{"id":1933,"date":"2021-11-12T13:59:14","date_gmt":"2021-11-12T04:59:14","guid":{"rendered":"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/?p=1933"},"modified":"2021-11-12T13:59:14","modified_gmt":"2021-11-12T04:59:14","slug":"%e3%82%b0%e3%83%a9%e3%83%95%e5%88%86%e5%89%b2%ef%bc%88%e6%97%a5%e9%ab%99%e3%83%bb%e4%b8%8b%e6%9b%b8%e3%81%8d%ef%bc%89","status":"publish","type":"post","link":"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/2021\/11\/12\/%e3%82%b0%e3%83%a9%e3%83%95%e5%88%86%e5%89%b2%ef%bc%88%e6%97%a5%e9%ab%99%e3%83%bb%e4%b8%8b%e6%9b%b8%e3%81%8d%ef%bc%89\/","title":{"rendered":"\u91cf\u5b50\u30a2\u30cb\u30fc\u30ea\u30f3\u30b0\u306b\u3088\u308b\u30b0\u30e9\u30d5\u5206\u5272"},"content":{"rendered":"\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 counter-hierarchy ez-toc-counter ez-toc-white ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title ez-toc-toggle\" style=\"cursor:pointer\">Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/2021\/11\/12\/%e3%82%b0%e3%83%a9%e3%83%95%e5%88%86%e5%89%b2%ef%bc%88%e6%97%a5%e9%ab%99%e3%83%bb%e4%b8%8b%e6%9b%b8%e3%81%8d%ef%bc%89\/#%E6%96%87%E7%8C%AE%E6%83%85%E5%A0%B1\" >\u6587\u732e\u60c5\u5831<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/2021\/11\/12\/%e3%82%b0%e3%83%a9%e3%83%95%e5%88%86%e5%89%b2%ef%bc%88%e6%97%a5%e9%ab%99%e3%83%bb%e4%b8%8b%e6%9b%b8%e3%81%8d%ef%bc%89\/#%E3%81%BE%E3%81%88%E3%81%8C%E3%81%8D\" >\u307e\u3048\u304c\u304d<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/2021\/11\/12\/%e3%82%b0%e3%83%a9%e3%83%95%e5%88%86%e5%89%b2%ef%bc%88%e6%97%a5%e9%ab%99%e3%83%bb%e4%b8%8b%e6%9b%b8%e3%81%8d%ef%bc%89\/#%E6%A6%82%E8%A6%81\" >\u6982\u8981<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/2021\/11\/12\/%e3%82%b0%e3%83%a9%e3%83%95%e5%88%86%e5%89%b2%ef%bc%88%e6%97%a5%e9%ab%99%e3%83%bb%e4%b8%8b%e6%9b%b8%e3%81%8d%ef%bc%89\/#%E6%96%B9%E6%B3%95\" >\u65b9\u6cd5<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/2021\/11\/12\/%e3%82%b0%e3%83%a9%e3%83%95%e5%88%86%e5%89%b2%ef%bc%88%e6%97%a5%e9%ab%99%e3%83%bb%e4%b8%8b%e6%9b%b8%e3%81%8d%ef%bc%89\/#%E5%88%86%E5%89%B2%E6%95%B0%E3%81%8C2%E3%81%AE%E5%A0%B4%E5%90%88\" >\u5206\u5272\u6570\u304c2\u306e\u5834\u5408<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/2021\/11\/12\/%e3%82%b0%e3%83%a9%e3%83%95%e5%88%86%e5%89%b2%ef%bc%88%e6%97%a5%e9%ab%99%e3%83%bb%e4%b8%8b%e6%9b%b8%e3%81%8d%ef%bc%89\/#%E5%88%86%E5%89%B2%E6%95%B0%E3%81%8Ck%E3%81%AE%E5%A0%B4%E5%90%88\" >\u5206\u5272\u6570\u304ck\u306e\u5834\u5408<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/2021\/11\/12\/%e3%82%b0%e3%83%a9%e3%83%95%e5%88%86%e5%89%b2%ef%bc%88%e6%97%a5%e9%ab%99%e3%83%bb%e4%b8%8b%e6%9b%b8%e3%81%8d%ef%bc%89\/#%E3%82%B3%E3%82%B9%E3%83%88%E9%96%A2%E6%95%B0%E3%81%AE%E7%9B%AE%E7%9A%84%E9%96%A2%E6%95%B0%E9%A0%85%E3%81%AB%E3%81%A4%E3%81%84%E3%81%A6\" >\u30b3\u30b9\u30c8\u95a2\u6570\u306e\u76ee\u7684\u95a2\u6570\u9805\u306b\u3064\u3044\u3066<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/2021\/11\/12\/%e3%82%b0%e3%83%a9%e3%83%95%e5%88%86%e5%89%b2%ef%bc%88%e6%97%a5%e9%ab%99%e3%83%bb%e4%b8%8b%e6%9b%b8%e3%81%8d%ef%bc%89\/#%E3%82%B3%E3%82%B9%E3%83%88%E9%96%A2%E6%95%B0%E3%81%AE%E5%88%B6%E7%B4%84%E9%A0%85%E3%81%AB%E3%81%A4%E3%81%84%E3%81%A6\" >\u30b3\u30b9\u30c8\u95a2\u6570\u306e\u5236\u7d04\u9805\u306b\u3064\u3044\u3066<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/2021\/11\/12\/%e3%82%b0%e3%83%a9%e3%83%95%e5%88%86%e5%89%b2%ef%bc%88%e6%97%a5%e9%ab%99%e3%83%bb%e4%b8%8b%e6%9b%b8%e3%81%8d%ef%bc%89\/#%E6%B1%82%E3%82%81%E3%81%9F%E3%81%84%E3%82%B3%E3%82%B9%E3%83%88%E9%96%A2%E6%95%B0\" >\u6c42\u3081\u305f\u3044\u30b3\u30b9\u30c8\u95a2\u6570<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/2021\/11\/12\/%e3%82%b0%e3%83%a9%e3%83%95%e5%88%86%e5%89%b2%ef%bc%88%e6%97%a5%e9%ab%99%e3%83%bb%e4%b8%8b%e6%9b%b8%e3%81%8d%ef%bc%89\/#%E3%81%97%E3%81%8D%E3%81%84%E5%80%A4%E3%82%92%E4%BD%BF%E3%81%A3%E3%81%9F%E8%BE%BA%E3%81%AE%E5%89%8A%E6%B8%9B\" >\u3057\u304d\u3044\u5024\u3092\u4f7f\u3063\u305f\u8fba\u306e\u524a\u6e1b<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/2021\/11\/12\/%e3%82%b0%e3%83%a9%e3%83%95%e5%88%86%e5%89%b2%ef%bc%88%e6%97%a5%e9%ab%99%e3%83%bb%e4%b8%8b%e6%9b%b8%e3%81%8d%ef%bc%89\/#%E7%B5%90%E6%9E%9C\" >\u7d50\u679c<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/2021\/11\/12\/%e3%82%b0%e3%83%a9%e3%83%95%e5%88%86%e5%89%b2%ef%bc%88%e6%97%a5%e9%ab%99%e3%83%bb%e4%b8%8b%e6%9b%b8%e3%81%8d%ef%bc%89\/#%E7%B5%90%E8%AB%96\" >\u7d50\u8ad6<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/2021\/11\/12\/%e3%82%b0%e3%83%a9%e3%83%95%e5%88%86%e5%89%b2%ef%bc%88%e6%97%a5%e9%ab%99%e3%83%bb%e4%b8%8b%e6%9b%b8%e3%81%8d%ef%bc%89\/#%E8%AA%9E%E5%BD%99%E3%81%A8%E8%A3%9C%E8%B6%B3\" >\u8a9e\u5f59\u3068\u88dc\u8db3<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/2021\/11\/12\/%e3%82%b0%e3%83%a9%e3%83%95%e5%88%86%e5%89%b2%ef%bc%88%e6%97%a5%e9%ab%99%e3%83%bb%e4%b8%8b%e6%9b%b8%e3%81%8d%ef%bc%89\/#%E3%82%B0%E3%83%A9%E3%83%95\" >\u30b0\u30e9\u30d5<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/2021\/11\/12\/%e3%82%b0%e3%83%a9%e3%83%95%e5%88%86%e5%89%b2%ef%bc%88%e6%97%a5%e9%ab%99%e3%83%bb%e4%b8%8b%e6%9b%b8%e3%81%8d%ef%bc%89\/#%E3%82%B0%E3%83%A9%E3%83%95%E5%88%86%E5%89%B2%E5%95%8F%E9%A1%8C\" >\u30b0\u30e9\u30d5\u5206\u5272\u554f\u984c<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/2021\/11\/12\/%e3%82%b0%e3%83%a9%e3%83%95%e5%88%86%e5%89%b2%ef%bc%88%e6%97%a5%e9%ab%99%e3%83%bb%e4%b8%8b%e6%9b%b8%e3%81%8d%ef%bc%89\/#%E3%83%A9%E3%83%97%E3%83%A9%E3%82%B7%E3%82%A2%E3%83%B3%E3%83%9E%E3%83%88%E3%83%AA%E3%83%83%E3%82%AF%E3%82%B9%E3%81%A8%E3%82%B3%E3%82%B9%E3%83%88%E9%96%A2%E6%95%B0%E3%81%AE%E3%83%A1%E3%82%A4%E3%83%B3%E9%A0%85%E3%81%AE%E6%B1%82%E3%82%81%E6%96%B9\" >\u30e9\u30d7\u30e9\u30b7\u30a2\u30f3\u30de\u30c8\u30ea\u30c3\u30af\u30b9\u3068\u30b3\u30b9\u30c8\u95a2\u6570\u306e\u30e1\u30a4\u30f3\u9805\u306e\u6c42\u3081\u65b9<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/2021\/11\/12\/%e3%82%b0%e3%83%a9%e3%83%95%e5%88%86%e5%89%b2%ef%bc%88%e6%97%a5%e9%ab%99%e3%83%bb%e4%b8%8b%e6%9b%b8%e3%81%8d%ef%bc%89\/#%E9%9A%A3%E6%8E%A5%E8%A1%8C%E5%88%97%E3%81%AB%E3%81%A4%E3%81%84%E3%81%A6\" >\u96a3\u63a5\u884c\u5217\u306b\u3064\u3044\u3066<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/2021\/11\/12\/%e3%82%b0%e3%83%a9%e3%83%95%e5%88%86%e5%89%b2%ef%bc%88%e6%97%a5%e9%ab%99%e3%83%bb%e4%b8%8b%e6%9b%b8%e3%81%8d%ef%bc%89\/#%E6%AC%A1%E6%95%B0%E8%A1%8C%E5%88%97%E3%81%AB%E3%81%A4%E3%81%84%E3%81%A6\" >\u6b21\u6570\u884c\u5217\u306b\u3064\u3044\u3066<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/2021\/11\/12\/%e3%82%b0%e3%83%a9%e3%83%95%e5%88%86%e5%89%b2%ef%bc%88%e6%97%a5%e9%ab%99%e3%83%bb%e4%b8%8b%e6%9b%b8%e3%81%8d%ef%bc%89\/#%E3%83%A9%E3%83%97%E3%83%A9%E3%82%B7%E3%82%A2%E3%83%B3%E3%83%9E%E3%83%88%E3%83%AA%E3%83%83%E3%82%AF%E3%82%B9%E3%81%AE%E8%A8%88%E7%AE%97\" >\u30e9\u30d7\u30e9\u30b7\u30a2\u30f3\u30de\u30c8\u30ea\u30c3\u30af\u30b9\u306e\u8a08\u7b97<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-20\" href=\"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/2021\/11\/12\/%e3%82%b0%e3%83%a9%e3%83%95%e5%88%86