{"id":3209,"date":"2022-04-18T06:00:59","date_gmt":"2022-04-17T21:00:59","guid":{"rendered":"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/?p=3209"},"modified":"2022-04-18T06:00:59","modified_gmt":"2022-04-17T21:00:59","slug":"%e9%87%8f%e5%ad%90%e3%82%a2%e3%83%8b%e3%83%bc%e3%83%aa%e3%83%b3%e3%82%b0%e3%83%9e%e3%82%b7%e3%83%b3%e3%81%ab%e3%82%88%e3%82%8b%e8%bb%8a%e4%b8%a1%e5%a1%97%e8%a3%85%e3%81%ae%e6%9c%80%e9%81%a9%e5%8c%96","status":"publish","type":"post","link":"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/2022\/04\/18\/%e9%87%8f%e5%ad%90%e3%82%a2%e3%83%8b%e3%83%bc%e3%83%aa%e3%83%b3%e3%82%b0%e3%83%9e%e3%82%b7%e3%83%b3%e3%81%ab%e3%82%88%e3%82%8b%e8%bb%8a%e4%b8%a1%e5%a1%97%e8%a3%85%e3%81%ae%e6%9c%80%e9%81%a9%e5%8c%96\/","title":{"rendered":"\u81ea\u52d5\u8eca\u88fd\u9020\u306e\u5857\u88c5\u5de5\u7a0b\u3092\u91cf\u5b50\u30a2\u30cb\u30fc\u30ea\u30f3\u30b0\u3067\u6700\u9069\u5316\u3059\u308b"},"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\/2022\/04\/18\/%e9%87%8f%e5%ad%90%e3%82%a2%e3%83%8b%e3%83%bc%e3%83%aa%e3%83%b3%e3%82%b0%e3%83%9e%e3%82%b7%e3%83%b3%e3%81%ab%e3%82%88%e3%82%8b%e8%bb%8a%e4%b8%a1%e5%a1%97%e8%a3%85%e3%81%ae%e6%9c%80%e9%81%a9%e5%8c%96\/#%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\/2022\/04\/18\/%e9%87%8f%e5%ad%90%e3%82%a2%e3%83%8b%e3%83%bc%e3%83%aa%e3%83%b3%e3%82%b0%e3%83%9e%e3%82%b7%e3%83%b3%e3%81%ab%e3%82%88%e3%82%8b%e8%bb%8a%e4%b8%a1%e5%a1%97%e8%a3%85%e3%81%ae%e6%9c%80%e9%81%a9%e5%8c%96\/#%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-3\" href=\"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/2022\/04\/18\/%e9%87%8f%e5%ad%90%e3%82%a2%e3%83%8b%e3%83%bc%e3%83%aa%e3%83%b3%e3%82%b0%e3%83%9e%e3%82%b7%e3%83%b3%e3%81%ab%e3%82%88%e3%82%8b%e8%bb%8a%e4%b8%a1%e5%a1%97%e8%a3%85%e3%81%ae%e6%9c%80%e9%81%a9%e5%8c%96\/#%E8%83%8C%E6%99%AF%E3%83%BB%E8%AA%B2%E9%A1%8C\" >\u80cc\u666f\u30fb\u8ab2\u984c<\/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\/2022\/04\/18\/%e9%87%8f%e5%ad%90%e3%82%a2%e3%83%8b%e3%83%bc%e3%83%aa%e3%83%b3%e3%82%b0%e3%83%9e%e3%82%b7%e3%83%b3%e3%81%ab%e3%82%88%e3%82%8b%e8%bb%8a%e4%b8%a1%e5%a1%97%e8%a3%85%e3%81%ae%e6%9c%80%e9%81%a9%e5%8c%96\/#%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\/2022\/04\/18\/%e9%87%8f%e5%ad%90%e3%82%a2%e3%83%8b%e3%83%bc%e3%83%aa%e3%83%b3%e3%82%b0%e3%83%9e%e3%82%b7%e3%83%b3%e3%81%ab%e3%82%88%e3%82%8b%e8%bb%8a%e4%b8%a1%e5%a1%97%e8%a3%85%e3%81%ae%e6%9c%80%e9%81%a9%e5%8c%96\/#%E3%83%9E%E3%83%AB%E3%83%81%E3%82%AB%E3%83%BC%E3%83%9A%E3%82%A4%E3%83%B3%E3%83%88%E3%82%B7%E3%83%A7%E3%83%83%E3%83%97%E5%95%8F%E9%A1%8C\" >\u30de\u30eb\u30c1\u30ab\u30fc\u30da\u30a4\u30f3\u30c8\u30b7\u30e7\u30c3\u30d7\u554f\u984c<\/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\/2022\/04\/18\/%e9%87%8f%e5%ad%90%e3%82%a2%e3%83%8b%e3%83%bc%e3%83%aa%e3%83%b3%e3%82%b0%e3%83%9e%e3%82%b7%e3%83%b3%e3%81%ab%e3%82%88%e3%82%8b%e8%bb%8a%e4%b8%a1%e5%a1%97%e8%a3%85%e3%81%ae%e6%9c%80%e9%81%a9%e5%8c%96\/#%E3%82%A4%E3%82%B8%E3%83%B3%E3%82%B0%E3%83%A2%E3%83%87%E3%83%AB%E3%81%A8%E3%81%97%E3%81%A6%E5%AE%9A%E7%BE%A9%E3%81%99%E3%82%8B\" >\u30a4\u30b8\u30f3\u30b0\u30e2\u30c7\u30eb\u3068\u3057\u3066\u5b9a\u7fa9\u3059\u308b<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/2022\/04\/18\/%e9%87%8f%e5%ad%90%e3%82%a2%e3%83%8b%e3%83%bc%e3%83%aa%e3%83%b3%e3%82%b0%e3%83%9e%e3%82%b7%e3%83%b3%e3%81%ab%e3%82%88%e3%82%8b%e8%bb%8a%e4%b8%a1%e5%a1%97%e8%a3%85%e3%81%ae%e6%9c%80%e9%81%a9%e5%8c%96\/#%E5%AE%9F%E9%A8%93%E6%96%B9%E6%B3%95\" >\u5b9f\u9a13\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-8\" href=\"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/2022\/04\/18\/%e9%87%8f%e5%ad%90%e3%82%a2%e3%83%8b%e3%83%bc%e3%83%aa%e3%83%b3%e3%82%b0%e3%83%9e%e3%82%b7%e3%83%b3%e3%81%ab%e3%82%88%e3%82%8b%e8%bb%8a%e4%b8%a1%e5%a1%97%e8%a3%85%e3%81%ae%e6%9c%80%e9%81%a9%e5%8c%96\/#%E3%83%87%E3%83%BC%E3%82%BF%E3%81%AE%E7%94%A8%E6%84%8F\" >\u30c7\u30fc\u30bf\u306e\u7528\u610f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/2022\/04\/18\/%e9%87%8f%e5%ad%90%e3%82%a2%e3%83%8b%e3%83%bc%e3%83%aa%e3%83%b3%e3%82%b0%e3%83%9e%e3%82%b7%e3%83%b3%e3%81%ab%e3%82%88%e3%82%8b%e8%bb%8a%e4%b8%a1%e5%a1%97%e8%a3%85%e3%81%ae%e6%9c%80%e9%81%a9%e5%8c%96\/#%E6%9C%80%E9%81%A9%E5%8C%96%E3%81%AE%E6%96%B9%E6%B3%95%E3%80%80\" >\u6700\u9069\u5316\u306e\u65b9\u6cd5\u3000<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/2022\/04\/18\/%e9%87%8f%e5%ad%90%e3%82%a2%e3%83%8b%e3%83%bc%e3%83%aa%e3%83%b3%e3%82%b0%e3%83%9e%e3%82%b7%e3%83%b3%e3%81%ab%e3%82%88%e3%82%8b%e8%bb%8a%e4%b8%a1%e5%a1%97%e8%a3%85%e3%81%ae%e6%9c%80%e9%81%a9%e5%8c%96\/#%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-11\" href=\"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/2022\/04\/18\/%e9%87%8f%e5%ad%90%e3%82%a2%e3%83%8b%e3%83%bc%e3%83%aa%e3%83%b3%e3%82%b0%e3%83%9e%e3%82%b7%e3%83%b3%e3%81%ab%e3%82%88%e3%82%8b%e8%bb%8a%e4%b8%a1%e5%a1%97%e8%a3%85%e3%81%ae%e6%9c%80%e9%81%a9%e5%8c%96\/#%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-12\" href=\"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/2022\/04\/18\/%e9%87%8f%e5%ad%90%e3%82%a2%e3%83%8b%e3%83%bc%e3%83%aa%e3%83%b3%e3%82%b0%e3%83%9e%e3%82%b7%e3%83%b3%e3%81%ab%e3%82%88%e3%82%8b%e8%bb%8a%e4%b8%a1%e5%a1%97%e8%a3%85%e3%81%ae%e6%9c%80%e9%81%a9%e5%8c%96\/#%E3%81%82%E3%81%A8%E3%81%8C%E3%81%8D\" >\u3042\u3068\u304c\u304d<\/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\/2022\/04\/18\/%e9%87%8f%e5%ad%90%e3%82%a2%e3%83%8b%e3%83%bc%e3%83%aa%e3%83%b3%e3%82%b0%e3%83%9e%e3%82%b7%e3%83%b3%e3%81%ab%e3%82%88%e3%82%8b%e8%bb%8a%e4%b8%a1%e5%a1%97%e8%a3%85%e3%81%ae%e6%9c%80%e9%81%a9%e5%8c%96\/#%E5%B7%BB%E6%9C%AB%E8%B3%87%E6%96%99\" >\u5dfb\u672b\u8cc7\u6599<\/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\/2022\/04\/18\/%e9%87%8f%e5%ad%90%e3%82%a2%e3%83%8b%e3%83%bc%e3%83%aa%e3%83%b3%e3%82%b0%e3%83%9e%e3%82%b7%e3%83%b3%e3%81%ab%e3%82%88%e3%82%8b%e8%bb%8a%e4%b8%a1%e5%a1%97%e8%a3%85%e3%81%ae%e6%9c%80%e9%81%a9%e5%8c%96\/#%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\uff1aMulti-car paint shop