed6\u306e\u53c2\u52a0\u8005\u306b\u3064\u3044\u3066\u8aac\u660e<br \/>\n&nbsp;<\/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\u306f20\u65e5\u306e\u4e00\u3064\u76ee\u306e\u30bb\u30c3\u30b7\u30e7\u30f3\u306b\u53c2\u52a0\u3044\u305f\u3057\u307e\u3057\u305f\uff0e\u767a\u8868\u306e\u5f62\u5f0f\u306f\u30dd\u30b9\u30bf\u30fc\u767a\u8868\u3067\uff0c2\u5206\u534a\u306e\u30b7\u30e7\u30fc\u30c8\u30d7\u30ec\u30bc\u30f3\u3068\u7d0460\u5206\u306e\u30dd\u30b9\u30bf\u30fc\u767a\u8868\u3068\u306a\u3063\u3066\u304a\u308a\u307e\u3057\u305f\uff0e<br \/>\n\u4eca\u56de\u306e\u767a\u8868\u306f\uff0c\u5c02\u9580\u5bb6\u306e\u89d2\u819c\u5185\u76ae\u7d30\u80de\u8a3a\u65ad\u306b\u304a\u3051\u308b\uff0c\u5c02\u9580\u5bb6\u306e\u5224\u65ad\u57fa\u6e96\u306e\u62bd\u51fa\u3092\u76ee\u7684\u3068\u3057\u305f\u30b7\u30b9\u30c6\u30e0\u3092\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u7528\u3044\u3066\u69cb\u7bc9\u3057\uff0c\u30b7\u30b9\u30c6\u30e0\u306e\u6709\u7528\u6027\u3092\u8a55\u4fa1\u3059\u308b\u5b9f\u9a13\u3092\u884c\u3063\u305f\u7d50\u679c\u306b\u3064\u3044\u3066\u306e\u767a\u8868\u3067\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\">\u8fd1\u5e74\uff0c\u89d2\u819c\u306e\u75c5\u6c17\u306b\u5bfe\u3059\u308b\u6cbb\u7642\u3067\u306f\u5c02\u9580\u5bb6\u306e\u76ee\u8996\u306b\u3088\u3063\u3066\u89d2\u819c\u306e\u8a55\u4fa1\u304c\u884c\u308f\u308c\u3066\u3044\u308b\u304c\uff0c\u76ee\u8996\u306b\u3088\u308b\u5224\u65ad\u306f\u5c02\u9580\u5bb6\u306b\u3088\u3063\u3066\u7cbe\u5ea6\u304c\u7570\u306a\u308b\u554f\u984c\u304c\u3042\u308b\uff0e\u305d\u306e\u305f\u3081\uff0c\u5927\u898f\u6a21\u30b7\u30b9\u30c6\u30e0\u306b\u3088\u308b\u8a3a\u65ad\u306e\u81ea\u52d5\u5316\u304c\u6c42\u3081\u3089\u308c\u3066\u3044\u308b\uff0e\u3088\u3063\u3066\uff0c\u672c\u7814\u7a76\u3067\u306f\u5927\u898f\u6a21\u30b7\u30b9\u30c6\u30e0\u306b\u3088\u308b\u8a3a\u65ad\u306e\u81ea\u52d5\u5316\u306e\u524d\u6bb5\u968e\u3068\u3057\u3066\u7d30\u80de\u8a3a\u65ad\u306b\u304a\u3051\u308b\u5ba2\u89b3\u7684\u8a55\u4fa1\u57fa\u6e96\u306e\u78ba\u7acb\u3092\u76ee\u7684\u3068\u3057\uff0c\u5c02\u9580\u5bb6\u304c\u826f\u597d\u3068\u5224\u65ad\u3059\u308b\u89d2\u819c\u5185\u76ae\u7d30\u80de\u753b\u50cf\u3092\u751f\u6210\u3059\u308b\u30b7\u30b9\u30c6\u30e0\u3092\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u7528\u3044\u3066\u69cb\u7bc9\u3057\u305f\uff0e\u672c\u7a3f\u3067\u306f\uff0c\u69cb\u7bc9\u3057\u305f\u30b7\u30b9\u30c6\u30e0\u306e\u6982\u8981\u3068\u30b7\u30b9\u30c6\u30e0\u306e\u6709\u7528\u6027\u3092\u8a55\u4fa1\u3059\u308b\u5b9f\u9a13\u306e\u7d50\u679c\u306b\u3064\u3044\u3066\u8ff0\u3079\u308b\uff0e<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>&nbsp;<br \/>\n\u30fb\u81ea\u5206\u306e\u8b1b\u6f14\u65e5\u7a0b\uff0c\u30bb\u30c3\u30b7\u30e7\u30f3\u540d\uff0c\u767a\u8868\u5f62\u5f0f<br \/>\n\u30fb\u4eca\u56de\u306e\u767a\u8868\u5185\u5bb9\u306b\u3064\u3044\u3066\u7c21\u5358\u306b\u8aac\u660e<\/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\u300c\u3053\u306e\u30b7\u30b9\u30c6\u30e0\u306f\u5c06\u6765\u3069\u3046\u3044\u3063\u305f\u4f7f\u3044\u65b9\u3092\u3059\u308b\u3093\u3067\u3059\u304b\uff1f\u300d<br 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\/>\n\u3053\u306e\u8cea\u554f\u3092\u9802\u3044\u305f\u65b9\u306e\u540d\u524d\u306f\u63a7\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u305b\u3093\u3067\u3057\u305f\uff0e\u3053\u306e\u8cea\u554f\u306b\u5bfe\u3057\u3066\u306f\uff0c\u300c\u672c\u30b7\u30b9\u30c6\u30e0\u3067\u4f7f\u7528\u3057\u3066\u3044\u308b\u30e2\u30c7\u30eb\u753b\u50cf\u306f\u7d30\u80de\u6570\uff0c\u9762\u7a4dSD\u5024\uff0c\u516d\u89d2\u5f62\u7387\u306e\u4e09\u3064\u306e\u7279\u5fb4\u91cf\u3092\u6301\u3063\u3066\u304a\u308a\uff0c\u30dc\u30ed\u30ce\u30a4\u56f3\u3092\u5229\u7528\u3057\u3066\u4f5c\u6210\u3057\u3066\u3044\u307e\u3059\uff0e\u30dc\u30ed\u30ce\u30a4\u56f3\u306e\u6bcd\u70b9\u306e\u6570\u3092\u7d30\u80de\u6570\u3068\u3057\uff0c\u5206\u5272\u3055\u308c\u305f\u9818\u57df\u306e\u9762\u7a4d\u306e\u6a19\u6e96\u504f\u5dee\u3092\u9762\u7a4dSD\u5024\uff0c\u516d\u89d2\u5f62\u306e\u6570\u3092\u3057\u305f\u9818\u57df\u306e\u5272\u5408\u3092\u516d\u89d2\u5f62\u7387\u3068\u3057\u3066\u3044\u307e\u3059\uff0e\u69cb\u7bc9\u3057\u305f\u30b7\u30b9\u30c6\u30e0\u3067\u306f\u3042\u3089\u304b\u3058\u3081\u5927\u91cf\u306e\u30e2\u30c7\u30eb\u753b\u50cf\u3092\u751f\u6210\u3057\u3066\u304a\u304d\uff0c\u305d\u306e\u753b\u50cf\u7fa4\u306e\u4e2d\u304b\u3089\u30e6\u30fc\u30b6\u306b\u63d0\u793a\u3057\u3066\u3044\u307e\u3059\uff0e\u300d<br \/>\n&nbsp;<\/p>\n<ul>\n<li>\u611f\u60f3<\/li>\n<\/ul>\n<p>\u4eca\u56de\u306e\u5b66\u4f1a\u306f\u6628\u5e74\u306b\u7d9a\u304d\u4e8c\u5ea6\u76ee\u306e\u53c2\u52a0\u3067\u3057\u305f\uff0e\u30b7\u30e7\u30fc\u30c8\u30d7\u30ec\u30bc\u30f3\u3067\u306f\u6642\u9593\u304c\u5927\u5e45\u306b\u30aa\u30fc\u30d0\u30fc\u3057\u3066\u3057\u307e\u3044\u3069\u3046\u306a\u308b\u304b\u3068\u601d\u3044\u307e\u3057\u305f\u304c\uff0c\u30dd\u30b9\u30bf\u30fc\u767a\u8868\u3067\u306f\u591a\u304f\u306e\u65b9\u306b\u6765\u3066\u9802\u3051\u305f\u306e\u3067\u3068\u3066\u3082\u6709\u610f\u7fa9\u306a\u767a\u8868\u3067\u3057\u305f\uff0e\u307e\u305f\uff0c\u81ea\u5206\u306e\u4ed6\u306b\u3082\u9032\u5316\u8a08\u7b97\u306e\u7814\u7a76\u3092\u3055\u308c\u3066\u3044\u308b\u65b9\u3005\u306e\u767a\u8868\u3092\u8074\u3044\u3066\uff0c\u3082\u3063\u3068\u81ea\u5206\u3082\u9811\u5f35\u3089\u306a\u3044\u3068\u3044\u3051\u306a\u3044\u306a\u3068\u611f\u3058\u307e\u3057\u305f\uff0e\u4fee\u58eb\u8ad6\u6587\u63d0\u51fa\u307e\u3067\u6b8b\u308a\u5c11\u306a\u3044\u6642\u9593\u3067\u306f\u3042\u308a\u307e\u3059\u304c\uff0c\u7cbe\u3044\u3063\u3071\u3044\u7814\u7a76\u6d3b\u52d5\u306b\u53d6\u308a\u7d44\u3093\u3067\u3044\u304d\u305f\u3044\u3068\u601d\u3044\u307e\u3059\uff0e<br \/>\n&nbsp;<br \/>\n&nbsp;<br \/>\n&nbsp;<br \/>\n&nbsp;<br \/>\n&nbsp;<br \/>\n\u8074\u8b1b<br \/>\n\u4eca\u56de\u306e\u8b1b\u6f14\u4f1a\u3067\u306f\uff0c\u4e0b\u8a18\u306e4\u4ef6\u306e\u767a\u8868\u3092\u8074\u8b1b\u3057\u307e\u3057\u305f\uff0e<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\u3000\u9032\u5316\u578b\u591a\u76ee\u7684\u6700\u9069\u5316\u306b\u3088\u308b\u7a7a\u8abf\u5236\u5fa1<br \/>\n\u8457\u8005\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a \u592a\u7530\u6075\u5927\uff0c\u6d6e\u7a74\u670b\u8208\uff0c\u4e09\u6d66\u5065\u6b21\u90ce<br \/>\n\u30bb\u30c3\u30b7\u30e7\u30f3\u540d\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a 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\/>\n&nbsp;<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\u500b\u4f53\u30d9\u30fc\u30b9\u5354\u8abf\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u3092\u5229\u7528\u3057\u305f\u5bfe\u8a71\u578b\u907a\u4f1d\u7684\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0<br \/>\n\u306e\u63d0\u6848<br \/>\n\u8457\u8005\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a\u677f\u6771\u3000\u4fe1\u592a\u6717\uff0c\u702c\u5c71\u8cb4\u4ec1\uff0c\u68df\u671d\u96c5\u6674<br \/>\n\u30bb\u30c3\u30b7\u30e7\u30f3\u540d\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \uff1a\u30dd\u30b9\u30bf\u30fc\u30bb\u30c3\u30b7\u30e7\u30f3<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u3053\u306e\u767a\u8868\u3067\u306f\uff0c\u5354\u8abf\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u3092\u7528\u3044\u3066\u500b\u4f53\u3092\u5206\u985e\u3057\uff0c\u30af\u30e9\u30a6\u30c9\u3092\u4f7f\u3063\u3066\u8907\u6570\u306e\u4eba\u304c\u5354\u8abf\u3057\u3066\u8a55\u4fa1\u3059\u308b\u3053\u3068\u306b\u3088\u3063\u3066\u4e00\u4eba\u306e\u8a55\u4fa1\u56de\u6570\u3092\u6e1b\u3089\u3059\u3068\u3044\u3063\u305f\u767a\u8868\u3067\u3057\u305f\uff0e\u79c1\u3082iGA\u306e\u7814\u7a76\u3092\u3057\u3066\u3044\u308b\u305f\u3081\uff0ciGA\u306e\u554f\u984c\u70b9\u3067\u3042\u308b\u8a55\u4fa1\u56de\u6570\u306e\u524a\u6e1b\u3092\u3042\u3089\u304b\u3058\u3081\u500b\u4f53\u3092\u5206\u985e\u3057\uff0c\u8a55\u4fa1\u3055\u305b\u308b\u3053\u3068\u3067\u5b9f\u73fe\u3057\u3088\u3046\u3068\u3059\u308b\u30a2\u30d7\u30ed\u30fc\u30c1\u306b\u975e\u5e38\u306b\u9762\u767d\u3055\u3092\u611f\u3058\u307e\u3057\u305f\uff0e\u307e\u305f\uff0c\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u4f7f\u3063\u3066\u30af\u30e9\u30a6\u30c9\u4e0a\u3067\u5927\u898f\u6a21\u306b\u8a55\u4fa1\u3092\u884c\u3046\u3068\u3044\u3063\u305f\u3068\u3053\u308d\u306b\u3082\u8208\u5473\u3092\u60f9\u304b\u308c\u307e\u3057\u305f\uff0e<br \/>\n\u30fb\u767a\u8868\u30bf\u30a4\u30c8\u30eb\uff0c\u8457\u8005\uff0c\u30bb\u30c3\u30b7\u30e7\u30f3\u540d\uff0c\u6284\u9332\u3092\u66f8\u304f<br \/>\n\u30fb\u305d\u306e\u30ec\u30d3\u30e5\u30fc\u3092\u66f8\u304f<br \/>\n&nbsp;<br \/>\n&nbsp;<br \/>\n\u53c2\u8003\u6587\u732e<\/p>\n<ul>\n<li>\u9032\u5316\u8a08\u7b97\u30b7\u30f3\u30dd\u30b8\u30a6\u30e02014, http:\/\/www.jpnsec.org\/symposium201403.html<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>2014\u5e7412\u670819\u65e5\u304b\u308920\u65e5\u306b\u304b\u3051\u307e\u3057\u3066\uff0c\u5e83\u5cf6\u770c\u5eff\u65e5\u5e02\u3067\u958b\u50ac\u3055\u308c\u307e\u3057\u305f\u9032\u5316\u8a08\u7b97\u30b7\u30f3\u30dd\u30b8\u30a6\u30e02014\u306b\u53c2\u52a0\u3044\u305f\u3057\u307e\u3057\u305f\uff0e\u672c\u7814\u7a76\u5ba4\u304b\u3089\u306f\u5ee3\u5b89\u5148\u751f\uff0c\u7530\u4e2d\u5148\u751f\uff0c\u767d\u77f3\u99ff\u82f1(M2)\uff0c\u677e\u6d66\u79c0\u884c(M2)\uff0c\u5409\u7530\u502b\u4e5f(M2)\u306e5\u540d\u304c\u53c2\u52a0 &hellip; <\/p>\n<p class=\"link-more\"><a href=\"https:\/\/is.doshisha.ac.jp\/news\/?p=2630\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;\u9032\u5316\u8a08\u7b97\u30b7\u30f3\u30dd\u30b8\u30a6\u30e02014&#8221; \u306e<\/span>\u7d9a\u304d\u3092\u8aad\u3080<\/a><\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[9],"tags":[],"class_list":["post-2630","post","type-post","status-publish","format-standard","hentry","category-9"],"_links":{"self":[{"href":"https:\/\/is.doshisha.ac.jp\/news\/index.php?rest_route=\/wp\/v2\/posts\/2630","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/is.doshisha.ac.jp\/news\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/is.doshisha.ac.jp\/news\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/is.doshisha.ac.jp\/news\/index.php?rest_route=\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/is.doshisha.ac.jp\/news\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=2630"}],"version-history":[{"count":0,"href":"https:\/\/is.doshisha.ac.jp\/news\/index.php?rest_route=\/wp\/v2\/posts\/2630\/revisions"}],"wp:attachment":[{"href":"https:\/\/is.doshisha.ac.jp\/news\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2630"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/is.doshisha.ac.jp\/news\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=2630"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/is.doshisha.ac.jp\/news\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=2630"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}