%e5%89%b2%ef%bc%88%e6%97%a5%e9%ab%99%e3%83%bb%e4%b8%8b%e6%9b%b8%e3%81%8d%ef%bc%89\/#%E3%83%A9%E3%83%97%E3%83%A9%E3%82%B7%E3%82%A2%E3%83%B3%E3%83%9E%E3%83%88%E3%83%AA%E3%83%83%E3%82%AF%E3%82%B9%E3%81%AE%E5%88%A5%E3%81%AE%E6%B1%82%E3%82%81%E6%96%B9\" >\u30e9\u30d7\u30e9\u30b7\u30a2\u30f3\u30de\u30c8\u30ea\u30c3\u30af\u30b9\u306e\u5225\u306e\u6c42\u3081\u65b9<\/a><\/li><\/ul><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-21\" href=\"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/2021\/11\/12\/%e3%82%b0%e3%83%a9%e3%83%95%e5%88%86%e5%89%b2%ef%bc%88%e6%97%a5%e9%ab%99%e3%83%bb%e4%b8%8b%e6%9b%b8%e3%81%8d%ef%bc%89\/#%E6%84%9F%E6%83%B3%EF%BC%86%E3%81%82%E3%81%A8%E3%81%8C%E3%81%8D\" >\u611f\u60f3\uff06\u3042\u3068\u304c\u304d<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-22\" href=\"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/2021\/11\/12\/%e3%82%b0%e3%83%a9%e3%83%95%e5%88%86%e5%89%b2%ef%bc%88%e6%97%a5%e9%ab%99%e3%83%bb%e4%b8%8b%e6%9b%b8%e3%81%8d%ef%bc%89\/#%E6%9C%AC%E8%A8%98%E4%BA%8B%E3%81%AE%E6%8B%85%E5%BD%93%E8%80%85\" >\u672c\u8a18\u4e8b\u306e\u62c5\u5f53\u8005<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E6%96%87%E7%8C%AE%E6%83%85%E5%A0%B1\"><\/span>\u6587\u732e\u60c5\u5831<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u30bf\u30a4\u30c8\u30eb : Graph Partitioning using Quantum Annealing on the D-Wave System<br>\u8457\u8005 : Hayato Ushijima-Mwesigwa, Christian F. A. Negre, and Susan M. Mniszewski<br>\u66f8\u8a8c\u60c5\u5831\uff1a<a href=\"https:\/\/arxiv.org\/abs\/1705.03082\">https:\/\/arxiv.org\/abs\/1705.03082<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E3%81%BE%E3%81%88%E3%81%8C%E3%81%8D\"><\/span>\u307e\u3048\u304c\u304d<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u672c\u8ad6\u6587\u306f\u65e2\u306b\u30b8\u30e3\u30fc\u30ca\u30eb\u7248\u3082\u516c\u958b\u3055\u308c\u3066\u3044\u308b\u3002\u6700\u65b0\u60c5\u5831\u306b\u95a2\u3057\u3066\u306f\u305d\u3061\u3089\u3092\u53c2\u7167\u3055\u308c\u305f\u3044\u3002(<a href=\"https:\/\/doi.org\/10.1371\/journal.pone.0227538\">https:\/\/doi.org\/10.1371\/journal.pone.0227538<\/a>)<\/p>\n\n\n\n<p>\u672c\u8a18\u4e8b\u3067\u767b\u5834\u3059\u308b\u3001\u300c\u30b0\u30e9\u30d5\u5206\u5272\u554f\u984c\u300d\u3084\u300c\u30e9\u30d7\u30e9\u30b7\u30a2\u30f3\u30de\u30c8\u30ea\u30c3\u30af\u30b9\u300d\u7b49\u306e\u610f\u5473\u306b\u3064\u3044\u3066\u306e\u8a73\u7d30\u306a\u8aac\u660e\u306f\u672c\u8a18\u4e8b\u306e\u6700\u5f8c\u306e\u65b9\u306b\u3042\u308b\u8a9e\u5f59\u88dc\u8db3\u96c6\u306b\u3001\u3042\u304f\u307e\u3067\u7b46\u8005\u304c\u52c9\u5f37\u3057\u305f\u88dc\u8db3\u3068\u3057\u3066\u66f8\u3044\u3066\u3044\u308b\u305f\u3081\u53c2\u8003\u306b\u3057\u3066\u3044\u305f\u3060\u304d\u305f\u3044\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E6%A6%82%E8%A6%81\"><\/span>\u6982\u8981<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u672c\u8ad6\u6587\u3067\u306f\u3001\u30b0\u30e9\u30d5\u5206\u5272\u554f\u984c\u3092\u53d6\u308a\u6271\u3046\u3002\u30b0\u30e9\u30d5\u5206\u5272\u554f\u984c\u3068\u306f\u30b0\u30e9\u30d5\u306e\u30ce\u30fc\u30c9\u3092\u8907\u6570\u306e\u30b0\u30eb\u30fc\u30d7\u306b\u5206\u5272\u3059\u308b\u3053\u3068\u3067\u3042\u308a\u3001\u4ee5\u4e0b\u306e\u4e8c\u3064\u306e\u6761\u4ef6\u3092\u6e80\u305f\u3059\u3053\u3068\u3092\u8003\u3048\u308b\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>\u30ab\u30c3\u30c8\u3059\u308b\u8fba\u306e\u6570\u3092\u6700\u5c0f\u306b\u3059\u308b<\/li><li>\u5404\u30b0\u30eb\u30fc\u30d7\u306e\u30ce\u30fc\u30c9\u6570\u304c\u3067\u304d\u308b\u3060\u3051\u7b49\u3057\u304f\u306a\u308b\u3088\u3046\u306b\u3059\u308b<\/li><\/ul>\n\n\n\n<p>\u4eca\u56de\u306f\u30b0\u30e9\u30d5\u5206\u5272\u554f\u984c\u3092\u5206\u5272\u6570\u304c2\u306e\u5834\u5408\u306f\u30b0\u30e9\u30d5\u306e\u6700\u5c0f\u30ab\u30c3\u30c8\u3068\u3057\u3066\u3001\u5206\u5272\u6570\u304ck\u306e\u5834\u5408\u306fCommunity Detection (CD) \u3068\u3057\u3066\u3001\u305d\u308c\u305e\u308c\u30b3\u30b9\u30c8\u95a2\u6570\u3092\u5b9a\u7fa9\u3059\u308b\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u3089\u306e\u30b3\u30b9\u30c8\u95a2\u6570\u306f\u3001D-Wave Systems \u306e\u91cf\u5b50\u30a2\u30cb\u30fc\u30ea\u30f3\u30b0\u30de\u30b7\u30f3\u3092\u7528\u3044\u3066\u30d2\u30e5\u30fc\u30ea\u30b9\u30c6\u30a3\u30c3\u30af\u306b\u89e3\u304f\u3053\u3068\u304c\u53ef\u80fd\u3067\u3042\u308b\u3002\u30b3\u30b9\u30c8\u95a2\u6570\u306e\u5909\u6570\u9593\u306e\u7d50\u5408\u306f\u5b8c\u5168\u30b0\u30e9\u30d5\u306e\u5f62\u72b6\u3092\u3068\u308b\u4e00\u65b9\u3001D-Wave \u30de\u30b7\u30f3\u306e\u91cf\u5b50\u30d3\u30c3\u30c8\u9593\u306e\u7d50\u5408\u306f\u30b9\u30d1\u30fc\u30b9\u3067\u3042\u308b\u3002\u305d\u306e\u305f\u3081\u3001\u8ad6\u6587\u516c\u958b\u5f53\u6642\u306e\u6700\u65b0\u6a5f\u7a2e\u3067\u3042\u308bD-Wave 2X\u306b\u5b9f\u88c5\u53ef\u80fd\u306a\u4efb\u610f\u306e\u554f\u984c\u306e\u5909\u6570\u306f\u9ad8\u300545\u500b\u3068\u5c11\u306a\u304f\u3001\u5b9f\u969b\u306e\u5927\u304d\u306a\u554f\u984c\u306b\u5bfe\u3057\u3066\u306f\u975e\u73fe\u5b9f\u7684\u3067\u3042\u308b\u3002\u3057\u305f\u304c\u3063\u3066\u3001\u672c\u8ad6\u6587\u3067\u306f\u5b9f\u88c5\u3092\u5de5\u592b\u3059\u308b\u3053\u3068\u3067\u3001\u3055\u3089\u306b\u591a\u304f\u306e\u30ce\u30fc\u30c9\u6570\u3092\u6301\u3064\u3088\u3046\u306a\u30b0\u30e9\u30d5\u5206\u5272\u554f\u984c\u3092D-Wave \u30de\u30b7\u30f3\u3092\u7528\u3044\u3066\u89e3\u304f\u3053\u3068\u3092\u8003\u3048\u308b\u3002\u5177\u4f53\u7684\u306b\u306f\u3001\u30b0\u30e9\u30d5\u306e\u8fba\u6570\u3092\u524a\u6e1b\u3059\u308b\u305f\u3081\u306b\u3001\u8fba\u91cd\u307f\u306b\u5bfe\u3059\u308b\u3057\u304d\u3044\u5024\uff08Threshold\uff09\u3092\u5c0e\u5165\u3059\u308b\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001\u4f7f\u7528\u3059\u308b\u91cf\u5b50\u30d3\u30c3\u30c8\u306e\u6570\u306f\u3001\u30b0\u30e9\u30d5\u306e\u30ce\u30fc\u30c9\u6570\u3068\u5206\u5272\u6570\u306b\u6bd4\u4f8b\u3057\u3066\u5897\u52a0\u3059\u308b\u3002\u3057\u305f\u304c\u3063\u3066\u3001\u91cf\u5b50\u30a2\u30cb\u30fc\u30ea\u30f3\u30b0\u3067\u5168\u3066\u8a08\u7b97\u3057\u3088\u3046\u3068\u3059\u308b\u3068\u91cf\u5b50\u30d3\u30c3\u30c8\u304c\u8db3\u308a\u306a\u304f\u306a\u3063\u3066\u3057\u307e\u3046\u305f\u3081\u3001D-Wave \u30de\u30b7\u30f3\u3068\u53e4\u5178\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u306e\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u65b9\u5f0f\u3067\u3053\u306e\u554f\u984c\u306b\u53d6\u308a\u639b\u304b\u308b\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E6%96%B9%E6%B3%95\"><\/span>\u65b9\u6cd5<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u91cf\u5b50\u30a2\u30cb\u30fc\u30ea\u30f3\u30b0\u3067\u30b0\u30e9\u30d5\u5206\u5272\u554f\u984c\u3092\u89e3\u304f\u305f\u3081\u306b\u3001\u30b3\u30b9\u30c8\u95a2\u6570\u306e\u6700\u5c0f\u5316\u554f\u984c\u3068\u3057\u3066\u5b9a\u7fa9\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u3002\u672c\u8ad6\u6587\u3067\u306f\u3001\u5206\u5272\u6570\u304c2\u306e\u5834\u5408\u30683\u4ee5\u4e0a\u306e\u5834\u5408\u306b\u5206\u3051\u3066\u5b9a\u5f0f\u5316\u3092\u884c\u3046\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E5%88%86%E5%89%B2%E6%95%B0%E3%81%8C2%E3%81%AE%E5%A0%B4%E5%90%88\"><\/span>\u5206\u5272\u6570\u304c2\u306e\u5834\u5408<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u30ce\u30fc\u30c9\u306e\u96a3\u63a5\u95a2\u4fc2\u306b\u3064\u3044\u3066\u3001\u5404\u30ce\u30fc\u30c9\u9593\u306e\u91cd\u307f\u3092\u884c\u5217\u3068\u3057\u3066\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u5b9a\u7fa9\u3059\u308b\u3002<\/p>\n\n\n\n<p>\\begin{equation}<br>A_{ij} =<br>\\left \\{\\begin{array}<br>{l}0\u3000(i=j \u306e\u3068\u304d) \\\\<br>W_{ij}\u3000(i\\neq j \u306e\u3068\u304d)<br>\\end{array}\\right.