optimization with quantum annealing<br>\u8457\u8005\uff1aSheir Yarkoni, Alex Alekseyenko, Michael Streif, David Von Dollen, Florian Neukart, Thomas B\u00e4ck<br>\u66f8\u8a8c\u60c5\u5831\uff1a<a href=\"https:\/\/arxiv.org\/abs\/2109.07876\">arXiv:2109.07876<\/a><\/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>\u30de\u30eb\u30c1\u30ab\u30fc\u30da\u30a4\u30f3\u30c8\u30b7\u30e7\u30c3\u30d7\u554f\u984c\u306f\u3001\u300c\u8eca\u306b\u5857\u308b\u5857\u6599\u306e\u8272\u306e\u5909\u66f4\u56de\u6570\u3092\u3044\u304b\u306b\u5c11\u306a\u304f\u3059\u308b\u304b\u300d\u3068\u3044\u3046\u6700\u9069\u5316\u554f\u984c\u3067\u3042\u308b\u3002\u305d\u3057\u3066\u3053\u306e\u554f\u984c\u306f\u3001NP\u56f0\u96e3\u3067\u3042\u308b\u3053\u3068\u304c\u308f\u304b\u3063\u3066\u3044\u308b\u3002\u3053\u306e\u8ad6\u6587\u3067\u306f\u3001\u30de\u30eb\u30c1\u30ab\u30fc\u30da\u30a4\u30f3\u30c8\u30b7\u30e7\u30c3\u30d7\u554f\u984c\u3092\u30a4\u30b8\u30f3\u30b0\u30e2\u30c7\u30eb\u3068\u3057\u3066\u5b9a\u5f0f\u5316\u3059\u308b\u65b9\u6cd5\u3092\u793a\u3059\u3002\u305d\u3057\u3066\u3001\u5f93\u6765\u306e\u53e4\u5178\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0(\u8caa\u6b32\u6cd5)\u3001D-Wave\u306e\u91cf\u5b50\u30a2\u30cb\u30fc\u30ea\u30f3\u30b0\u30de\u30b7\u30f3\u3068\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u30bd\u30eb\u30d0\u3092\u6bd4\u8f03\u3057\u305f\u3002\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u30bd\u30eb\u30d0\u3068\u306f\u91cf\u5b50\u30a2\u30cb\u30fc\u30ea\u30f3\u30b0\u3068\u53e4\u5178\u7684\u306a\u624b\u6cd5\u3092\u7d44\u307f\u5408\u305b\u305f\u30a2\u30d7\u30ed\u30fc\u30c1\u3067\u3042\u308a\u3001D-Wave\u306b\u3088\u3063\u3066\u63d0\u4f9b\u3055\u308c\u3066\u3044\u308b\u3002\u691c\u8a3c\u306e\u7d50\u679c\u3001\u5c0f\u898f\u6a21\u306a\u554f\u984c (10~100\u53f0\u7a0b\u5ea6\u306e\u5857\u88c5\u554f\u984c) \u3067\u306f\u91cf\u5b50\u30a2\u30cb\u30fc\u30ea\u30f3\u30b0\u30de\u30b7\u30f3\u304c\u3001\u5927\u898f\u6a21\u306a\u554f\u984c (300~3000\u53f0\u7a0b\u5ea6\u306e\u5857\u88c5\u554f\u984c) \u3067\u306f\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u30bd\u30eb\u30d0\u304c\u9069\u3057\u3066\u3044\u308b\u3053\u3068\u304c\u308f\u304b\u3063\u305f\u3002\u4e00\u65b9\u3001\u5927\u898f\u6a21\u306a\u554f\u984c\u306b\u5bfe\u3057\u3066\u306f\u3001\u8caa\u6b32\u6cd5\u3068\u306e\u5927\u304d\u306a\u6027\u80fd\u5dee\u306f\u898b\u3089\u308c\u306a\u304b\u3063\u305f\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E8%83%8C%E6%99%AF%E3%83%BB%E8%AA%B2%E9%A1%8C\"><\/span>\u80cc\u666f\u30fb\u8ab2\u984c<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u91cf\u5b50\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u306e\u767b\u5834\u3067\u53e4\u5178\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u3088\u308a\u3082\u9ad8\u901f\u306a\u8a08\u7b97\u304c\u53ef\u80fd\u306b\u306a\u308b\u3053\u3068\u304c\u671f\u5f85\u3055\u308c\u3001\u305d\u308c\u306b\u95a2\u3059\u308b\u5b9f\u8a3c\u5b9f\u9a13\u304c\u76db\u3093\u306b\u306a\u3055\u308c\u3066\u3044\u308b\u3002\u3057\u304b\u3057\u3001\u7523\u696d\u4e0a\u306e\u6700\u9069\u5316\u554f\u984c\u306e\u591a\u304f\u306f\u69d8\u3005\u306a\u5909\u6570\u306e\u7a2e\u985e\uff08\u4f8b\u3048\u3070\u3001\u6574\u6570\u5024\u3084\u9023\u7d9a\u5024\uff09\u304c\u6df7\u3056\u308a\u5408\u3063\u305f\u8907\u96d1\u306a\u30e2\u30c7\u30eb\u3067\u3042\u308b\u4e00\u65b9\u3001\u73fe\u5728\u516c\u958b\u3055\u308c\u3066\u3044\u308b\u91cf\u5b50\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u3067\u306f\u5c0f\u3055\u3044\u30b9\u30b1\u30fc\u30eb\u306e\u4e8c\u5024\u6700\u9069\u5316\u554f\u984c\u306b\u3057\u304b\u5bfe\u5fdc\u3067\u304d\u306a\u3044\u3002\u305d\u306e\u305f\u3081\u3001\u91cf\u5b50\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u3092\u5229\u7528\u3057\u305f\u5927\u898f\u6a21\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306f\u672a\u3060\u73fe\u308c\u3066\u3044\u306a\u3044\u306e\u304c\u5b9f\u60c5\u3067\u3042\u308b\u3002\u305d\u3053\u3067\u7b46\u8005\u3089\u306f\u5b9f\u6a5f\u3067\u9069\u7528\u53ef\u80fd\u306a\u7523\u696d\u554f\u984c\u3092\u898b\u3064\u3051\u308b\u3053\u3068\u3092\u4e3b\u773c\u306b\u7f6e\u3044\u305f\u3002\u672c\u8ad6\u6587\u3067\u306f\u81ea\u52d5\u8eca\u7523\u696d\u306e\u8ab2\u984c\u3068\u3057\u3066\u3001Volkswagen\u306e\u81ea\u52d5\u8eca\u88fd\u9020\u306b\u6b20\u304b\u305b\u306a\u3044\u5de5\u7a0b\u3067\u3042\u308b\u8eca\u4e21\u306e\u5857\u88c5\u9806\u306e\u8a08\u7b97\u3092\u30de\u30eb\u30c1\u30ab\u30fc\u30da\u30a4\u30f3\u30c8\u30b7\u30e7\u30c3\u30d7\u554f\u984c\u3068\u3057\u3066\u5b9a\u7fa9\u3057\u3001\u305d\u306e\u30bd\u30eb\u30d0\u3068\u3057\u3066\u91cf\u5b50\u30a2\u30cb\u30fc\u30ea\u30f3\u30b0\u30de\u30b7\u30f3\u306e\u6709\u52b9\u6027\u3092\u8a55\u4fa1\u3059\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<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E3%83%9E%E3%83%AB%E3%83%81%E3%82%AB%E3%83%BC%E3%83%9A%E3%82%A4%E3%83%B3%E3%83%88%E3%82%B7%E3%83%A7%E3%83%83%E3%83%97%E5%95%8F%E9%A1%8C\"><\/span>\u30de\u30eb\u30c1\u30ab\u30fc\u30da\u30a4\u30f3\u30c8\u30b7\u30e7\u30c3\u30d7\u554f\u984c<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u30de\u30eb\u30c1\u30ab\u30fc\u30da\u30a4\u30f3\u30c8\u30b7\u30e7\u30c3\u30d7\u554f\u984c\u3068\u306f\u3001\u5165\u529b\u3068\u3057\u3066\u5857\u88c5\u3055\u308c\u308b\u8eca\u4e21\u306e\u5217\u304a\u3088\u3073\u5404\u8eca\u7a2e\u306b\u5bfe\u3057\u3066\u5404\u8272\u306e\u76ee\u6a19\u5857\u88c5\u53f0\u6570\u304c\u4e0e\u3048\u3089\u308c\u305f\u3068\u304d\u3001\u8272\u306e\u5207\u308a\u66ff\u3048\u304c\u6700\u5c0f\u3068\u306a\u308b\u3088\u3046\u306a\u5404\u8eca\u4e21\u306b\u5bfe\u3059\u308b\u8272\u306e\u5272\u308a\u5f53\u3066\u3092\u6c42\u3081\u308b\u554f\u984c\u3067\u3042\u308b\u3002\u3053\u3053\u3067\u3001\u8272\u306e\u5207\u308a\u66ff\u3048\u3068\u306f\u3001\u3042\u308b\u8eca\u4e21\u3092\u5857\u308b\u969b\u306b\u305d\u306e\u524d\u306e\u8eca\u4e21\u306e\u5857\u88c5\u8272\u3068\u306f\u7570\u306a\u308b\u8272\u3068\u306a\u308b\u3053\u3068\u3092\u6307\u3059\u3002\u30d9\u30eb\u30c8\u30b3\u30f3\u30d9\u30a2\u30fc\u4e0a\u306b\u4e26\u3076\u8eca\u8003\u3048\u305f\u3068\u304d\u3001\u3053\u308c\u3092\u524d\u304b\u3089\u9806\u756a\u306b\u8272\u3092\u5857\u308b\u969b\u306b\u3001\u8272\u306e\u5207\u308a\u66ff\u3048\u3092\u6700\u5c0f\u306b\u3057\u3066\u7740\u8272\u3067\u304d\u308c\u3070\u3001\u6700\u9069\u5316\u304c\u884c\u308f\u308c\u305f\u3068\u3044\u3046\u3053\u3068\u306b\u306a\u308b\u3002\u6700\u9069\u5316\u306f\u6b21\u306e\u3088\u3046\u306a\u65b9\u6cd5\u3067\u884c\u308f\u308c\u308b\u3002\u540c\u3058\u7a2e\u985e\u306e\u8eca\u304c\u5f8c\u308d\u306b\u3042\u308b\u306a\u3089\u3070\u3001\u524d\u306e\u8eca\u306f\u524d\u5f8c\u3068\u540c\u3058\u8272\u3092\u5857\u308a\u3001\u5f8c\u308d\u306b\u305d\u306e\u524d\u306e\u8eca\u304c\u5857\u3089\u308c\u308b\u306f\u305a\u3060\u3063\u305f\u8272\u3092\u5857\u308c\u3070\u3001\u5207\u308a\u66ff\u3048\u56de\u6570\u3092\u6e1b\u3089\u3059\u3053\u3068\u306b\u7e4b\u304c\u308b\u3002\u56f31\u306e\u4f8b\u3067\u306f\u30a2\u30eb\u30d5\u30a1\u30d9\u30c3\u30c8\u3092\u8eca\u4e21\u306e\u7a2e\u985e\u306b\u898b\u7acb\u3066\u3066\u8eca\u306e\u5f85\u3061\u884c\u5217\u3092\u8868\u73fe\u3057\u3066\u3044\u308b\u3002\u5165\u529b\u306f\u884c\u2460\u306e\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u3066\u3001\u5857\u308b\u8272\u306f\u305d\u308c\u305e\u308c\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u7528\u3044\u3066\u6c7a\u3081\u3089\u308c\u308b\u3002\u884c\u2461\u3068\u884c\u2462\u306f\u9055\u3063\u305f\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3067\u89e3\u304b\u308c\u305f\u51fa\u529b\u3067\u3042\u308b\u3002\u3053\u3053\u3067\u3001\u884c\u2461\u306e2\u756a\u76ee\u306eD\u3068\u3044\u3046\u7a2e\u985e\u306e\u8d64\u3044\u8eca\u4e21\u306810\u756a\u76ee\u306eD\u3068\u3044\u3046\u9752\u3044\u8eca\u4e21\u306f\u3001\u8eca\u4e21\u3068\u3057\u3066\u306f\u540c\u3058\u7a2e\u985e\u3067\u3082\u5857\u88c5\u3059\u308b\u8272\u304c\u9055\u3046\u3060\u3051\u306a\u306e\u3067\u3001\u524d\u5f8c\u3067\u5857\u308b\u8272\u3092\u5165\u308c\u66ff\u3048\u3066\u3082\u51fa\u529b\u3055\u308c\u308b\u8eca\u306e\u5185\u5bb9\u306f\u5909\u308f\u3089\u306a\u3044\u3002\u3088\u3063\u3066\u3001\u4ea4\u63db\u3057\u3066\u3082\u51fa\u529b\u3055\u308c\u308b\u7d50\u679c\u306f\u5909\u308f\u3089\u306a\u3044\u3002\u3053\u308c\u3092E\u3068\u3044\u3046\u8eca\u4e21\u3067\u3082\u7e70\u308a\u8fd4\u3059\u3053\u3068\u306b\u3088\u308a\u3001\u3053\u306e\u4f8b\u3067\u306f\u8272\u306e\u5207\u308a\u66ff\u3048\u56de\u6570\u3092\u884c\u2461\u306e4\u56de\u304b\u3089\u2462\u306e2\u56de\u306b\u6539\u5584\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u305f\u3002<\/p>\n\n\n\n<div class=\"wp-block-image wp-image-3461\"><figure class=\"aligncenter\"><img decoding=\"async\" src=\"\/T-Wave\/wp-content\/uploads\/2022\/04\/deb17bd5bd307fcd49379fd7617489d9-e1650342876948.jpeg\" alt=\"\" class=\"wp-image-3461\"\/><figcaption>\u56f31\uff1a\u30de\u30eb\u30c1\u30ab\u30fc\u30da\u30a4\u30f3\u30c8\u30b7\u30e7\u30c3\u30d7\u554f\u984c\u306e\u4f8b<\/figcaption><\/figure><\/div>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E3%82%A4%E3%82%B8%E3%83%B3%E3%82%B0%E3%83%A2%E3%83%87%E3%83%AB%E3%81%A8%E3%81%97%E3%81%A6%E5%AE%9A%E7%BE%A9%E3%81%99%E3%82%8B\"><\/span>\u30a4\u30b8\u30f3\u30b0\u30e2\u30c7\u30eb\u3068\u3057\u3066\u5b9a\u7fa9\u3059\u308b<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u3053\u3053\u3067\u306f\u3001\u30a4\u30b8\u30f3\u30b0\u30e2\u30c7\u30eb\u306b\u3088\u308a\u30de\u30eb\u30c1\u30ab\u30fc\u30da\u30a4\u30f3\u30c8\u30b7\u30e7\u30c3\u30d7\u554f\u984c\u3092\u8868\u73fe\u3059\u308b\u65b9\u6cd5\u3092\u793a\u3059\u3002\u4eca\u56de\u306f\u4e8c\u8272\u306e\u5857\u88c5\u306b\u3064\u3044\u3066\u6271\u3046\u3002\u307e\u305a\u3001\u30b9\u30d4\u30f3\u306e\u5411\u304d\u3068\u5857\u88c5\u3055\u308c\u308b\u8272\u3092\u7d50\u3073\u3064\u3051\u308b\u3002$ i $\u756a\u76ee\u306e\u30b9\u30d4\u30f3\u306e\u5909\u6570\u3092\u3068\u304a\u304f\u3068\u3001\u4e0a\u5411\u304d\u306e\u30b9\u30d4\u30f3($s_i=+1$\u306e\u3068\u304d)\u306f\u9ed2\u3092\u3001\u4e0b\u5411\u304d\u306e\u30b9\u30d4\u30f3($s_i=-1$\u306e\u3068\u304d)\u306f\u767d\u3092\u5857\u88c5\u3059\u308b\u3053\u3068\u3068\u3059\u308b\u3002\u307e\u305a\u3001\u96a3\u308a\u5408\u3046\u8eca\u306f\u540c\u3058\u8272\u3067\u3042\u3063\u3066\u307b\u3057\u3044\u3001\u3064\u307e\u308a\u540c\u3058\u30b9\u30d4\u30f3\u306e\u5411\u304d\u3092\u3057\u3066\u3044\u3066\u307b\u3057\u3044\u306e\u3067\u3001\u305d\u3046\u306a\u3063\u3066\u3044\u308b\u5272\u5408\u304c\u9ad8\u3044\u307b\u3069\u5024\u304c\u5c0f\u3055\u304f\u306a\u308b\u3088\u3046\u306a\u30cf\u30df\u30eb\u30c8\u30cb\u30a2\u30f3\u3092\u8003\u3048\u308b\u3002\u3059\u308b\u3068\u3001\u5f0f(1)\u306e\u3088\u3046\u306b\u66f8\u3051\u308b\u3002<\/p>\n\n\n\n<p>\\begin{equation}<br>H_A =\\,- \\sum^{N-2}_{i=0} s_i s_{i+1}\\tag{1}<br>&nbsp;\\end{equation}<\/p>\n\n\n\n<p>\u3053\u308c\u3092\u898b\u308b\u3068\u3001\u30b7\u30b0\u30de\u8a18\u53f7\u306e\u4e2d\u8eab\u306e\u9805\u3067\u306f\u3001\u96a3\u308a\u5408\u3046\u30b9\u30d4\u30f3\u304c\u540c\u3058\u5024\u3067\u3042\u308c\u30701\u304c\u3001\u7570\u306a\u308b\u5024\u3067\u3042\u308c\u3070-1\u304c\u52a0\u7b97\u3055\u308c\u3066\u3044\u304d\u3001\u305d\u306e\u7dcf\u548c\u306b\u30de\u30a4\u30ca\u30b9\u304c\u3064\u3051\u3089\u308c\u3066\u3044\u308b\u306e\u3067\u3001\u7dcf\u548c\u306e\u5024\u304c\u5927\u304d\u3044\u307b\u3069\u7d50\u679c\u306f\u5c0f\u3055\u304f\u306a\u308b\u3053\u3068\u304c\u5206\u304b\u308b\u3002\u3053\u308c\u306b\u3088\u3063\u3066\u76ee\u7684\u95a2\u6570(\u76ee\u6a19\u3092\u6e80\u305f\u3059\u307b\u3069\u5024\u304c\u6700\u5c0f\u5316\u3055\u308c\u308b\u95a2\u6570)\u304c\u8868\u73fe\u3067\u304d\u305f\u3002<\/p>\n\n\n\n<p>\u6b21\u306b\u5236\u7d04\u6761\u4ef6\u3092\u8a2d\u3051\u308b\u3002\u3053\u308c\u306f\u3001\u9867\u5ba2\u306e\u6ce8\u6587\u306b\u5fdc\u3058\u3066\u6c7a\u307e\u3063\u305f\u6570\u306e\u8eca\u304c\u767d\u3084\u9ed2\u306b\u7740\u8272\u3055\u308c\u308b\u3053\u3068\u3092\u4fdd\u8a3c\u3059\u308b\u3082\u306e\u3067\u3042\u308b\u3002\u307e\u305a\u3001\u8eca\u306e\u5f85\u3061\u884c\u5217\u3092$\\omega$\u3068\u3057\u3001$\\omega$\u306e$j$\u756a\u76ee\u306e\u8eca\u3092$\\omega_j$\u3068\u3059\u308b\u3002\u5404\u8eca\u4e21\u306b\u5bfe\u3057\u3066$ \\{ C_0, C_1, \\cdots, C_{M-1} \\} $ \u304b\u3089\u4e00\u7a2e\u985e\u306e\u8eca\u7a2e\u304c\u4e88\u3081\u5b9a\u3081\u3089\u308c\u3066\u3044\u308b\u3002\u305f\u3060\u3057\u3001$M$\u306f\u8eca\u7a2e\u306e\u7dcf\u6570\u3067\u3042\u308b\u3002\u3059\u308b\u3068\u3001$C_l ~ (l \\in \\{1, 2, \\cdots, M-1\\}) $\u3068\u3044\u3046\u8eca\u7a2e\u304c\u3001$\\omega$\u306e\u4f55\u756a\u76ee\u306b\u3044\u308b\u304b\u3092\u793a\u3059 $A(C_l)$\u3068\u3044\u3046\u96c6\u5408\u3092\u5f0f(2)\u306e\u3088\u3046\u306b\u66f8\u3051\u308b\u3002<\/p>\n\n\n\n<p>\\begin{equation} <br>A(C_l) := \\{j | \\omega _ j = C_l, j = 0, &#8230; , N-1\\}<br>\\end{equation}<\/p>\n\n\n\n<p>\u3053\u3053\u3067\u7c21\u5358\u306e\u305f\u3081\u306b\u3001\u4e00\u65e60\u307e\u305f\u306f1\u306e\u5024\u3092\u53d6\u308b\u4e8c\u5024\u5909\u6570$x_j$\u3092\u7528\u3044\u3066\u5236\u7d04\u6761\u4ef6\u3092\u5b9a\u7fa9\u3057\u3088\u3046\u3002<\/p>\n\n\n\n<p>\\begin{equation}<br>&nbsp;x_j:=<br>&nbsp;\\begin{cases}<br>&nbsp; 1 &amp;\\text{$\\omega_j\u3092\u9ed2\u3067\u5857\u308b$}\\\\<br>&nbsp; 0 &amp;\\text{$\\omega_j\u3092\u767d\u3067\u5857\u308b$}\\\\<br>&nbsp;\\end{cases}<br>\\end{equation}<\/p>\n\n\n\n<p>\u3068\u304a\u304f\u3068\u3001\u5f85\u3061\u884c\u5217\u306e\u3046\u3061\u8eca\u7a2e$C_l$\u304c\u9ed2\u306b\u5857\u3089\u308c\u308b\u53f0\u6570\u3092$\\#C_l|_B:=\\sum_{j\\in A(C_i)} x_j$\u3068\u66f8\u3051\u308b\u3002\u3053\u3053\u3067\u3001\u8eca\u7a2e$C_l$\u306b\u5bfe\u3057\u3066\u9ed2\u306b\u5857\u308b\u8eca\u306e\u53f0\u6570\u304c$k(C_l)$\u3068\u3057\u3066\u5b9a\u307e\u3063\u3066\u3044\u308b\u3068\u3059\u308b\u3068\u3001\u5168\u3066\u306e$l \\in \\{1, 2, \\cdots, M-1\\}$\u306b\u3064\u3044\u3066\u3001$\\#C_{l|B} =k(C_l)$\u3068\u3044\u3046\u95a2\u4fc2\u304c\u6e80\u305f\u3055\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u7b49\u5f0f\u5236\u7d04\u306f\u3001\u305d\u308c\u305e\u308c\u306e$l \\in \\{1, 2, \\cdots, M-1\\}$\u306b\u3064\u3044\u3066\u7f70\u91d1\u6cd5\u3068\u3044\u3046\u30c6\u30af\u30cb\u30c3\u30af\u3092\u7528\u3044\u308b\u3053\u3068\u3067\u3001\u6b21\u306e\u3088\u3046\u306b\u30cf\u30df\u30eb\u30c8\u30cb\u30a2\u30f3\u3092\u5b9a\u7fa9\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/p>\n\n\n\n<p>\\begin{eqnarray}<br>H_B &amp;=&amp; \\left( k(C_l)-\\sum_{j\\in a(C_l)} x_j \\right)^2\\\\<br>&amp;=&amp; (k(C_l))^2-2k(C_l)\\sum_{j\\in A(C_l)} x_j +\\left( \\sum_{j\\in A(C_l)} x_j \\right)^2\\\\<br>&amp;=&amp; 2\\sum_{i&lt;j \\in A(C_l)}x_i x_j + \\lbrace 1-2k(C_l)\\rbrace \\sum_{j\\in A(C_l)} x_j + (\u5b9a\u6570)<br>\\end{eqnarray}<\/p>\n\n\n\n<p>\u3053\u3053\u3067$x_j= (s_j + 1) \/ 2$\u3092\u4ee3\u5165\u3057\u30010\u307e\u305f\u306f1\u306e\u5024\u3092\u53d6\u308b\u5909\u6570\u304b\u3089-1\u307e\u305f\u306f1\u306e\u5024\u3092\u53d6\u308b\u30a4\u30b8\u30f3\u30b0\u30e2\u30c7\u30eb\u306e\u5909\u6570\u306b\u5bfe\u5fdc\u3055\u305b\u308b\u3002<\/p>\n\n\n\n<p>\\begin{eqnarray}<br>H_B &amp;=&amp; 2\\sum_{i&lt;j \\in A(C_l)}\\frac {s_i+1}{2}\\frac {s_j+1}{2} + \\lbrace 1-2k(C_l)\\rbrace\\sum_{j\\in A(C_l)} \\frac {s_j+1}{2} \\\\<br>&amp;=&amp; \\frac{1}{2}\\sum_{i&lt;j \\in A(C_l)}s_i s_j+\\frac{1}{2}(\\#C_l-1)\\sum_{j\\in A(C_l)}s_j+\\frac{1}{2}(1-2k(C_l))\\sum_{j\\in A(C_l)}s_j+(\u5b9a\u6570)<br>\\end{eqnarray}<\/p>\n\n\n\n<p>\u305f\u3060\u3057\u3001$\\#C_l = \\sum_{j}1$\u3067\u3042\u308a\u3001$\\#C_l$\u306f\u8eca\u7a2e$C_l$\u306e\u53f0\u6570\u306b\u7b49\u3057\u3044\u3002\u5f0f\u5168\u4f53\u306e\u5b9a\u6570\u500d\u3084\u5b9a\u6570\u9805\u306f\u6700\u5c0f\u5316\u554f\u984c\u306b\u5f71\u97ff\u3057\u306a\u3044\u306e\u3067\u3001\u304d\u308c\u3044\u306b\u66f8\u304d\u76f4\u3059\u3068\u6b21\u306e\u3088\u3046\u306b\u306a\u308b\u3002<\/p>\n\n\n\n<p>\\begin{equation}<br>H_B :=(\\#C_l-2k(C_l))\\sum_{j\\in A(C_l)}s_j + \\sum_{i&lt;j \\in A(C_l)}s_i s_j<br>\\end{equation}<\/p>\n\n\n\n<p>\u4ee5\u4e0a\u306e\u30cf\u30df\u30eb\u30c8\u30cb\u30a2\u30f3\u3092\u8db3\u3057\u4e0a\u3052\u308b\u3053\u3068\u3067\u3001\u30de\u30eb\u30c1\u30ab\u30fc\u30da\u30a4\u30f3\u30c8\u30b7\u30e7\u30c3\u30d7\u554f\u984c\u304c\u6b21\u5f0f\u306e\u30cf\u30df\u30eb\u30c8\u30cb\u30a2\u30f3\u3067\u8868\u3055\u308c\u308b\u30a4\u30b8\u30f3\u30b0\u30e2\u30c7\u30eb\u3068\u3057\u3066\u5b9a\u7fa9\u3067\u304d\u308b\u3002<\/p>\n\n\n\n<p>\\begin{equation}<br>H_{MPCS}=\\,- \\sum^{N-2}_{i=0} s_i s_{i+1}+\\lambda\\sum_{C_l\\in C}\\Biggl \\lbrack (\\#C_l-2k(C_l))\\sum_{j\\in A(C_l)}s_j + \\sum_{i&lt;j \\in A(C_l)}s_i s_j \\Biggr \\rbrack \\tag{3}<br>\\end{equation}<\/p>\n\n\n\n<p>$\\lambda$ \u306f\u76ee\u7684\u95a2\u6570\u306b\u5bfe\u3059\u308b\u5236\u7d04\u9805\u306e\u5f37\u3055\u306b\u5bfe\u5fdc\u3057\u3001\u6700\u9069\u89e3\u304c\u5236\u7d04\u3092\u6e80\u305f\u3059\u3088\u3046\u306b\u5341\u5206\u306b\u5927\u304d\u306a\u5024\u306b\u8a2d\u5b9a\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u3002\u4eca\u56de\u306f\u5236\u7d04\u306f\u91cd\u8981\u306a\u6761\u4ef6\u3067\u3042\u308b\u3053\u3068\u304b\u3089\u3001\u305d\u306e\u5236\u7d04\u304c\u5b88\u3089\u308c\u3066\u3044\u308b\u3053\u3068\u3092\u4fdd\u8a3c\u3059\u308b\u305f\u3081\u306b\u3001$\\lambda$\u306b\u306f$\\lambda = N$\u3092\u4ee3\u5165\u3057\u3066\u30a4\u30b8\u30f3\u30b0\u30e2\u30c7\u30eb\u3092\u4f5c\u3063\u305f(\u5dfb\u672b\u8cc7\u6599\u306b\u3066\u89e3\u8aac)\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E5%AE%9F%E9%A8%93%E6%96%B9%E6%B3%95\"><\/span>\u5b9f\u9a13\u65b9\u6cd5<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E3%83%87%E3%83%BC%E3%82%BF%E3%81%AE%E7%94%A8%E6%84%8F\"><\/span>\u30c7\u30fc\u30bf\u306e\u7528\u610f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u307e\u305a\u6700\u9069\u5316\u3092\u3059\u308b\u5bfe\u8c61\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u306e\u78ba\u4fdd\u3092\u884c\u3063\u305f\u3002\u30d5\u30a9\u30eb\u30af\u30b9\u30ef\u30fc\u30b2\u30f3\u306e\u5857\u88c5\u5de5\u5834\u3088\u308a\u5b9f\u969b\u306b\u9867\u5ba2\u304b\u3089\u6ce8\u6587\u3055\u308c\u305f\u8eca\u306e\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3057\u3001\u5408\u8a08104,334\u53f0\u306e\u8eca\u306b\u3064\u3044\u3066\u691c\u8a3c\u3092\u884c\u3063\u305f\u3002\u5b63\u7bc0\u7684\u306a\u504f\u308a\u304c\u306a\u3044\u3088\u3046\u306b\u516d\u9031\u9593\u306b\u4e00\u56de\u306e\u96c6\u8a08\u3067\u4e00\u5e74\u9593\u3001\u5168\u90e8\u3067121\u7a2e\u985e\u306e\u8eca\u306e\u30c7\u30fc\u30bf\u3092\u96c6\u3081\u305f\u3002\u305d\u306e\u3046\u306113\u7a2e\u985e\u306f\u4e00\u5ea6\u3057\u304b\u30ea\u30af\u30a8\u30b9\u30c8\u3055\u308c\u3066\u3044\u306a\u3044\u3053\u3068\u304b\u3089\u3001\u6700\u9069\u5316\u306e\u5bfe\u8c61\u304b\u3089\u9664\u5916\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u305d\u3057\u3066\u3001\u5b9f\u969b\u306b\u96c6\u8a08\u3057\u305f104,334\u53f0\u306b\u3064\u3044\u3066\u3001\u554f\u984c\u30b5\u30a4\u30ba (\u5f85\u3061\u884c\u5217\u306e\u53f0\u6570) \u3092\u8a2d\u5b9a\u3057\u3066\u30c7\u30fc\u30bf\u3092\u5206\u5272\u3059\u308b\u3002\u554f\u984c\u30b5\u30a4\u30ba\u3092\u5909\u5316\u3055\u305b\u306610\uff5e3000\u53f0\u306e\u30c7\u30fc\u30bf\u306b\u5206\u3051\u305f\u3002\u5206\u5272\u3055\u308c\u305f\u554f\u984c\u6570\u3092\u30d1\u30fc\u30c6\u30a3\u30b7\u30e7\u30f3\u6570\u3068\u3057\u3001\u305d\u308c\u306f\u5e8a\u95a2\u6570\u3092\u7528\u3044\u3066$\\lfloor\\frac{104,344}{N_{cars}}\\rfloor$\u3068\u306a\u308b\u3002(\u305f\u3060\u3057$N_{cars}$\u306f\u554f\u984c\u30b5\u30a4\u30ba)\u3002\u305d\u3053\u304b\u3089<strong>\u6709\u52b9\u306a\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9<\/strong>\u309250\u500b\u9078\u3073\u3001\u6700\u9069\u5316\u306e\u5bfe\u8c61\u3068\u3059\u308b\u3002\u6709\u52b9\u306a\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3068\u306f\u3001\u300c70%\u4ee5\u4e0a\u306e\u8eca\u304c\u767d\u9ed2\u3069\u3061\u3089\u306e\u8272\u306b\u5857\u3089\u308c\u3066\u3082\u3044\u3044\u8eca\u3067\u3042\u308b\u5834\u5408\u3001\u305d\u308c\u3092\u6709\u52b9\u306a\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3068\u3059\u308b\u300d\u3068\u5b9a\u7fa9\u3055\u308c\u305f\u3082\u306e\u3067\u3042\u308b\u3002\u306a\u305c\u3053\u306e\u3088\u3046\u306a\u5b9a\u7fa9\u304c\u5fc5\u8981\u304b\u3068\u3044\u3046\u3068\u3001\u3059\u3079\u3066\u306e\u8eca\u304c\u9ed2\u307e\u305f\u306f\u767d\u306b\u5857\u3089\u308c\u308b\u5834\u5408\u306e\u5f85\u3061\u884c\u5217\u306f\u6700\u9069\u5316\u306e\u5fc5\u8981\u304c\u306a\u3044\u305f\u3081\u3067\u3042\u308b\u3002\u56f32\u306b\u305d\u306e\u4f8b\u3092\u793a\u3059\u3002\u3088\u3063\u3066\u3001\u5165\u308c\u66ff\u3048\u306e\u5fc5\u8981\u306a\u3044\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306f\u9078\u3070\u305a\u3001\u8eca\u306e\u5165\u308c\u66ff\u3048\u304c\u53ef\u80fd\u306a\u5f85\u3061\u884c\u5217\u3092\u63a1\u7528\u3057\u305f\u3002<\/p>\n\n\n\n<div class=\"wp-block-image wp-image-3462 size-full\"><figure class=\"aligncenter\"><img decoding=\"async\" src=\"\/T-Wave\/wp-content\/uploads\/2022\/04\/7d90b81ae27a13938e211e1ed1f9a2dc-e1650342950972.jpeg\" alt=\"\" class=\"wp-image-3462\"\/><figcaption>\u56f3\uff12\uff1a\u6709\u52b9\u306a\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306e\u9078\u3073\u65b9<\/figcaption><\/figure><\/div>\n\n\n\n<p>\u3000\u305d\u3057\u3066\u3001\u305d\u308c\u305e\u308c\u306e\u554f\u984c\u30b5\u30a4\u30ba\u3068\u305d\u308c\u306b\u5bfe\u3059\u308b\u30d1\u30fc\u30c6\u30a3\u30b7\u30e7\u30f3\u6570\u3001\u6709\u52b9\u306a\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306e\u5272\u5408\u3092\u4ee5\u4e0b\u306e\u8868\uff11\u306b\u793a\u3059\u3002<\/p>\n\n\n\n<div class=\"wp-block-image wp-block-image-table\"><figure class=\"aligncenter is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"\/T-Wave\/wp-content\/uploads\/2022\/04\/Screen-Shot-2022-04-18-at-7.32.03.png\" alt=\"\" class=\"wp-image-3447\" width=\"719\" height=\"302\"\/><figcaption>\u8868\uff11\uff1a\u554f\u984c\u30b5\u30a4\u30ba\u3068\u30d1\u30fc\u30c6\u30a3\u30b7\u30e7\u30f3\u6570\u3001\u6709\u52b9\u306a\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306e\u6570\u3068\u30d1\u30fc\u30c6\u30a3\u30b7\u30e7\u30f3\u6570\u306b\u5bfe\u3059\u308b\u5272\u5408(<a href=\"https:\/\/doi.org\/10.48550\/arXiv.2109.07876\">https:\/\/doi.org\/10.48550\/arXiv.2109.07876<\/a>)<\/figcaption><\/figure><\/div>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E6%9C%80%E9%81%A9%E5%8C%96%E3%81%AE%E6%96%B9%E6%B3%95%E3%80%80\"><\/span>\u6700\u9069\u5316\u306e\u65b9\u6cd5\u3000<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u3053\u3053\u3067\u306f\u3001\u30a4\u30b8\u30f3\u30b0\u30e2\u30c7\u30eb\u306e\u89e3\u3092\u6c42\u3081\u308b\u624b\u6bb5\u3092\uff16\u3064\u793a\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305a\u4e00\u3064\u76ee\u306f<strong>\u30e9\u30f3\u30c0\u30e0<\/strong>\u3067\u3042\u308b\u3002\u3053\u308c\u306f\u6700\u9069\u5316\u306a\u3057\u3067\u3001\u5148\u7740\u9806\u306b\u8eca\u306e\u30c7\u30fc\u30bf\u306b\u5fdc\u3058\u3066\u7740\u8272\u3057\u3066\u3044\u304f\u65b9\u6cd5\u3067\u3042\u308b\u3002<\/p>\n\n\n\n<p>\u4e8c\u3064\u76ee<strong>\u30d6\u30e9\u30c3\u30af\u30d5\u30a1\u30fc\u30b9\u30c8<\/strong>\u3067\u3042\u308b\u3002\u30de\u30eb\u30c1\u30ab\u30fc\u30da\u30a4\u30f3\u30c8\u30b7\u30e7\u30c3\u30d7\u554f\u984c\u3092\u89e3\u304f\u305f\u3081\u8caa\u6b32\u306b\u63a2\u7d22\u3059\u308b\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3067\u3042\u308b\u3002\u65b9\u6cd5\u3068\u3057\u3066\u306f\u3001\u5148\u982d\u304b\u3089\u6b21\u306b\u767d\u3092\u5857\u3089\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u72b6\u6cc1\u306b\u306a\u308b\u307e\u3067\u9ed2\u3092\u5272\u308a\u5f53\u3066\u3066\u3044\u304f\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3067\u3042\u308b\u3002\u56f33\u306b\u4f8b\u3092\u793a\u3059\u3002\u8caa\u6b32\u306b\u5f97\u3089\u308c\u305f\u89e3\u306f\u3001\u554f\u984c\u30b5\u30a4\u30ba\u306b\u6bd4\u4f8b\u3057\u3066\u8272\u5909\u66f4\u306e\u56de\u6570\u3082\u5897\u3048\u3001\u5c11\u6570\u306e\u5834\u5408\u3092\u9664\u3044\u3066\u6700\u9069\u3067\u306a\u3044\u3002<\/p>\n\n\n\n<div