<br>\\end{equation}<\/p>\n\n\n\n<p>\u305f\u3060\u3057\u3001$W_{ij}$\u306f\u8fba$ij$\u306e\u91cd\u307f\u3092\u8868\u3059\u3002$W_{ij} = 0$\u3067\u3042\u308b\u5834\u5408\u306b\u306f\u8fbaij \u304c\u5b58\u5728\u3057\u306a\u3044\u3053\u3068\u3092\u8868\u3057\u3066\u3044\u308b (\u56f31\u53c2\u7167)\u3002<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"\/T-Wave\/wp-content\/uploads\/2022\/02\/01e20b05948409296d32314122ce234d-1024x576.jpg\" alt=\"\u30b0\u30e9\u30d5\u3068\u96a3\u63a5\u884c\u5217\" class=\"wp-image-2260\" width=\"607\" height=\"341\"\/><figcaption>\u56f31. \u30b0\u30e9\u30d5\u3068\u96a3\u63a5\u884c\u5217<\/figcaption><\/figure><\/div>\n\n\n\n<p>\u6b21\u306b\u3001\u300c\u4e00\u3064\u306e\u70b9\u306b\u5bfe\u3057\u3066\u3001\u3069\u306e\u304f\u3089\u3044\u306e\u70b9\u304c\u96a3\u63a5\u3057\u3066\u3044\u308b\u304b\u3001\u307e\u305f\u3001\u3069\u308c\u3060\u3051\u306e\u91cd\u307f\u304c\u3042\u308b\u306e\u304b\u300d\u3092\u8868\u3059\u5b9a\u6570\u3092\u6b21\u5f0f\u306e\u3088\u3046\u306b\u5b9a\u7fa9\u3059\u308b (\u56f32\u53c2\u7167)\u3002<\/p>\n\n\n\n<p>$$g_i = \\displaystyle\\sum_{j}^{} A_{ij}$$<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"\/T-Wave\/wp-content\/uploads\/2022\/02\/1802783db20269aba22a3ea93b92cabe-1024x576.jpg\" alt=\"\u30e2\u30b8\u30e5\u30e9\u30ea\u30c6\u30a3\" class=\"wp-image-2261\" width=\"512\" height=\"288\"\/><figcaption>\u56f32. \u30e2\u30b8\u30e5\u30e9\u30ea\u30c6\u30a3<\/figcaption><\/figure><\/div>\n\n\n\n<p>\u3059\u308b\u3068\u3001\u30e2\u30b8\u30e5\u30e9\u30ea\u30c6\u30a3\u306f\u6b21\u5f0f\u306e\u3088\u3046\u306b\u5b9a\u7fa9\u3055\u308c\u308b\u3002\u30e2\u30b8\u30e5\u30e9\u30ea\u30c6\u30a3\u306f\u30b0\u30e9\u30d5\u5206\u5272\u554f\u984c\u306b\u304a\u3044\u3066\u3001\u5e83\u304f\u7528\u3044\u3089\u308c\u308b\u624b\u6cd5\u3067\u3042\u308b\u3002<\/p>\n\n\n\n<p>$$B = A &#8211; \\frac{gg^t}{2m}$$<\/p>\n\n\n\n<p>$$B_{ij} = A_{ij} &#8211; \\frac{g_ig_j}{2m} = A_{ij} &#8211; \\frac{g_ig_j}{\\sum_{i}^{}g_i}$$<\/p>\n\n\n\n<p>\u7d9a\u3044\u3066\u3001\u5206\u5272\u3057\u305f\u969b\u306b\u30ce\u30fc\u30c9\u304c\u3069\u306e\u30b0\u30eb\u30fc\u30d7\u306b\u5c5e\u3059\u304b\u3092\u8868\u3059\u4e8c\u5024\u5909\u6570\u3092\u5b9a\u7fa9\u3059\u308b\u30022\u3064\u306e\u30b0\u30eb\u30fc\u30d7\u306f\u7247\u65b9\u3092+1\u3001\u3082\u3046\u7247\u65b9\u3092-1\u3068\u3059\u308b\u3053\u3068\u3067\u533a\u5225\u304c\u53ef\u80fd\u3068\u306a\u308b (\u56f33\u53c2\u7167)\u3002<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"\/T-Wave\/wp-content\/uploads\/2022\/02\/479089b78010423b5702baaaa414bf52-1024x576.jpg\" alt=\"\u4e8c\u5024\u5909\u6570 (\u30b0\u30e9\u30d5\u30ab\u30c3\u30c8\u306e\u5834\u5408)\" class=\"wp-image-2262\" width=\"512\" height=\"288\"\/><figcaption>\u56f33. \u4e8c\u5024\u5909\u6570 (\u30b0\u30e9\u30d5\u30ab\u30c3\u30c8\u306e\u5834\u5408)<\/figcaption><\/figure><\/div>\n\n\n\n<p>\u6700\u7d42\u7684\u306b\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u6700\u5c0f\u5316\u3057\u305f\u3044\u30b3\u30b9\u30c8\u95a2\u6570Q(s)\u3092\u5b9a\u7fa9\u3059\u308b\u3002<\/p>\n\n\n\n<p>$$Q(s) = s^TBs$$<\/p>\n\n\n\n<p>$Q (s) $\u3092\u6700\u5c0f\u5316\u554f\u984c\u306f\u30a4\u30b8\u30f3\u30b0\u6a21\u578b\u306e\u5f62\u5f0f\u3068\u306a\u3063\u3066\u304a\u308a\u3001D-Wave\u30de\u30b7\u30f3\u3067\u5b9f\u884c\u53ef\u80fd\u306a\u5f62\u5f0f\u3068\u306a\u3063\u3066\u3044\u308b\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E5%88%86%E5%89%B2%E6%95%B0%E3%81%8Ck%E3%81%AE%E5%A0%B4%E5%90%88\"><\/span>\u5206\u5272\u6570\u304ck\u306e\u5834\u5408<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u4eca\u56de\u5b9a\u5f0f\u5316\u3059\u308b\u30b3\u30b9\u30c8\u95a2\u6570\u306f\u76ee\u7684\u95a2\u6570\u9805\u3068\u5236\u7d04\u9805\u304b\u3089\u6210\u308a\u7acb\u3063\u3066\u3044\u308b\u3002\u4ee5\u4e0b\u306b\u305d\u308c\u305e\u308c\u306b\u3064\u3044\u3066\u8aac\u660e\u3059\u308b\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E3%82%B3%E3%82%B9%E3%83%88%E9%96%A2%E6%95%B0%E3%81%AE%E7%9B%AE%E7%9A%84%E9%96%A2%E6%95%B0%E9%A0%85%E3%81%AB%E3%81%A4%E3%81%84%E3%81%A6\"><\/span>\u30b3\u30b9\u30c8\u95a2\u6570\u306e\u76ee\u7684\u95a2\u6570\u9805\u306b\u3064\u3044\u3066<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p>\u307e\u305a\u3001\u30ce\u30fc\u30c9\u304c\u3069\u306e\u30b0\u30eb\u30fc\u30d7\u306b\u5c5e\u3059\u304b\u3092\u8868\u3059\u4e8c\u5024\u5909\u6570\u3092\u5b9a\u7fa9\u3059\u308b\u3002\u4eca\u56de\u306f\u5206\u5272\u6570\u304c2\u306e\u3068\u304d\u3068\u9055\u3044\u3001\u00b11\u3060\u3051\u3067\u306f\u8868\u73fe\u3067\u304d\u306a\u3044\u3002\u305d\u306e\u305f\u3081n\uff08\u30ce\u30fc\u30c9\u6570\uff09\u00d7k\uff08\u5206\u5272\u6570\uff09\u306e\u884c\u5217\u3092\u7528\u3044\u3066\u6b21\u5f0f\u306e\u3088\u3046\u306b\u8868\u3059 (\u56f34)\u3002<\/p>\n\n\n\n<p>\\begin{equation}x_{ij} = \\left \\{\\begin{array}{l}1(\u30ce\u30fc\u30c9i\u304cj\u756a\u76ee\u306e\u30b0\u30eb\u30fc\u30d7\u306b\u3042\u308b\u3068\u304d) \\\\0\u3000(\u4e0a\u8a18\u4ee5\u5916)\\end{array}\\right.\\end{equation}<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"\/T-Wave\/wp-content\/uploads\/2022\/02\/35704bb83de8f5267c45aabef3030536-1024x576.jpg\" alt=\"\u4e8c\u5024\u5909\u6570 (Community Detection\u306e\u5834\u5408)\" class=\"wp-image-2263\" width=\"512\" height=\"288\"\/><figcaption>\u56f34. \u4e8c\u5024\u5909\u6570 (Community Detection\u306e\u5834\u5408)<\/figcaption><\/figure><\/div>\n\n\n\n<p>$$\\sum_{j=1}^{k} x_j^T L x_j$$<\/p>\n\n\n\n<p>\u3053\u3053\u3067\u3001$x_j$ \u306f\u884c\u5217$x$\u306e$j$\u756a\u76ee\u306e\u5217\u30d9\u30af\u30c8\u30eb\u3067\u3042\u308b\u3002\u3053\u306e\u76ee\u7684\u95a2\u6570\u9805\u306e\u5024\u306f\u30ab\u30c3\u30c8\u3059\u308b\u8fba\u306e\u6570\u306b\u6bd4\u4f8b\u3059\u308b\u305f\u3081\u3001\u3053\u306e\u5024\u304c\u5c0f\u3055\u3044\u307b\u3069\u826f\u3044\u5206\u5272\u3068\u306a\u308b\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E3%82%B3%E3%82%B9%E3%83%88%E9%96%A2%E6%95%B0%E3%81%AE%E5%88%B6%E7%B4%84%E9%A0%85%E3%81%AB%E3%81%A4%E3%81%84%E3%81%A6\"><\/span>\u30b3\u30b9\u30c8\u95a2\u6570\u306e\u5236\u7d04\u9805\u306b\u3064\u3044\u3066<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p>\u307e\u305a\u3001\u5404\u30ce\u30fc\u30c9\u304c\u5fc5\u305a\u305f\u3060\u4e00\u3064\u306e\u30b0\u30eb\u30fc\u30d7\u306b\u5c5e\u3059\u308b\u3088\u3046\u306b\u5236\u9650\u3059\u308b\u3088\u3046\u306a\u5236\u7d04\u9805\u3092\u5c0e\u5165\u3059\u308b\u3002\u3059\u306a\u308f\u3061\u3001\u3053\u3053\u3067\u8ab2\u3059\u5236\u7d04\u306f\u3001\u4efb\u610f\u306e$i $\u306b\u3064\u3044\u3066\u3001\u4ee5\u4e0b\u306e\u7b49\u5f0f\u304c\u6210\u7acb\u3059\u308b\u3068\u3044\u3046\u3082\u306e\u3067\u3042\u308b\u3002<\/p>\n\n\n\n<p>\\begin{equation}<br>\\sum_{j=1}^{k}x_{ij} = 1<br>\\end{equation}<\/p>\n\n\n\n<p>\u3053\u308c\u3092\u5236\u7d04\u9805\u3068\u3057\u3066\u7de9\u548c\u3059\u308b\u3053\u3068\u3067\u30b3\u30b9\u30c8\u95a2\u6570\u306b\u7d44\u307f\u8fbc\u3080\u3002\u30b3\u30b9\u30c8\u95a2\u6570\u306e\u30e1\u30a4\u30f3\u306e\u9805\u306e\u5024\u306f\u3001\u30ab\u30c3\u30c8\u3059\u308b\u8fba\u306e\u6570\u306b\u6bd4\u4f8b\u3057\u305f\u5024\u3092\u3068\u308b\u3002\u305d\u306e\u305f\u3081\u5236\u7d04\u9805\u306f\u9055\u53cd\u3059\u308b\u3068\u5024\u304c\u5927\u304d\u304f\u306a\u3063\u3066\u3057\u307e\u3046\u3088\u3046\u306b\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u8a2d\u5b9a\u3059\u308c\u3070\u3088\u3044\u3002<\/p>\n\n\n\n<p>\\begin{equation}<br>(\u5236\u7d04\u9805\u2460) = \\sum_{i=1}^{n} \u03b3_i \\left(\\sum_{i=1}^{k}x_{ij} &#8211; 1\\right)^2<br>\\end{equation}<\/p>\n\n\n\n<p>\u305f\u3060\u3057\u03b3\u306f\u5236\u7d04\u9805\u306e\u5f37\u3055\u3092\u8868\u3059\u5b9a\u6570\u3067\u3042\u308b\u3002<\/p>\n\n\n\n<p>\u6b21\u306b\u3001\u30ce\u30fc\u30c9\u304c\u3067\u304d\u308b\u3060\u3051\u5747\u7b49\u306b\u5206\u304b\u308c\u308b\u3088\u3046\u306b\u5236\u9650\u3059\u308b\u5236\u7d04\u9805\u3092\u5c0e\u5165\u3059\u308b\u3002\u305d\u306e\u305f\u3081\u306b\u306f\u3001n\u500b\u306e\u30ce\u30fc\u30c9\u3092k\u500b\u306e\u30b0\u30eb\u30fc\u30d7\u306b\u5206\u5272\u3057\u305f\u6642\u3001\u5404\u30b0\u30eb\u30fc\u30d7\u306e\u30ce\u30fc\u30c9\u6570\u3092n\/k\u306b\u8fd1\u3065\u3051\u308b\u3088\u3046\u306a\u6b21\u5f0f\u306e\u3088\u3046\u306a\u5236\u7d04\u9805\u3092\u8a2d\u3051\u308c\u3070\u3088\u3044\u3002<\/p>\n\n\n\n<p>\\begin{equation}<br>(\u5236\u7d04\u9805\u2461) = \\sum_{j=1}^{k} \u03b1_j \\left(\\sum_{i=1}^{n} x_{ij} &#8211; \\frac{n}{k}\\right)^2<br>\\end{equation}<\/p>\n\n\n\n<p>\u305f\u3060\u3057\u3001\u03b1\u306f\u5236\u7d04\u9805\u306e\u5f37\u3055\u3092\u8abf\u6574\u3059\u308b\u5b9a\u6570\u3067\u3042\u308b\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E6%B1%82%E3%82%81%E3%81%9F%E3%81%84%E3%82%B3%E3%82%B9%E3%83%88%E9%96%A2%E6%95%B0\"><\/span>\u6c42\u3081\u305f\u3044\u30b3\u30b9\u30c8\u95a2\u6570<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p>\u4ee5\u4e0a\u306b\u3088\u308a\u3001\u30b3\u30b9\u30c8\u95a2\u6570Q'(x)\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u5b9a\u7fa9\u3067\u304d\u308b\u3002<\/p>\n\n\n\n<p>\\begin{equation}<br>Q'(\\mathbf{x}) = \u03b2\\left( \\sum_{j=1}^{k}x^T_jLx_j \\right)+ \\sum_{i=1}^{n} \u03b3_i \\left( \\sum_{i=1}^{k}x_{ij} &#8211; 1 \\right) ^2 \\sum_{j=1}^{k} \u03b1_j \\left(\\sum_{i=1}^{n} x_{ij} &#8211; \\frac{n}{k} \\right) ^ 2<br>\\end{equation}<\/p>\n\n\n\n<p>\u30b3\u30b9\u30c8\u95a2\u6570Q'(x)\u306e\u6700\u5c0f\u5316\u306f\u3001QUBO (Quadratic Unconstrained Binary Optimization) \u3068\u547c\u3070\u308c\u3001D-Wave\u30de\u30b7\u30f3\u3067\u5b9f\u88c5\u53ef\u80fd\u306a\u554f\u984c\u3067\u3042\u308b\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E3%81%97%E3%81%8D%E3%81%84%E5%80%A4%E3%82%92%E4%BD%BF%E3%81%A3%E3%81%9F%E8%BE%BA%E3%81%AE%E5%89%8A%E6%B8%9B\"><\/span>\u3057\u304d\u3044\u5024\u3092\u4f7f\u3063\u305f\u8fba\u306e\u524a\u6e1b<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>D-Wave \u30de\u30b7\u30f3\u306b\u30b3\u30b9\u30c8\u95a2\u6570\u3092\u5b9f\u88c5\u3059\u308b\u969b\u306b\u306f\u3001\u30b3\u30b9\u30c8\u95a2\u6570\u306e\u5909\u6570\u9593\u306e\u96a3\u63a5\u95a2\u4fc2 (\u8fba) \u3092\u5b9f\u6a5f\u306e\u30d7\u30ed\u30bb\u30c3\u30b5\u4e0a\u306e\u30b0\u30e9\u30d5\u69cb\u9020\u306b\u5272\u308a\u5f53\u3066\u308b\u5fc5\u8981\u304c\u3042\u308b\u3002\u3053\u306e\u969b\u3001\u30de\u30a4\u30ca\u30fc\u57cb\u3081\u8fbc\u307f\u3068\u3044\u3046\u624b\u6cd5\u3092\u7528\u3044\u3089\u308c\u308b\u3002\u30de\u30a4\u30ca\u30fc\u57cb\u3081\u8fbc\u307f\u3067\u306f\u30011\u500b\u306e\u4e8c\u5024\u5909\u6570\u3092\u8907\u6570\u306e\u91cf\u5b50\u30d3\u30c3\u30c8\u3092\u7528\u3044\u3066\u8868\u73fe\u3059\u308b\u3002\u3057\u305f\u304c\u3063\u3066\u3001\u4eca\u56de\u306e\u30b3\u30b9\u30c8\u95a2\u6570\u4e2d\u306e\u5b9a\u6570B, L\u306b\u3088\u3063\u3066\u306f\u3001\u591a\u304f\u306e\u91cf\u5b50\u30d3\u30c3\u30c8\u3092\u6d88\u8cbb\u3057\u3066\u3057\u307e\u3046\u3068\u3044\u3046\u554f\u984c\u304c\u3042\u308b\u306e\u3060\u3002<\/p>\n\n\n\n<p>\u672c\u8ad6\u6587\u3067\u306f\u3001B\u307e\u305f\u306fL\u306b\u5bfe\u3057\u3066\u3057\u304d\u3044\u5024\u3092\u5c0e\u5165\u3059\u308b\u3053\u3068\u3067\u3001\u30b0\u30e9\u30d5\u5206\u5272\u306e\u7cbe\u5ea6\u3092\u6975\u529b\u843d\u3068\u3055\u305a\u306b\u5909\u6570\u9593\u306e\u8fba\u306e\u6570\u3092\u6e1b\u3089\u3059\u3002\u4f8b\u3048\u3070\u3001\u3057\u304d\u3044\u5024\u304c0.12\u306e\u3068\u304d\u30010&lt;Bij(\u3082\u3057\u304f\u306fL)&lt;0.12\u306eBij(\u3082\u3057\u304f\u306fL)\u30920\u3068\u3057\u3066\u6271\u3046\u3002<\/p>\n\n\n\n<p>\u88681\u306b\u5206\u5272\u6570\u304c2\u306e\u5834\u5408\u306b\u3057\u304d\u3044\u5024\u3092\u5c0e\u5165\u3057\u305f\u5834\u5408\u306e\u7d50\u679c\u3092\u793a\u3059\u3002\u3057\u304d\u3044\u5024\u306e\u5024\u306b\u9023\u52d5\u3057\u3066\u3001\u30e2\u30b8\u30e5\u30e9\u30ea\u30c6\u30a3\u304c\u6e1b\u3063\u3066\u3057\u307e\u3046\u4ee3\u308f\u308a\u306b\u3001\u30b3\u30b9\u30c8\u95a2\u6570\u306e\u5909\u6570\u9593\u306e\u8fba\u6570\u304c\u5c11\u306a\u304f\u306a\u3063\u3066\u3044\u308b\u3053\u3068\u304c\u5206\u304b\u308b\u3002<\/p>\n\n\n\n<div class=\"wp-block-image wp-block-table\"><figure class=\"aligncenter is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/d3i71xaburhd42.cloudfront.net\/93159d70058f52efd42e0d3cfc18375fddfd5771\/13-Table1-1.png\" alt=\"\u5206\u5272\u6570\u304c2\u306e\u5834\u5408\u306e\u3057\u304d\u3044\u5024\u3068\u30e2\u30b8\u30e5\u30e9\u30ea\u30c6\u30a3\u306e\u76f8\u95a2 \" width=\"393\" height=\"324\"\/><figcaption>\u88681\uff1a\u5206\u5272\u6570\u304c2\u306e\u5834\u5408\u306e\u3057\u304d\u3044\u5024\u3068\u30e2\u30b8\u30e5\u30e9\u30ea\u30c6\u30a3\u306e\u76f8\u95a2 (<a href=\"https:\/\/doi.org\/10.1371\/journal.pone.0227538\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/doi.org\/10.1371\/journal.pone.0227538<\/a>)<\/figcaption><\/figure><\/div>\n\n\n\n<p>\u307e\u305f\u3001\u88682\u306f\u5206\u5272\u6570\u304c4\u306e\u5834\u5408\u306b\u3057\u304d\u3044\u5024\u3092\u5c0e\u5165\u3057\u305f\u5834\u5408\u306e\u7d50\u679c\u3092\u793a\u3059\u3002<\/p>\n\n\n\n<div class=\"wp-block-image wp-block-table\"><figure class=\"aligncenter is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/d3i71xaburhd42.cloudfront.net\/93159d70058f52efd42e0d3cfc18375fddfd5771\/13-Table2-1.png\" alt=\"\u5206\u5272\u6570\u304c4\u306e\u5834\u5408\u306e\u3057\u304d\u3044\u5024\u3068\u30e2\u30b8\u30e5\u30e9\u30ea\u30c6\u30a3\u306e\u76f8\u95a2 \" width=\"393\" height=\"159\"\/><figcaption>\u88682\uff1a\u5206\u5272\u6570\u304c4\u306e\u5834\u5408\u306e\u3057\u304d\u3044\u5024\u3068\u30e2\u30b8\u30e5\u30e9\u30ea\u30c6\u30a3\u306e\u76f8\u95a2 (<a href=\"https:\/\/doi.org\/10.1371\/journal.pone.0227538\">https:\/\/doi.org\/10.1371\/journal.pone.0227538<\/a>)<\/figcaption><\/figure><\/div>\n\n\n\n<p>\u88681\u3001\u88682\u306e\u3044\u305a\u308c\u306e\u7d50\u679c\u306b\u304a\u3044\u3066\u3082\u3001\u30b3\u30b9\u30c8\u95a2\u6570\u306e\u5909\u6570\u9593\u306e\u8fba\u6570\u304c\u6e1b\u308a\u3001D-Wave \u30de\u30b7\u30f3\u306b\u57cb\u3081\u8fbc\u3080\u969b\u306b\u8981\u6c42\u3055\u308c\u308b\u91cf\u5b50\u30d3\u30c3\u30c8\u6570\u3092\u6e1b\u3089\u3059\u3053\u3068\u304c\u3067\u304d\u3066\u3044\u308b\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E7%B5%90%E6%9E%9C\"><\/span>\u7d50\u679c<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u5206\u5272\u6570\u304c2\u306e\u5834\u5408\u306b\u304a\u3044\u3066\u3001\u4e8c\u3064\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u7528\u3044\u3066\u63d0\u6848\u624b\u6cd5\u3068\u65e2\u5b58\u624b\u6cd5\uff08METIS\u3084KaHIP\uff09\u3092\u6bd4\u8f03\u3059\u308b\u3002<\/p>\n\n\n\n<p>D-Wave\u3092\u7528\u3044\u308b\u969b\u306b\u306f\u3001\u5c0f\u3055\u306a\u554f\u984c\u306b\u5bfe\u3057\u3066\u554f\u984c\u5168\u4f53\u3092\u5b9f\u6a5f\u3067\u8a08\u7b97\u3059\u308b\u5834\u5408\u3068\u3001\u5927\u304d\u306a\u554f\u984c\u306b\u5bfe\u3057\u3066\u5206\u5272\u3057\u3066\u8907\u6570\u56de\u8a08\u7b97\u3092\u884c\u3046\u5834\u5408\u306b\u4f7f\u3044\u5206\u3051\u308b\u3002\u4eca\u56de\u306f\u524d\u8005\u3092sapi\u3068\u547c\u3073\u3001\u5f8c\u8005\u3092qbsolv\u3068\u547c\u3076\u3053\u3068\u306b\u3059\u308b\u3002<\/p>\n\n\n\n<p>1\u3064\u76ee\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u306f\u6700\u592770\u306e\u9802\u70b9\u3092\u6301\u3064\u6bd4\u8f03\u7684\u5c0f\u3055\u3044\u30b0\u30e9\u30d5\u304c\u542b\u307e\u308c\u3066\u3044\u308b\u30022\u3064\u76ee\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306f\u6700\u59279000\u500b\u306e\u9802\u70b9\u3092\u6301\u3064\u30b0\u30e9\u30d5\u304b\u3089\u69cb\u6210\u3055\u308c\u3066\u3044\u308b\u3002<\/p>\n\n\n\n<p>\u7d50\u679c\u3092\u88683\u306b\u793a\u3059\u3002<\/p>\n\n\n\n<div class=\"wp-block-image wp-block-table\"><figure class=\"aligncenter is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/d3i71xaburhd42.cloudfront.net\/93159d70058f52efd42e0d3cfc18375fddfd5771\/14-Table3-1.png\" alt=\"\u30b0\u30e9\u30d5\u30ab\u30c3\u30c8\u306e\u7d50\u679c\u3002N\u306f\u30ce\u30fc\u30c9\u6570\u3001\u5404\u30bb\u30eb\u306f\u30ab\u30c3\u30c8\u3059\u308b\u8fba\u306e\u6570\u3092\u793a\u3057\u3066\u3044\u308b\u3002\" width=\"426\" height=\"299\"\/><figcaption>\u88683. \u30b0\u30e9\u30d5\u30ab\u30c3\u30c8\u306e\u7d50\u679c\u3002N\u306f\u30ce\u30fc\u30c9\u6570\u3001\u5404\u30bb\u30eb\u306f\u30ab\u30c3\u30c8\u3059\u308b\u8fba\u306e\u6570\u3092\u793a\u3057\u3066\u3044\u308b\u3002(<a href=\"https:\/\/doi.org\/10.1371\/journal.pone.0227538\">https:\/\/doi.org\/10.1371\/journal.pone.0227538<\/a>)<\/figcaption><\/figure><\/div>\n\n\n\n<p>\u6700\u521d\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u30b0\u30e9\u30d5\u306b\u3064\u3044\u3066\u3001\u524d\u8ff0\u3057\u305f\u901a\u308a\u3001D-Wave 2X\u30de\u30b7\u30f3\u306b\u3088\u308a\u30b0\u30e9\u30d5\u5206\u5272\u3067\u304d\u308b\u30ce\u30fc\u30c9\u6570\u306e\u9650\u754c\u306f45\u3067\u3042\u308b\u304c\u3001\u4eca\u56de\u306e\u691c\u8a3c\u306eQUBO\u5b9a\u5f0f\u5316\u306b\u3088\u308a\u30ce\u30fc\u30c9\u6570\u304c45\u4ee5\u4e0a\u306e\u3082\u306e\u306b\u3064\u3044\u3066\u3082\u53d6\u308a\u6271\u3046\u3053\u3068\u304c\u3067\u304d\u3066\u3044\u308b\u3002<\/p>\n\n\n\n<p>\u6b21\u306b\u3001\u4e8c\u3064\u76ee\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u306f\u3001D-Wave\u30de\u30b7\u30f3\u306b\u306fqbsolv\u3092\u4f7f\u7528\u3057\u3066\u30b0\u30e9\u30d5\u5206\u5272\u3092\u884c\u3063\u305f\u3002\u3059\u3079\u3066\u306e\u51e6\u7406\u3092\u91cf\u5b50\u30a2\u30cb\u30fc\u30ea\u30f3\u30b0\u3067\u884c\u308f\u305a\u3001\u53e4\u5178\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u3068\u306e\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u65b9\u5f0f\u3067\u884c\u3046\u3053\u3068\u306b\u3088\u308a\u3001\u30ce\u30fc\u30c9\u6570\u304c100\u3092\u8d85\u3048\u308b\u30b0\u30e9\u30d5\u306e\u5206\u5272\u304c\u53ef\u80fd\u3068\u306a\u3063\u305f\u3002\u305d\u306e\u5206\u5272\u306e\u7d50\u679c\u3092\u4ee5\u4e0b\u306e\u88684\u306b\u793a\u3059\u3002\u88681\u540c\u69d8\u3001\u5024\u306f\u30ab\u30c3\u30c8\u3059\u308b\u8fba\u306e\u6570\u3067\u3042\u308b\u3002\u307e\u305f\u3001\u4f7f\u7528\u3057\u305f\u30b0\u30e9\u30d5\u306f\uff08<a href=\"https:\/\/chriswalshaw.co.uk\/partition\/\">Chris Walshaw :: Research :: Partition Archive<\/a>\uff09\u304b\u3089\u95b2\u89a7\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/p>\n\n\n\n<div class=\"wp-block-image wp-block-table\"><figure class=\"aligncenter is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/d3i71xaburhd42.cloudfront.net\/93159d70058f52efd42e0d3cfc18375fddfd5771\/14-Table4-1.png\" alt=\"\u30b0\u30e9\u30d5\u30ab\u30c3\u30c8\u306e\u7d50\u679c\u3002N\u306f\u30ce\u30fc\u30c9\u6570\u3001\u5404\u30bb\u30eb\u306f\u30ab\u30c3\u30c8\u3059\u308b\u8fba\u306e\u6570\u3092\u793a\u3057\u3066\u3044\u308b\u3002\" width=\"572\" height=\"158\"\/><figcaption>\u88684. \u30b0\u30e9\u30d5\u30ab\u30c3\u30c8\u306e\u7d50\u679c\u3002N\u306f\u30ce\u30fc\u30c9\u6570\u3001\u5404\u30bb\u30eb\u306f\u30ab\u30c3\u30c8\u3059\u308b\u8fba\u306e\u6570\u3092\u793a\u3057\u3066\u3044\u308b\u3002(<a href=\"https:\/\/doi.org\/10.1371\/journal.pone.0227538\">https:\/\/doi.org\/10.1371\/journal.pone.0227538<\/a>)<\/figcaption><\/figure><\/div>\n\n\n\n<p>\u7d9a\u3044\u3066\u3001\u30ce\u30fc\u30c9\u6570\u304cN\u3001\u5206\u5272\u6570\u304ck=2\u00d7n(n\u306f\u81ea\u7136\u6570)\u306e\u5834\u5408\u306b\u3064\u3044\u3066\u3001\u69d8\u3005\u306a\u30b0\u30e9\u30d5\u306b\u5bfe\u3057\u3066\u5b9f\u9a13\u3092\u884c\u3063\u305f\u3002\u88685\u3001\u88686\u306b\u7d50\u679c\u3092\u793a\u3059\u3002<\/p>\n\n\n\n<div class=\"wp-block-image wp-block-table\"><figure class=\"aligncenter is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/d3i71xaburhd42.cloudfront.net\/93159d70058f52efd42e0d3cfc18375fddfd5771\/16-Table6-1.png\" alt=\"qbsolv\u3092\u7528\u3044\u305f\u30b0\u30e9\u30d5k\u5206\u5272\u306e\u7d50\u679c\u3002\u5404\u30bb\u30eb\u306f\u5206\u5272\u9593\u306e\u30ab\u30c3\u30c8\u3059\u308b\u8fba\u306e\u6570\u3092\u793a\u3057\u3066\u3044\u308b\" width=\"353\" height=\"492\"\/><figcaption>\u88685. qbsolv\u3092\u7528\u3044\u305f\u30b0\u30e9\u30d5k\u5206\u5272\u306e\u7d50\u679c\u3002\u5404\u30bb\u30eb\u306f\u5206\u5272\u9593\u306e\u30ab\u30c3\u30c8\u3059\u308b\u8fba\u306e\u6570\u3092\u793a\u3057\u3066\u3044\u308b\u3002(<a href=\"https:\/\/doi.org\/10.1371\/journal.pone.0227538\">https:\/\/doi.org\/10.1371\/journal.pone.0227538<\/a>)<\/figcaption><\/figure><\/div>\n\n\n\n<div class=\"wp-block-image wp-block-table\"><figure class=\"aligncenter