class=\"wp-block-image wp-image-3463 size-full\"><figure class=\"aligncenter\"><img decoding=\"async\" src=\"\/T-Wave\/wp-content\/uploads\/2022\/04\/40e3078c472ee171d679268e4eda7e8b-e1650343300152.jpeg\" alt=\"\" class=\"wp-image-3463\"\/><figcaption>\u56f33:\u30d6\u30e9\u30c3\u30af\u30d5\u30a1\u30fc\u30b9\u30c8\u306e\u30a4\u30e1\u30fc\u30b8<\/figcaption><\/figure><\/div>\n\n\n\n<p>\u4e09\u3064\u76ee\u306f<strong>\u30b7\u30df\u30e5\u30ec\u30fc\u30c6\u30c3\u30c9\u30a2\u30cb\u30fc\u30ea\u30f3\u30b0<\/strong>\u3067\u3042\u308b\u3002\u91d1\u5c5e\u306e\u6e29\u5ea6\u3092\u4e0a\u3052\u3001\u51b7\u307e\u3057\u3066\u3044\u304f\u904e\u7a0b\u3067\u79e9\u5e8f\u306e\u3042\u308b\u69cb\u9020\u3092\u4f5c\u308a\u51fa\u3059\u69d8\u5b50\u3092\u53e4\u5178\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u3067\u518d\u73fe\u3057\u305f\u3082\u306e\u3067\u3042\u308b\u3002\u3053\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u4f7f\u3063\u3066\u6700\u9069\u5316\u3092\u884c\u3046\u3002<\/p>\n\n\n\n<p>\u56db\u3064\u76ee\u306f<strong>\u91cf\u5b50\u30a2\u30cb\u30fc\u30ea\u30f3\u30b0<\/strong>\u3067\u3042\u308b\u3002\u3053\u308c\u306f\u3001\u91cf\u5b50\u63fa\u3089\u304e\u306b\u3088\u3063\u3066\u30a4\u30b8\u30f3\u30b0\u6a21\u578b\u306e\u57fa\u5e95\u72b6\u614b(\u6700\u4f4e\u30a8\u30cd\u30eb\u30ae\u30fc\u72b6\u614b)\u3092\u6c42\u3081\u308b\u3053\u3068\u3067\u7d44\u307f\u5408\u308f\u305b\u554f\u984c\u3092\u89e3\u304f\u30d2\u30e5\u30fc\u30ea\u30b9\u30c6\u30a3\u30c3\u30af\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3067\u3042\u308b\u3002\u3053\u3053\u3067\u306f\u91cf\u5b50\u30a2\u30cb\u30fc\u30ea\u30f3\u30b0\u30de\u30b7\u30f3\u3068\u3057\u3066\u3001D-Wave 2000Q\u3068Advantage\u3092\u5229\u7528\u3059\u308b\u3002<\/p>\n\n\n\n<p>\u4e94\u3064\u76ee\u306f<strong>\u30bf\u30d6\u30fc\u30b5\u30fc\u30c1<\/strong>\u3067\u3042\u308b\u3002\u30bf\u30d6\u30fc\u30b5\u30fc\u30c1\u3067\u306f\u73fe\u5728\u306e\u89e3$x$\u306e\u8fd1\u508d\u306b\u3042\u308b\u89e3$x\u2019$\u306b\u79fb\u52d5\u3059\u308b\u64cd\u4f5c\u3092\u9650\u308a\u306a\u304f\u7e70\u308a\u8fd4\u3057\u3001\u6700\u9069\u89e3\u3092\u63a2\u3063\u3066\u3044\u304f\u65b9\u6cd5\u3067\u3042\u308b\u3002\u3057\u304b\u3057\u3001\u7121\u9650\u306b\u89e3\u3092\u63a2\u7d22\u3057\u306a\u3044\u3088\u3046\u306b\u30bf\u30d6\u30fc\u30ea\u30b9\u30c8\u3092\u4f5c\u3063\u3066\u304a\u3044\u3066\u3001\u3059\u3067\u306b\u63a2\u7d22\u3057\u305f\u89e3\u306b\u306f\u884c\u304d\u3064\u304b\u306a\u3044\u3088\u3046\u306b\u3059\u308b\u3053\u3068\u3067\u5c40\u6240\u89e3\u3092\u63a2\u7d22\u3057\u3001\u6700\u9069\u5316\u3092\u884c\u3046\u3002<\/p>\n\n\n\n<p>\u516d\u3064\u76ee\u306fD-Wave\u306e\u63d0\u4f9b\u3059\u308b<strong>\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u30bd\u30eb\u30d0<\/strong>\u3067\u3042\u308b\u3002300\u53f0\u4ee5\u4e0a\u306e\u554f\u984c\u3067\u306f\u3001\u91cf\u5b50\u30a2\u30cb\u30fc\u30ea\u30f3\u30b0\u30de\u30b7\u30f3\u3067\u89e3\u304f\u3053\u3068\u304c\u3067\u304d\u306a\u304f\u306a\u3063\u305f\u306e\u3067\u3001\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u30bd\u30eb\u30d0\u3068\u3044\u3046\u91cf\u5b50\u30a2\u30cb\u30fc\u30ea\u30f3\u30b0\u3068\u53e4\u5178\u7684\u306a\u89e3\u6cd5\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u65b9\u6cd5\u3067\u89e3\u304f\u624b\u6cd5\u3092\u63a1\u7528\u3059\u308b\u3002\u3053\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3067\u306f\u3001\u4efb\u610f\u306e\u69cb\u9020\u3092\u6301\u3064\u30a4\u30b8\u30f3\u30b0\u30e2\u30c7\u30eb\u3084QUBO\u3092\u6700\u59271\u4e07\u5909\u6570\u307e\u3067\u89e3\u3051\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\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>\u305d\u308c\u305e\u308c\u306e\u6700\u9069\u5316\u306e\u624b\u6cd5\u306e\u8a55\u4fa1\u306f\u3001\u30e9\u30f3\u30c0\u30e0\u306b\u3088\u308a\u5f97\u3089\u308c\u305f\u89e3\u306b\u304a\u3051\u308b\u5857\u88c5\u306e\u8272\u306e\u4ea4\u63db\u56de\u6570\u3068\u306e\u5dee\u3092\u3082\u3068\u306b\u6bd4\u8f03\u3092\u884c\u3063\u305f\u3002\u305d\u306e\u7d50\u679c\u3092\u56f34\u306b\u793a\u3059\u3002\u554f\u984c\u30b5\u30a4\u30ba\u304c100\u4ee5\u4e0b\u3067\u3042\u308c\u3070\u3001\u30d6\u30e9\u30c3\u30af\u30d5\u30a1\u30fc\u30b9\u30c8(Greedy)\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306b\u5bfe\u3057\u3066\u3001\u30b7\u30df\u30e5\u30ec\u30fc\u30c6\u30c3\u30c9\u30a2\u30cb\u30fc\u30ea\u30f3\u30b0\u3001\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u30bd\u30eb\u30d0(HSS)\u306f\u4e0a\u56de\u308a\u7d9a\u3051\u305f\u304c\u3001\u554f\u984c\u30b5\u30a4\u30ba\u304c300\u4ee5\u4e0a\u306b\u306a\u3063\u3066\u304f\u308b\u3068\u3001\u30b7\u30df\u30e5\u30ec\u30fc\u30c6\u30c3\u30c9\u30a2\u30cb\u30fc\u30ea\u30f3\u30b0\u306f\u6642\u9593\u304c\u304b\u304b\u308a\u3059\u304e\u3066\u9014\u4e2d\u3067\u89e3\u3092\u5c0e\u3051\u306a\u304f\u306a\u308a\u3001\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u30bd\u30eb\u30d0\u306f\u6700\u7d42\u7684\u306b\u30d6\u30e9\u30c3\u30af\u30d5\u30a1\u30fc\u30b9\u30c8\u3068\u307b\u307c\u540c\u69d8\u306e\u7d50\u679c\u3068\u306a\u3063\u305f\u3002<\/p>\n\n\n\n<div class=\"wp-block-image wp-image-3333\"><figure class=\"aligncenter\"><img decoding=\"async\" src=\"\/T-Wave\/wp-content\/uploads\/2022\/03\/1efad1b5aa917a846fa5b3fc11367269.png\" alt=\"\" class=\"wp-image-3333\"\/><figcaption>\u56f3\uff14\uff1a\u6700\u9069\u5316\u306e\u7d50\u679c\u3002\u6a2a\u8ef8\u306f\u554f\u984c\u30b5\u30a4\u30ba\u3001\u7e26\u8ef8\u306f\u30e9\u30f3\u30c0\u30e0\u304b\u3089\u306e\u5857\u88c5\u8272\u306e\u4ea4\u63db\u56de\u6570\u306e\u6539\u5584\u3092\u793a\u3057\u3066\u3044\u308b\u3002(<a href=\"https:\/\/doi.org\/10.48550\/arXiv.2109.07876\">https:\/\/doi.org\/10.48550\/arXiv.2109.07876<\/a>)<\/figcaption><\/figure><\/div>\n\n\n\n<p>\u307e\u305f\u3001\u3059\u3079\u3066\u306e\u30bd\u30eb\u30d0\u306e\u51fa\u529b\u7d50\u679c\u3092\u88682\u306b\u793a\u3059\u3002<\/p>\n\n\n\n<div class=\"wp-block-image wp-block-image-table\"><figure class=\"aligncenter\"><img decoding=\"async\" src=\"\/T-Wave\/wp-content\/uploads\/2022\/04\/Screen-Shot-2022-04-18-at-8.19.56.png\" alt=\"\" class=\"wp-image-3453\"\/><figcaption>\u8868\uff12\uff1a\u305d\u308c\u305e\u308c\u306e\u51e6\u7406\u7d50\u679c\u3068\u305d\u306e\u4e2d\u3067\u306e\u5b9f\u884c\u53ef\u80fd\u89e3\u306e\u5272\u5408\u3002f($\\omega$)\u306f\u30b9\u30a4\u30c3\u30c1\u6570\u3067\u3042\u308b\u3002\uff05<sub>valid<\/sub>\u306f\u51fa\u529b\u7d50\u679c\u304c\u6ce8\u6587\u306e\u8981\u4ef6\u3092\u6e80\u305f\u3057\u3066\u3044\u308b\u5272\u5408\u3092\u793a\u3057\u305f\u3082\u306e\u3067\u3042\u308b\u3002(<a href=\"https:\/\/doi.org\/10.48550\/arXiv.2109.07876\">https:\/\/doi.org\/10.48550\/arXiv.2109.07876<\/a>)<\/figcaption><\/figure><\/div>\n\n\n\n<p>\u3053\u306e\u4e2d\u3067\u3001\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u30bd\u30eb\u30d0\u306f100\uff5e300\u53f0\u3067\u5236\u7d04\u3092\u6e80\u3055\u306a\u3044\u89e3\u3092\u3044\u304f\u3064\u304b\u751f\u6210\u3057\u3066\u3044\u305f\u3002\u305d\u306e\u8981\u56e0\u3068\u3057\u3066\u3001\u4e8c\u3064\u6319\u3052\u3089\u308c\u308b\u3002<\/p>\n\n\n\n<p>\u4e00\u3064\u76ee\u306f\u3001\u554f\u984c\u30b5\u30a4\u30ba\u306e\u5897\u52a0\u306b\u3088\u308a\u3001\u30a4\u30b8\u30f3\u30b0\u30e2\u30c7\u30eb\u3092\u30b0\u30e9\u30d5\u3092\u7528\u3044\u3066\u8868\u73fe\u3057\u305f\u554f\u984c\u30b0\u30e9\u30d5\u4e0a\u306b\u304a\u3044\u3066\u3001\u76f8\u4e92\u4f5c\u7528\u304c\u5bc6\u3068\u306a\u3063\u3066\u3057\u307e\u3046\u305f\u3081\u3067\u3042\u308b\u3002\u307e\u305a\u3001\u554f\u984c\u30b0\u30e9\u30d5\u306b\u3064\u3044\u3066\u8aac\u660e\u3059\u308b\u3002\u5f85\u3061\u884c\u5217\u306e\u8eca\u7a2e$C_l$\u3092\u9ed2\u3067\u5857\u3089\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u53f0\u6570\u306f$k(C_l)$\u3067\u4e0e\u3048\u3089\u308c\u3066\u3044\u305f\u3002\u3053\u306e\u8eca\u7a2e$C_l$\u3054\u3068\u306b\u3069\u306e\u8eca\u3092\u9ed2\u306b\u5857\u3089\u306a\u3051\u308c\u3070\u3044\u3051\u306a\u3044\u304b\u3092\u3001$k(C_l)-hot$\u5236\u7d04\u3068\u3044\u3046\u9ed2\u306b\u5857\u3089\u308c\u308b\u8eca\u4e21\u306f1\u306e\u30d3\u30c3\u30c8\u3092\u7acb\u305f\u305b\u3001\u4ed6\u306f0\u3068\u3057\u305f\u969b\u306b\u30011\u306e\u30d3\u30c3\u30c8\u306f$k(C_l)$\u500b\u3067\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u5236\u7d04\u3092\u5b88\u3063\u3066\u6c7a\u3081\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u3002\u3053\u306e\u5236\u7d04\u3092\u5b88\u3063\u305f\u8eca\u7a2e$C_l$\u6bce\u306b\u5b8c\u5168\u30b0\u30e9\u30d5\u69cb\u9020\u304c\u751f\u3058\u308b\u3002\u3053\u308c\u306b\u3088\u308a\u554f\u984c\u30b5\u30a4\u30ba\u306e\u5897\u52a0\u306b\u6bd4\u4f8b\u3057\u3066\u5f85\u3061\u884c\u5217\u5185\u306e\u5404\u8eca\u7a2e\u306e\u53f0\u6570\u304c\u5897\u52a0\u3059\u308b\u3053\u3068\u3067\u3002\u5b8c\u5168\u30b0\u30e9\u30d5\u306e\u9802\u70b9\u6570\u304c\u5897\u52a0\u3059\u308b\u3002\u554f\u984c\u306e\u8907\u96d1\u3055\u304c\u5897\u3057\u305f\uff08\u554f\u984c\u30b0\u30e9\u30d5\u304c\u5bc6\u3068\u306a\u3063\u305f\uff09\u3053\u3068\u304b\u3089\u3001\u554f\u984c\u3092\u89e3\u304f\u3053\u3068\u304c\u96e3\u3057\u304f\u306a\u3063\u305f\u3068\u8003\u3048\u3089\u308c\u308b\u3002<\/p>\n\n\n\n<p>\u3055\u3089\u306b\u3001D-Wave\u30de\u30b7\u30f3\u306b\u554f\u984c\u3092\u89e3\u304b\u305b\u308b\u5834\u5408\u306b\u3001\u305d\u308c\u3092D-Wave\u30de\u30b7\u30f3\u306e\u69cb\u9020\u3067\u3042\u308b\u30ad\u30e1\u30e9\u30b0\u30e9\u30d5(\u56f35\u53c2\u7167)\u306b\u57cb\u3081\u8fbc\u3080\u969b\u306b\u5197\u9577\u306a\u91cf\u5b50\u30d3\u30c3\u30c8\u304c\u5fc5\u8981\u3068\u306a\u308b\u3002\u3053\u306e\u5197\u9577\u306a\u30d3\u30c3\u30c8\u3092\u7d10\u3065\u3051\u308b\u69cb\u9020\u3092\u30c1\u30a7\u30fc\u30f3(\u56f36\u53c2\u7167)\u3068\u547c\u3073\u3001\u30c1\u30a7\u30fc\u30f3\u306f\u554f\u984c\u30b5\u30a4\u30ba\u304c\u5927\u304d\u3044\u307b\u3069\u9577\u304f\u306a\u308a\u3001\u5f37\u3044\u5f37\u5ea6\u304c\u5fc5\u8981\u306b\u306a\u308b\u3002\u305d\u306e\u5f71\u97ff\u306b\u3088\u308a\u3001\u554f\u984c\u30b5\u30a4\u30ba\u304c\u5927\u304d\u304f\u306a\u308b\u3053\u3068\u3067\u554f\u984c\u3092\u89e3\u304f\u3053\u3068\u304c\u96e3\u3057\u304f\u306a\u3063\u305f\u306e\u3067\u306f\u306a\u3044\u304b\u3068\u7b46\u8005\u306f\u8003\u3048\u3066\u3044\u308b\u3002<\/p>\n\n\n\n<div class=\"wp-block-image wp-image-3464 size-full\"><figure class=\"aligncenter\"><img decoding=\"async\" src=\"\/T-Wave\/wp-content\/uploads\/2022\/04\/beb696158d384441ea46728c4350ba69-e1650343064383.jpeg\" alt=\"\" class=\"wp-image-3464\"\/><figcaption>\u56f35\uff1aD-Wave\u3067\u63a1\u7528\u3055\u308c\u308b\u30ad\u30e1\u30e9\u30b0\u30e9\u30d5\u3092\u8868\u3057\u305f\u56f3<\/figcaption><\/figure><\/div>\n\n\n\n<div class=\"wp-block-image wp-image-3465 size-full\"><figure class=\"aligncenter\"><img decoding=\"async\" src=\"\/T-Wave\/wp-content\/uploads\/2022\/04\/ce41a13b6a14932bef6aacec3bcf4529-e1650343315596.jpeg\" alt=\"\" class=\"wp-image-3465\"\/><figcaption>\u56f36:\u30ad\u30e1\u30e9\u30b0\u30e9\u30d5\u306b\u554f\u984c\u3092\u57cb\u3081\u8fbc\u3093\u3060\u969b\u306b\u3067\u304d\u308b\u30c1\u30a7\u30fc\u30f3(\u53f3\u56f3\u306e\u70b9\u7dda\u306e\u90e8\u5206)<\/figcaption><\/figure><\/div>\n\n\n\n<p>\u4e8c\u3064\u76ee\u306f\u3001\u554f\u984c\u30b5\u30a4\u30ba\u306e\u5897\u52a0\u306b\u3088\u3063\u3066\u7b26\u53f7\u5316\u7cbe\u5ea6\u304c\u843d\u3061\u308b\u3053\u3068\u3067\u3042\u308b\u3002\u5f0f(3)\u3067$\\lambda=N$\u3068\u5b9a\u7fa9\u3057\u3066\u3044\u305f\u3002\u305d\u308c\u306b\u3088\u308a\u3001\u30cf\u30df\u30eb\u30c8\u30cb\u30a2\u30f3$H_B$\u306f$H_A$\u306b\u6bd4\u3079\u3066\u3001\u30de\u30eb\u30c1\u30ab\u30fc\u30da\u30a4\u30f3\u30c8\u30b7\u30e7\u30c3\u30d7\u554f\u984c\u306e\u5b9a\u5f0f\u5316\u306b\u5fc5\u8981\u306a\u6570\u5024\u7cbe\u5ea6\u306f$1\/N$\u306b\u6bd4\u4f8b\u3057\u3066\u4e0b\u304c\u3063\u3066\u3057\u307e\u3046\u3002\u3053\u308c\u306b\u3088