is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/d3i71xaburhd42.cloudfront.net\/93159d70058f52efd42e0d3cfc18375fddfd5771\/17-Table7-1.png\" alt=\"qbsolv\u3092\u7528\u3044\u305f\u30b0\u30e9\u30d5k\u5206\u5272\u306e\u7d50\u679c\u3002\u5404\u30bb\u30eb\u306f\u5206\u5272\u9593\u306e\u30ab\u30c3\u30c8\u3059\u308b\u8fba\u306e\u6570\u3092\u793a\u3057\u3066\u3044\u308b\" width=\"327\" height=\"450\"\/><figcaption>\u88686. qbsolv\u3092\u7528\u3044\u305f\u30b0\u30e9\u30d5k\u5206\u5272\u306e\u7d50\u679c\u3002\u5404\u30bb\u30eb\u306f\u5206\u5272\u9593\u306e\u30ab\u30c3\u30c8\u3059\u308b\u8fba\u306e\u6570\u3092\u793a\u3057\u3066\u3044\u308b\u3002(<a href=\"https:\/\/doi.org\/10.1371\/journal.pone.0227538\">https:\/\/doi.org\/10.1371\/journal.pone.0227538<\/a>)<\/figcaption><\/figure><\/div>\n\n\n\n<p>\u6700\u5f8c\u306b\u5206\u5b50\u306e\u96fb\u5b50\u69cb\u9020\u30b0\u30e9\u30d5\u306b\u5bfe\u3057\u3066\u5b9f\u9a13\u3092\u884c\u3046\u3002\u88687\u306f\u3001\u4e8c\u3064\u306e\u5206\u5b50\u306b\u304a\u3044\u3066\u3001\u5206\u5272\u6570\u3092\u5909\u66f4\u3057\u305f\u5834\u5408\u306e\u7d50\u679c\u3067\u3042\u308b\u3002Pheny dendrimer\u306e\u5834\u5408\u306fqbsolv\u3092\u7528\u3044\u305f\u5834\u5408\u306e\u7d50\u679c\u306e\u65b9\u304c\u5f93\u6765\u306e\u7d50\u679c\u3088\u308a\u30ab\u30c3\u30c8\u6570\u304c\u5897\u52a0\u3057\u3066\u3057\u307e\u3063\u3066\u3044\u308b\u304c\u3001Peptide laft\u306e\u5834\u5408\u306f\u30ab\u30c3\u30c8\u6570\u306b\u7f6e\u3044\u3066\u3088\u308a\u826f\u3044\u7d50\u679c\u3092\u6b8b\u3059\u3053\u3068\u304c\u3067\u304d\u3066\u3044\u308b\u3002<\/p>\n\n\n\n<div class=\"wp-block-image wp-block-table\"><figure class=\"aligncenter is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/d3i71xaburhd42.cloudfront.net\/93159d70058f52efd42e0d3cfc18375fddfd5771\/17-Table8-1.png\" alt=\"\u5206\u5b50\u306e\u96fb\u5b50\u69cb\u9020\u30b0\u30e9\u30d5\u306ek\u5206\u5272\" width=\"492\" height=\"360\"\/><figcaption>\u88687. \u5206\u5b50\u306e\u96fb\u5b50\u69cb\u9020\u30b0\u30e9\u30d5\u306ek\u5206\u5272(<a href=\"https:\/\/doi.org\/10.1371\/journal.pone.0227538\">https:\/\/doi.org\/10.1371\/journal.pone.0227538<\/a>)<\/figcaption><\/figure><\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E7%B5%90%E8%AB%96\"><\/span>\u7d50\u8ad6<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u4eca\u56de\u5b9f\u9a13\u3057\u305f\u3001\u91cf\u5b50\u30a2\u30cb\u30fc\u30ea\u30f3\u30b0\u3068\u53e4\u5178\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u3092\u4f75\u7528\u3057\u3066\u884c\u3063\u305f\u30b0\u30e9\u30d5\u5206\u5272\u306e\u7d50\u679c\u306f\u3001\u3053\u308c\u307e\u3067\u306e\u30b0\u30e9\u30d5\u5206\u5272\u306e\u65b9\u6cd5\uff08METIS\u3084KaHIP\uff09\u3068\u540c\u7b49\u3001\u3082\u3057\u304f\u306f\u305d\u308c\u4ee5\u4e0a\u306e\u7d50\u679c\u3092\u6b8b\u3059\u3053\u3068\u3068\u306a\u3063\u305f\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001\u30e2\u30b8\u30e5\u30e9\u30ea\u30c6\u30a3\u3068\u3057\u304d\u3044\u5024\u3092\u5229\u7528\u3059\u308b\u3053\u3068\u306b\u3088\u308a\u3001\u5206\u5272\u306e\u8cea\u306b\u5bfe\u3059\u308b\u5f71\u97ff\u3092\u6291\u3048\u306a\u304c\u3089\u3001\u91cf\u5b50\u30d3\u30c3\u30c8\u6570\u3092\u6e1b\u3089\u3057\u3001\u30b0\u30e9\u30d5\u5206\u5272\u3092\u5b9f\u884c\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u305f\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E8%AA%9E%E5%BD%99%E3%81%A8%E8%A3%9C%E8%B6%B3\"><\/span>\u8a9e\u5f59\u3068\u88dc\u8db3<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u3053\u306e\u8a9e\u5f59\u88dc\u8db3\u96c6\u306f\u3053\u306e\u8a18\u4e8b\u306e\u30e9\u30a4\u30bf\u30fc\u304c\u66f8\u3044\u305f\u3082\u306e\u3067\u3042\u308a\u3001\u8ad6\u6587\u306b\u66f8\u304b\u308c\u3066\u3044\u305f\u89e3\u91c8\u3068\u305a\u308c\u3066\u3044\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u3053\u3068\u3092\u8003\u616e\u3057\u3066\u6b32\u3057\u3044\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E3%82%B0%E3%83%A9%E3%83%95\"><\/span>\u30b0\u30e9\u30d5<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u30b0\u30e9\u30d5\u3068\u306f\u3001\u70b9\uff08\u30ce\u30fc\u30c9\uff09\u3068\u8fba\uff08\u30a8\u30c3\u30b8\uff09\u304b\u3089\u306a\u308b\u7d44\u306e\u3053\u3068\u3067\u3042\u308b\u3002\u305d\u306e\u7279\u5fb4\u306f\u3001\u70b9\u540c\u58eb\u306e\u3064\u306a\u304c\u308a\u306e\u307f\u306b\u7740\u76ee\u3057\u3066\u3044\u308b\u3068\u3044\u3046\u70b9\u3067\u3042\u308b\u3002\u3059\u306a\u308f\u3061\u3001\u70b9\u540c\u58eb\u306e\u3064\u306a\u304c\u308a\u65b9\u3055\u3048\u540c\u3058\u3067\u3042\u308c\u3070\u3001\u70b9\u306e\u4f4d\u7f6e\u306f\u3069\u3053\u3067\u3082\u3088\u3044\u3068\u3044\u3046\u3053\u3068\u3067\u3042\u308b\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E3%82%B0%E3%83%A9%E3%83%95%E5%88%86%E5%89%B2%E5%95%8F%E9%A1%8C\"><\/span>\u30b0\u30e9\u30d5\u5206\u5272\u554f\u984c<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u30b0\u30e9\u30d5\u5206\u5272\u554f\u984c\u306b\u306f\u4ee5\u4e0b\u306e\uff12\u7a2e\u985e\u304c\u3042\u308b\u3002<\/p>\n\n\n\n<p>\u30fb\u30ab\u30c3\u30c8\u3059\u308b\u8fba\u306e\u6570\uff08\u91cd\u307f\uff09\u3092\u6700\u5c0f\u306b\u3059\u308b\u65b9\u6cd5<\/p>\n\n\n\n<p>\u30fb\u30e2\u30b8\u30e5\u30e9\u30ea\u30c6\u30a3\u306b\u3088\u308b\u5206\u5272<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E3%83%A9%E3%83%97%E3%83%A9%E3%82%B7%E3%82%A2%E3%83%B3%E3%83%9E%E3%83%88%E3%83%AA%E3%83%83%E3%82%AF%E3%82%B9%E3%81%A8%E3%82%B3%E3%82%B9%E3%83%88%E9%96%A2%E6%95%B0%E3%81%AE%E3%83%A1%E3%82%A4%E3%83%B3%E9%A0%85%E3%81%AE%E6%B1%82%E3%82%81%E6%96%B9\"><\/span>\u30e9\u30d7\u30e9\u30b7\u30a2\u30f3\u30de\u30c8\u30ea\u30c3\u30af\u30b9\u3068\u30b3\u30b9\u30c8\u95a2\u6570\u306e\u30e1\u30a4\u30f3\u9805\u306e\u6c42\u3081\u65b9<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u4ee5\u4e0b\u306e\u8aac\u660e\u306f\u4ee5\u4e0b\u306eURL\u304b\u3089\u95b2\u89a7\u3067\u304d\u308b\u300e\u30b0\u30e9\u30d5\u30e9\u30d7\u30e9\u30b7\u30a2\u30f3\u3092\u565b\u307f\u7815\u3044\u3066\u565b\u307f\u7815\u3044\u3066\u8de1\u5f62\u3082\u306a\u304f\u3057\u3066\u307f\u305f\u300f\uff08<a href=\"https:\/\/qiita.com\/silva0215\/items\/0d1d25ef51b6865a6e15\">https:\/\/qiita.com\/silva0215\/items\/0d1d25ef51b6865a6e15<\/a>\uff09\u3068\u3044\u3046\u8a18\u4e8b\u3092\u53c2\u8003\u306b\u3057\u3066\u3044\u308b\u3002<\/p>\n\n\n\n<p>\u30e9\u30d7\u30e9\u30b7\u30a2\u30f3\u30de\u30c8\u30ea\u30c3\u30af\u30b9\u306f\u3001\u96a3\u63a5\u884c\u5217D\u3068\u6b21\u6570\u884c\u5217A\u3092\u7528\u3044\u3066\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u5b9a\u7fa9\u3055\u308c\u3066\u3044\u308b\u3002<\/p>\n\n\n\n<p>$ L = D &#8211; A $<\/p>\n\n\n\n<p>\u4ee5\u4e0b\u306e\u30b0\u30e9\u30d5\u3092\u4f8b\u306b\u89e3\u8aac\u3059\u308b\u3002<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"\/T-Wave\/wp-content\/uploads\/2021\/11\/f9bb79f59ce992bb91bc1c2dcee66226-1024x576.jpg\" alt=\"\" class=\"wp-image-1961\" width=\"512\" height=\"288\"\/><\/figure><\/div>\n\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><\/figure>\n<\/div>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E9%9A%A3%E6%8E%A5%E8%A1%8C%E5%88%97%E3%81%AB%E3%81%A4%E3%81%84%E3%81%A6\"><\/span>\u96a3\u63a5\u884c\u5217\u306b\u3064\u3044\u3066<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p>D\uff08\u96a3\u63a5\u884c\u5217\uff09\u3068\u306f\u3001\u884c\u3082\u5217\u3082\u9802\u70b9\u306b\u5bfe\u5fdc\u3057\u3066\u304a\u308a\u3001\u9802\u70b9i\u3068\u9802\u70b9j\u304c\u3064\u306a\u304c\u3063\u3066\u3044\u308b\u5834\u5408\u306f1\u3001\u9802\u70b9i\u3068\u9802\u70b9j\u304c\u3064\u306a\u304c\u3063\u3066\u3044\u306a\u3044\u5834\u5408\u306f0\u3068\u306a\u308b\u3002\u4f8b\u3048\u3070\u3001\u9802\u70b91\u3068\u9802\u70b92\u3068\u304c\u8fba\u3067\u3064\u306a\u304c\u3063\u3066\u3044\u308b\u3068\u304d\u30011\u884c\u76ee2\u5217\u76ee\u306f1\u3068\u306a\u308b\u3002\u3055\u3089\u306b2\u884c\u76ee1\u5217\u76ee\u30821\u3068\u306a\u308b\u3002\u3088\u3063\u3066\u3001\u96a3\u63a5\u884c\u5217\u306f\u5fc5\u305a\u5bfe\u79f0\u884c\u5217\u3068\u306a\u308b\u3002<\/p>\n\n\n\n<p>\u4f8b\u306b\u6319\u3052\u305f\u30b0\u30e9\u30d5\u3067\u306f\u3001\u96a3\u63a5\u884c\u5217D\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u306a\u308b\u3002<\/p>\n\n\n\n<p>$$<br>D = \\begin{pmatrix}<br>0&amp;1&amp;1&amp;1&amp;0&amp;0 \\\\<br>1&amp;0&amp;0&amp;1&amp;0&amp;0 \\\\<br>1&amp;0&amp;0&amp;0&amp;1&amp;1 \\\\<br>1&amp;1&amp;0&amp;0&amp;0&amp;0 \\\\<br>0&amp;0&amp;1&amp;0&amp;0&amp;1 \\\\<br>0&amp;0&amp;1&amp;0&amp;1&amp;0<br>\\end{pmatrix}<br>$$<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E6%AC%A1%E6%95%B0%E8%A1%8C%E5%88%97%E3%81%AB%E3%81%A4%E3%81%84%E3%81%A6\"><\/span>\u6b21\u6570\u884c\u5217\u306b\u3064\u3044\u3066<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p>A\uff08\u6b21\u6570\u884c\u5217\uff09\u3082\u3001\u884c\u3082\u5217\u3082\u9802\u70b9\u306b\u5bfe\u5fdc\u3057\u3066\u304a\u308a\u3001\u9802\u70b9\u306b\u63a5\u7d9a\u3059\u308b\u8fba\u306e\u6570\u3092\u8868\u3057\u3066\u3044\u308b\u3002\u3059\u306a\u308f\u3061\u3001i\u884c\u76eei\u5217\u76ee\u306b\u9802\u70b9i\u304b\u3089\u51fa\u3066\u3044\u308b\u8fba\u306e\u6570\u304c\u5bfe\u5fdc\u3057\u3066\u3044\u308b\u3002\u3059\u306a\u308f\u3061\u3001\u6b21\u6570\u884c\u5217\u306f\u5bfe\u89d2\u884c\u5217\u3067\u3042\u308b\u3002<\/p>\n\n\n\n<p>\u4f8b\u306b\u6319\u3052\u305f\u30b0\u30e9\u30d5\u3067\u306f\u3001\u6b21\u6570\u884c\u5217A\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u306a\u308b\u3002<\/p>\n\n\n\n<p>$$<br>A = \\begin{pmatrix}<br>3&amp;0&amp;0&amp;0&amp;0&amp;0 \\\\<br>0&amp;2&amp;0&amp;0&amp;0&amp;0 \\\\<br>0&amp;0&amp;3&amp;0&amp;0&amp;0 \\\\<br>0&amp;0&amp;0&amp;2&amp;0&amp;0 \\\\<br>0&amp;0&amp;0&amp;0&amp;2&amp;0 \\\\<br>0&amp;0&amp;0&amp;0&amp;0&amp;2<br>\\end{pmatrix}<br>$$<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E3%83%A9%E3%83%97%E3%83%A9%E3%82%B7%E3%82%A2%E3%83%B3%E3%83%9E%E3%83%88%E3%83%AA%E3%83%83%E3%82%AF%E3%82%B9%E3%81%AE%E8%A8%88%E7%AE%97\"><\/span>\u30e9\u30d7\u30e9\u30b7\u30a2\u30f3\u30de\u30c8\u30ea\u30c3\u30af\u30b9\u306e\u8a08\u7b97<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p>\u524d\u8ff0\u3057\u305f\u3088\u3046\u306b\u3001\u30e9\u30d7\u30e9\u30b7\u30a2\u30f3\u30de\u30c8\u30ea\u30c3\u30af\u30b9\u306e\u5b9a\u7fa9\u306fL=D-A\u3067\u3042\u308b\u304b\u3089\u3001\u4f8b\u306b\u304a\u3051\u308b\u30e9\u30d7\u30e9\u30b7\u30a2\u30f3\u30de\u30c8\u30ea\u30c3\u30af\u30b9\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u306a\u308b\u3002<\/p>\n\n\n\n<p>$$<br>L = \\begin{pmatrix}<br>3&amp;-1&amp;-1&amp;-1&amp;0&amp;0 \\\\<br>-1&amp;2&amp;0&amp;-1&amp;0&amp;0 \\\\<br>-1&amp;0&amp;3&amp;0&amp;-1&amp;-1 \\\\<br>-1&amp;-1&amp;0&amp;2&amp;0&amp;0 \\\\<br>0&amp;0&amp;-1&amp;0&amp;2&amp;-1 \\\\<br>0&amp;0&amp;-1&amp;0&amp;-1&amp;2<br>\\end{pmatrix}<br>$$<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E3%83%A9%E3%83%97%E3%83%A9%E3%82%B7%E3%82%A2%E3%83%B3%E3%83%9E%E3%83%88%E3%83%AA%E3%83%83%E3%82%AF%E3%82%B9%E3%81%AE%E5%88%A5%E3%81%AE%E6%B1%82%E3%82%81%E6%96%B9\"><\/span>\u30e9\u30d7\u30e9\u30b7\u30a2\u30f3\u30de\u30c8\u30ea\u30c3\u30af\u30b9\u306e\u5225\u306e\u6c42\u3081\u65b9<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p>\u307e\u305f\u3001\u30e9\u30d7\u30e9\u30b7\u30a2\u30f3\u30de\u30c8\u30ea\u30c3\u30af\u30b9\u306b\u306f\u3001\u5225\u306e\u6c42\u3081\u65b9\u304c\u3042\u308b\u3002\u9802\u70b9i\u304b\u3089\u9802\u70b9j\u306e\u5411\u304d\u3067\u8fba\u304c\u3064\u306a\u304c\u3063\u3066\u3044\u308b\u3068\u304d\u306f1\u3001\u9006\u5411\u304d\u3067\u306f-1\u3068\u3059\u308b\u884c\u5217\uff23\u3092\u5b9a\u7fa9\u3059\u308b\u3002\u307e\u305a\u3001\u5177\u4f53\u4f8b\u306e\u30b0\u30e9\u30d5\u306e\u8fba\u306e\u5411\u304d\u3092\u4efb\u610f\u306b\u6c7a\u5b9a\u3059\u308b\u3002<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"\/T-Wave\/wp-content\/uploads\/2021\/11\/2a831ec055ed4fee4e1d0936ea40500d-1-1024x576.jpg\" alt=\"\" class=\"wp-image-1982\" width=\"512\" height=\"288\"\/><\/figure><\/div>\n\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><\/figure>\n<\/div>\n\n\n\n<p>\u3053\u306e\u3068\u304d\u3001\u884c\u5217C\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u306a\u308b\u3002<\/p>\n\n\n\n<p>$$<br>C = \\begin{pmatrix}<br>0&amp;1&amp;1&amp;-1&amp;0&amp;0&amp;0 \\\\<br>1&amp;0&amp;-1&amp;0&amp;0&amp;0&amp;0 \\\\<br>0&amp;0&amp;0&amp;1&amp;-1&amp;1&amp;0 \\\\<br>-1&amp;-1&amp;0&amp;0&amp;0&amp;0&amp;0 \\\\<br>0&amp;0&amp;0&amp;0&amp;1&amp;0&amp;1 \\\\<br>0&amp;0&amp;0&amp;0&amp;0&amp;-1&amp;-1<br>\\end{pmatrix}<br>$$<\/p>\n\n\n\n<p>\u3059\u308b\u3068\u3001\u30e9\u30d7\u30e9\u30b7\u30a2\u30f3\u30de\u30c8\u30ea\u30c3\u30af\u30b9L\u306fC\u3068C\u306e\u8ee2\u7f6e\u884c\u5217\u306e\u7a4d\u3067\u6c42\u3081\u3089\u308c\u308b\u3002<\/p>\n\n\n\n<p>$$L = C C^T$$<\/p>\n\n\n\n<p>\u30b3\u30b9\u30c8\u95a2\u6570\u306e\u30e1\u30a4\u30f3\u306e\u9805\u3092\u6c42\u3081\u308b\u3002\u3053\u3053\u3067\u3001s\u306f\u3001\u5404\u30ce\u30fc\u30c9\u304c\u3069\u306e\u30b0\u30eb\u30fc\u30d7\u306b\u5c5e\u3057\u3066\u3044\u308b\u304b\u3092\u8868\u3057\u3066\u3044\u308b\u3002\u3059\u306a\u308f\u3061\u3001\u7247\u65b9\u306e\u30a8\u30ea\u30a2\u306b\u3042\u308b\u5834\u5408\u306f\uff11\u3001\u53cd\u5bfe\u5074\u306e\u30a8\u30ea\u30a2\u306b\u3042\u308b\u969b\u306f-1\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u308b\u306e\u3067\u3042\u308b\u3002<\/p>\n\n\n\n<p>\u307e\u305a\u5206\u5272\u6570\u304c\uff12\u306e\u5834\u5408\u306b\u304a\u3051\u308b\u30e1\u30a4\u30f3\u9805\u306e\u5c0e\u51fa\u306b\u3064\u3044\u3066\u3001\u4ee5\u4e0b\u306e\u5f0f\u3092\u8003\u3048\u308b\u3002<\/p>\n\n\n\n<p>$$N_c = \\frac{1}{4} \\sum_{(i,j) \\in E}^{} (s_i &#8211; s_j)^2$$<\/p>\n\n\n\n<p>&nbsp;\u3000\u3053\u306e\u5f0f\u306b\u3064\u3044\u3066\u3001\u6dfb\u3048\u5b57i,j\u306f\u3044\u305a\u308c\u3082\u30ce\u30fc\u30c9\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u308b\u3002\u3059\u306a\u308f\u3061\u3001\u30ce\u30fc\u30c9i\u3068\u30ce\u30fc\u30c9j\u304c\u540c\u3058\u30b0\u30eb\u30fc\u30d7\u306b\u5206\u5272\u3055\u308c\u3066\u3044\u308b\u3068\u304d\u306f\u3001<\/p>\n\n\n\n<p>$${1 &#8211; 1}2 or {(-1) &#8211; (-1)}2 = 0$$<\/p>\n\n\n\n<p>\u30ce\u30fc\u30c9i\u3068\u30ce\u30fc\u30c9j\u304c\u305d\u308c\u305e\u308c\u5225\u306e\u30b0\u30eb\u30fc\u30d7\u306b\u5206\u5272\u3055\u308c\u3066\u3044\u305f\u6642\u306f\u3001<\/p>\n\n\n\n<p>$${1 &#8211; (-1)}2 or {(-1) &#8211; 