\u3063\u3066\u8fd1\u4f3c\u89e3\u3068\u6700\u9069\u89e3\u306e\u533a\u5225\u304c\u3064\u304d\u306b\u304f\u304f\u306a\u3063\u305f\u3002\u307e\u305f\u3001\u554f\u984c\u30b5\u30a4\u30ba$N$\u306b\u6bd4\u4f8b\u3057\u3066D-Wave\u30de\u30b7\u30f3\u306b\u304a\u3051\u308b\u30c1\u30a7\u30fc\u30f3(\u56f36\u306e\u72b6\u614b)\u306e\u5f37\u3055\u304c\u5897\u3059\u306e\u3067\u3001\u7b26\u53f7\u5316\u7cbe\u5ea6\u306f$1\/N^2$\u3068\u306a\u308b\u3002\u3053\u308c\u306b\u3088\u3063\u3066\u3001\u5927\u898f\u6a21\u306a\u554f\u984c\u3067\u306f\u3001\u89e3\u306e\u7cbe\u5ea6\u304c\u975e\u5e38\u306b\u4f4e\u304f\u306a\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u3002\u4ee5\u4e0a\u306e\u4e8c\u3064\u306e\u7406\u7531\u306b\u3088\u308a\u5236\u7d04\u3092\u6e80\u305f\u3055\u306a\u3044\u89e3\u3092\u5c0e\u304d\u51fa\u3057\u305f\u3068\u8003\u3048\u3089\u308c\u308b\u3002<\/p>\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\u3001\u30de\u30eb\u30c1\u30ab\u30fc\u30da\u30a4\u30f3\u30c8\u30b7\u30e7\u30c3\u30d7\u554f\u984c\u3092\u5b9f\u969b\u306e\u5857\u88c5\u5de5\u5834\u306e\u30c7\u30fc\u30bf\u3092\u7528\u3044\u3066\u3001\u53e4\u5178\u7684\u306a\u624b\u6cd5\u3068\u91cf\u5b50\u30a2\u30cb\u30fc\u30ea\u30f3\u30b0\u30de\u30b7\u30f3\u3092\u7528\u3044\u305f\u624b\u6cd5\u3092\u6bd4\u8f03\u3057\u305f\u3002100\u53f0\u307e\u3067\u306e\u5c0f\u898f\u6a21\u306a\u554f\u984c\u306a\u3089\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u30bd\u30eb\u30d0\u3084\u30b7\u30df\u30e5\u30ec\u30fc\u30c6\u30c3\u30c9\u30a2\u30cb\u30fc\u30ea\u30f3\u30b0\u304c\u5927\u5e45\u306b\u6700\u9069\u5316\u3092\u884c\u3048\u308b\u624b\u6bb5\u3060\u3068\u5206\u304b\u3063\u305f\u3002\u3057\u304b\u3057\u3001\u5927\u898f\u6a21\u306a\u554f\u984c\u306f\u305d\u3082\u305d\u3082\u30b7\u30df\u30e5\u30ec\u30fc\u30c6\u30c3\u30c9\u30a2\u30cb\u30fc\u30ea\u30f3\u30b0\u3067\u306f\u89e3\u3051\u305a\u3001\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u30bd\u30eb\u30d0\u3082\u3001\u30d6\u30e9\u30c3\u30af\u30d5\u30a1\u30fc\u30b9\u30c8\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3068\u540c\u7b49\u306e\u6027\u80fd\u3057\u304b\u51fa\u305b\u306a\u3044\u3053\u3068\u304c\u5206\u304b\u3063\u305f\u3002\u5168\u4f53\u3068\u3057\u3066\u3001\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u30bd\u30eb\u30d0\u3084\u91cf\u5b50\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u3001\u30b7\u30df\u30e5\u30ec\u30fc\u30c6\u30c3\u30c9\u30a2\u30cb\u30fc\u30ea\u30f3\u30b0\u306f\u7523\u696d\u4e0a\u306e\u554f\u984c\u3092\u89e3\u6c7a\u3059\u308b\u305f\u3081\u306e\u53ef\u80fd\u6027\u3092\u793a\u305b\u305f\u3002\u8457\u8005\u306f\u3001\u5c06\u6765\u7684\u306b\u306f\u672c\u7814\u7a76\u3067\u793a\u3055\u308c\u305f\u554f\u984c\u51e6\u7406\u306e\u30dc\u30c8\u30eb\u30cd\u30c3\u30af\u306e\u89e3\u6c7a\u3084\u3001\u3055\u3089\u306a\u308b\u91cf\u5b50\u30a2\u30cb\u30fc\u30ea\u30f3\u30b0\u30de\u30b7\u30f3\u306b\u3088\u308b\u6700\u9069\u5316\u306b\u9069\u3057\u305f\u5bfe\u8c61\u306e\u767a\u898b\u306b\u52aa\u3081\u308b\u3068\u3057\u3066\u3044\u305f\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E3%81%82%E3%81%A8%E3%81%8C%E3%81%8D\"><\/span>\u3042\u3068\u304c\u304d<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u4eca\u56de\u306e\u8ad6\u6587\u3092\u8aad\u3093\u3067\u3001\u8eca\u4e21\u306e\u8272\u3092\u5857\u88c5\u3059\u308b\u6700\u9069\u5316\u306e\u554f\u984c\u304c\u5b58\u5728\u3059\u308b\u3053\u3068\u306f\u521d\u3081\u3066\u77e5\u308a\u3001\u305d\u308c\u306b\u3088\u308a\u8eca\u306e\u7d0d\u671f\u304c\u77ed\u7e2e\u3055\u308c\u308b\u3068\u3057\u305f\u3089\u3001\u73fe\u5728\u306e\u30b3\u30ed\u30ca\u798d\u3067\u8d77\u304d\u3066\u3044\u308b\u8eca\u4e21\u306e\u88fd\u9020\u306e\u9045\u308c\u306e\u89e3\u6c7a\u306b\u5bc4\u4e0e\u3067\u304d\u308b\u306e\u3067\u306f\u306a\u3044\u304b\u3068\u3044\u3046\u53ef\u80fd\u6027\u3092\u611f\u3058\u306a\u304c\u3089\u8aad\u3093\u3067\u3044\u305f\u3002\u3059\u308b\u3068\u3053\u306e\u8ad6\u6587\u3067\u306f\u3001\u5857\u88c5\u306e\uff11\u5de5\u7a0b\u3067\u3042\u308b\u30d5\u30a3\u30e9\u30fc\u306e\u5857\u88c5\uff08\u4e8c\u5024\u306e\u307f\uff09\u306b\u3064\u3044\u3066\u306e\u6700\u9069\u5316\u3057\u304b\u884c\u3063\u3066\u3044\u306a\u304b\u3063\u305f\u3002\u3057\u304b\u3057\u3001\u3053\u306e\u3088\u3046\u306a\u7c21\u5358\u305d\u3046\u306a\u554f\u984c\u3067\u3042\u308b\u306b\u3082\u95a2\u308f\u3089\u305a\u30013000\u53f0\u306e\u91cf\u306e\u8eca\u306e\u5857\u308a\u65b9\u3092\u6700\u9069\u5316\u3059\u308b\u3053\u3068\u3082\u3080\u305a\u304b\u3057\u3044\u3068\u3044\u3046\u3053\u3068\u3067\u3001\u9a5a\u3044\u305f\u3002\u79c1\u306a\u3089\u3001\u3053\u306e\u7814\u7a76\u306e\u767a\u5c55\u3068\u3057\u3066\u3001\u307b\u304b\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u3082\u540c\u69d8\u306e\u7d50\u679c\u304c\u51fa\u308b\u306e\u304b\u3092\u691c\u8a3c\u3057\u305f\u3044\u3068\u8003\u3048\u305f\u3002\u307e\u305f\u3001\u767d\u9ed2\u306e\u4e8c\u5024\u306e\u307f\u3067\u306f\u306a\u304f\u3001\u4f55\u7a2e\u985e\u3082\u306e\u8272\u3092\u5857\u308a\u5206\u3051\u308b\u5834\u5408\u306e\u52b9\u7387\u5316\u3082\u8003\u3048\u3066\u307f\u305f\u3044\u3068\u601d\u3063\u305f\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E5%B7%BB%E6%9C%AB%E8%B3%87%E6%96%99\"><\/span>\u5dfb\u672b\u8cc7\u6599<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u3000\u672c\u6587\u4e2d\u3067\u30a4\u30b8\u30f3\u30b0\u30e2\u30c7\u30eb\u306e\u30cf\u30df\u30eb\u30c8\u30cb\u30a2\u30f3$H_{MCPS}$\u4e2d\u306e$\\lambda$\u306b\u3064\u3044\u3066\u3001$\\lambda=N$\u3068\u3057\u3066\u5b9f\u9a13\u3092\u884c\u3063\u305f\u3002\u305d\u3053\u3067\u3001\u306a\u305c$N$\u304c\u9069\u3057\u3066\u3044\u308b\u306e\u304b\u3092\u89e3\u8aac\u3092\u3059\u308b\u3002<\/p>\n<p>\u3000\u307e\u305a\u3001$H_{MCPS}$\u306e\u524d\u9805$H_A$\uff1a<\/p>\n<p>\\begin{equation}<br>H_A =\\,- \\sum^{N-2}_{i=0} s_i s_{i+1}<br>\\end{equation}<\/p>\n<p>\u304c\u3059\u3079\u3066\u540c\u3058\u5411\u304d($s_i\u304c\u3059\u3079\u3066+1\u307e\u305f\u306f-1 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