1}2 = 4$$<\/p>\n\n\n\n<p>\u3053\u308c\u3092\u3059\u3079\u3066\u306e\u30ce\u30fc\u30c9\u9593\u306b\u3064\u3044\u3066\u8a08\u7b97\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u53f3\u8fba\u306e\u03a3\u4ee5\u964d\u306f\u3001\u30ab\u30c3\u30c8\u3059\u308b\u8fba\u306e\u6570\u306e\uff14\u500d\u306e\u5024\u3068\u306a\u3063\u3066\u3044\u308b\u3053\u3068\u304c\u5206\u304b\u308b\u3002<\/p>\n\n\n\n<p>\u78ba\u304b\u306b$N_c$\u306f\u30ab\u30c3\u30c8\u3059\u308b\u8fba\u306e\u6570\u306e\u3068\u306a\u3063\u3066\u3044\u308b\u3053\u3068\u304c\u5206\u304b\u308b\u3002<\/p>\n\n\n\n<p>\u6b21\u306b\u3001\u4ee5\u4e0b\u306e\u5f0f\u306b\u3064\u3044\u3066\u8003\u3048\u308b\u3002<\/p>\n\n\n\n<p>$$\\| s^T C \\|^2$$<\/p>\n\n\n\n<p>$s^T C$\u306f\u3001(1\u00d7n\u884c\u5217)\u00d7(n\u00d7n\u884c\u5217)\u3088\u308a\u3001\uff081\u00d7n\u884c\u5217\uff09\u3068\u306a\u308b\u3002\u305d\u3057\u3066\u3053\u306e\u884c\u5217\u306e\u5404\u5217\u306e\u5024\u306f\u3001\u3042\u308b\u8fba\u304c\u5206\u5272\u3055\u308c\u3066\u3044\u308b\u304b\u3092\u5224\u5b9a\u3067\u304d\u3066\u304a\u308a\u3001\u5206\u5272\u3055\u308c\u3066\u3044\u306a\u3044\u5834\u5408\u306f\uff10\uff0c\u5206\u5272\u3055\u308c\u3066\u3044\u308b\u5834\u5408\u306f\u30012\u3068\u306a\u3063\u3066\u3044\u308b\u3002\u3057\u305f\u304c\u3063\u3066\u3053\u308c\u30922\u4e57\u3057\u305f\u3068\u304d\u306e\u5024\u306f\uff14\u3067\u3042\u308a\u305d\u306e\u7dcf\u548c\u3067\u3042\u308b\u305f\u3081\u3001$\\| s^T C \\|^2$\u3082\u30ab\u30c3\u30c8\u3059\u308b\u8fba\u306e\u6570\u306e4\u500d\u3092\u8868\u3057\u3066\u3044\u308b\u3002<\/p>\n\n\n\n<p>$s^T C$\u306f\u5404\u8fba\u304c\u30ab\u30c3\u30c8\u3055\u308c\u3066\u3044\u308b\u304b\u3044\u306a\u3044\u304b\u306e\u6307\u6a19\u3092\u8868\u3059\u3053\u3068\u3068\u306a\u3063\u3066\u3044\u308b\u3002<\/p>\n\n\n\n<p>\u3086\u3048\u306b\u3001\u4ee5\u4e0b\u306e\u7b49\u5f0f\u304c\u6210\u308a\u7acb\u3064\u3002<\/p>\n\n\n\n<p>$$\\sum_{(i,j) \\in E}^{} (s_i &#8211; s_j)^2 = || s^TC ||^2$$<\/p>\n\n\n\n<p>\u3057\u305f\u304c\u3063\u3066\u3001\u30ab\u30c3\u30c8\u3059\u308b\u8fba\u306e\u6570\u3092\u6700\u5c0f\u306b\u3059\u308b\u3053\u3068\u304c\u76ee\u6a19\u3067\u3042\u308b\u305f\u3081\u3001\u30ab\u30c3\u30c8\u3059\u308b\u8fba\u306e\u6570\u306e4\u500d\u3092\u8868\u3059$|| s^TC ||^2$\u304c\u6700\u5c0f\u3068\u306a\u308b\u5834\u5408\u3092\u6c42\u3081\u308c\u3070\u3088\u3044\u3002<\/p>\n\n\n\n<p>\u3053\u3053\u3067\u3001$|| s^TC ||^2$\u306b\u3064\u3044\u3066\u3055\u3089\u306b\u5909\u5f62\u3059\u308b\u3002\u307e\u305a\u3001<\/p>\n\n\n\n<p>$$|| s^TC || = ||C^Ts||$$<\/p>\n\n\n\n<p>\u3067\u3042\u308b\u304b\u3089\u3001<\/p>\n\n\n\n<p>$$|| s^TC ||^2 = s^TCC^Ts$$<\/p>\n\n\n\n<p>\u3068\u3067\u304d\u308b\u3002\u3053\u3053\u3067\u3001\u30e9\u30d7\u30e9\u30b7\u30a2\u30f3\u30de\u30c8\u30ea\u30c3\u30af\u30b9\u306f&nbsp;<\/p>\n\n\n\n<p>$$L = CC^T$$<\/p>\n\n\n\n<p>\u3067\u3042\u308b\u3053\u3068\u304b\u3089\u3001\u6700\u7d42\u7684\u306b<\/p>\n\n\n\n<p>$$N_c = \\frac{1}{4} (s^TLs)$$<\/p>\n\n\n\n<p>\u3068\u306a\u308a\u3001\u30b3\u30b9\u30c8\u95a2\u6570\u306e\u30e1\u30a4\u30f3\u306e\u9805\u3092\u5c0e\u304f\u3053\u3068\u304c\u3067\u304d\u305f\u3002<\/p>\n\n\n\n<p>\u5206\u5272\u6570\u304ck\u306e\u5834\u5408\u3082\u3053\u308c\u3068\u540c\u69d8\u306b\u3057\u3066\u5c0e\u304f\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E6%84%9F%E6%83%B3%EF%BC%86%E3%81%82%E3%81%A8%E3%81%8C%E3%81%8D\"><\/span>\u611f\u60f3\uff06\u3042\u3068\u304c\u304d<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u4eca\u56de\u3053\u306e\u8a18\u4e8b\u3092\u66f8\u304d\u307e\u3057\u305f\u3001\u65e5\u9ad9\u3067\u3059\u3002\u5de5\u5b66\u90e8\u306e\uff11\u5e74\u751f\u3067\u521d\u3081\u3066\u82f1\u8a9e\u306e\u8ad6\u6587\u306a\u308b\u3082\u306e\u3092\u8aad\u307f\u3001\u5206\u304b\u3089\u306a\u3044\u3053\u3068\u3060\u3089\u3051\u3067\u672c\u5f53\u306b\u6642\u9593\u304c\u304b\u304b\u3063\u3066\u3057\u307e\u3044\u307e\u3057\u305f\u3002\uff08\u672c\u5f53\u306b\u3064\u3089\u304b\u3063\u305f\u3067\u3059\u30fb\u30fb\u30fb\uff09<\/p>\n\n\n\n<p>\u50d5\u304c\u672c\u5f53\u306b\u82e6\u52b4\u3057\u305f\u306e\u306f\u4ee5\u4e0b\u306e\u3053\u3068\u3067\u3001<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>\u82f1\u5358\u8a9e\u304c\u5206\u304b\u3089\u306a\u3044\u306e\u304c\u591a\u3059\u304e\u308b<\/li><li>\u300c\u30b0\u30e9\u30d5\u300d\u304c\u4f55\u304b\u5168\u304f\u5206\u304b\u3089\u306a\u304b\u3063\u305f<\/li><li>\u30b0\u30e9\u30d5\u5206\u5272\u306b\uff12\u7a2e\u985e\u3082\u65b9\u6cd5\u304c\u3042\u3063\u305f\u3053\u3068<\/li><li>\u30e9\u30d7\u30e9\u30b7\u30a2\u30f3\u30de\u30c8\u30ea\u30c3\u30af\u30b9\u30fb\u30e2\u30b8\u30e5\u30e9\u30ea\u30c6\u30a3<\/li><li>\u30b3\u30b9\u30c8\u95a2\u6570\u306e\u30e1\u30a4\u30f3\u9805\u304c\u3044\u304d\u306a\u308a$s^TLs$\u3067\u5b9a\u7fa9\u3055\u308c\u3066\u3044\u305f\u3053\u3068<\/li><\/ul>\n\n\n\n<p>\u8efd\u3044\u6c17\u6301\u3061\u3067\u3053\u306et-wave\u306e\u30d0\u30a4\u30c8\u306b\u53c2\u52a0\u3057\u3066\u3057\u307e\u3063\u305f\u3053\u3068\u3092\u5c11\u3057\u5f8c\u6094\u3057\u305f\u3053\u3068\u306f\u82e6\u3044\u601d\u3044\u51fa\u3067\u3059\u3002\u7814\u7a76\u3063\u3066\u3044\u3046\u306e\u306f\u597d\u304d\u3060\u304b\u3089\u3053\u305d\u3067\u304d\u308b\u3093\u3060\u3068\u8eab\u3092\u3082\u3063\u3066\u3001\uff11\u5e74\u751f\u306e\u6642\u70b9\u3067\u4f53\u9a13\u3067\u304d\u305f\u3053\u3068\u306f\u672c\u5f53\u306b\u5e78\u904b\u3060\u3063\u305f\u3068\u601d\u3044\u307e\u3059\u3002\u3055\u3089\u306b\u5e78\u904b\u306a\u3053\u3068\u306b\u3001\u672c\u8ad6\u6587\u3092\u901a\u3057\u3066\u3001\u50d5\u306f\u30b0\u30e9\u30d5\u3084\u91cf\u5b50\u30a2\u30cb\u30fc\u30ea\u30f3\u30b0\u306b\u8208\u5473\u3092\u6301\u3064\u3053\u3068\u304c\u3067\u304d\u305f\u306e\u3067\u3001\u82e6\u3057\u307f\u306a\u304c\u3089\u4eca\u5f8c\u3082\u52b1\u3093\u3067\u3044\u3053\u3046\u3068\u601d\u3044\u307e\u3059\uff01<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E6%9C%AC%E8%A8%98%E4%BA%8B%E3%81%AE%E6%8B%85%E5%BD%93%E8%80%85\"><\/span>\u672c\u8a18\u4e8b\u306e\u62c5\u5f53\u8005<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u65e5\u9ad8\u5149\u7a00 (\u30e1\u30f3\u30bf\u30ea\u30f3\u30b0\uff1a\u4e38\u5c71\u5c1a\u8cb4\u3001\u7fbd\u5834\u5ec9\u4e00\u90ce)<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u672c\u8ad6\u6587\u3067\u306f\u3001\u30b0\u30e9\u30d5\u5206\u5272\u554f\u984c\u3092\u53d6\u308a\u6271\u3046\u3002\u30b0\u30e9\u30d5\u5206\u5272\u554f\u984c\u3068\u306f\u30b0\u30e9\u30d5\u306e\u30ce\u30fc\u30c9\u3092\u8907\u6570\u306e\u30b0\u30eb\u30fc\u30d7\u306b\u5206\u5272\u3059\u308b\u3053\u3068\u3067\u3042\u308a\u3001\u4ee5\u4e0b\u306e\u4e8c\u3064\u306e\u6761\u4ef6\u3092\u6e80\u305f\u3059\u3053\u3068\u3092\u8003\u3048\u308b\u3002<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[10,12,24,48,49,50,52,69,72,75,112,122,124],"class_list":["post-1933","post","type-post","status-publish","format-standard","hentry","category-review","tag-d-wave","tag-d-wave-2x","tag-milp","tag-48","tag-49","tag-50","tag-52","tag-69","tag-72","tag-75","tag-112","tag-122","tag-124"],"yoast_head":"<!-- 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