{"id":4928,"date":"2022-12-08T09:00:00","date_gmt":"2022-12-08T00:00:00","guid":{"rendered":"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/?p=4928"},"modified":"2022-12-08T09:00:00","modified_gmt":"2022-12-08T00:00:00","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%81%a7%e6%b8%8b%e6%bb%9e%e3%82%92%e8%a7%a3%e6%b6%88%e3%81%97%e3%82%88%e3%81%86%ef%bc%81","status":"publish","type":"post","link":"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/2022\/12\/08\/%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%81%a7%e6%b8%8b%e6%bb%9e%e3%82%92%e8%a7%a3%e6%b6%88%e3%81%97%e3%82%88%e3%81%86%ef%bc%81\/","title":{"rendered":"\u91cf\u5b50\u30a2\u30cb\u30fc\u30ea\u30f3\u30b0\u3067\u6e0b\u6ede\u3092\u89e3\u6d88\u3057\u3088\u3046\uff01"},"content":{"rendered":"<div class=\"cell border-box-sizing text_cell rendered\">\n<div class=\"inner_cell\">\n<div class=\"text_cell_render border-box-sizing rendered_html\">\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\" 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href=\"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/2022\/12\/08\/%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%81%a7%e6%b8%8b%e6%bb%9e%e3%82%92%e8%a7%a3%e6%b6%88%e3%81%97%e3%82%88%e3%81%86%ef%bc%81\/#%E8%83%8C%E6%99%AF\" >\u80cc\u666f<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/2022\/12\/08\/%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%81%a7%e6%b8%8b%e6%bb%9e%e3%82%92%e8%a7%a3%e6%b6%88%e3%81%97%e3%82%88%e3%81%86%ef%bc%81\/#%E6%A7%98%E3%80%85%E3%81%AA%E4%BA%A4%E9%80%9A%E4%BF%A1%E5%8F%B7%E5%88%B6%E5%BE%A1\" >\u69d8\u3005\u306a\u4ea4\u901a\u4fe1\u53f7\u5236\u5fa1<\/a><\/li><\/ul><\/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\/12\/08\/%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%81%a7%e6%b8%8b%e6%bb%9e%e3%82%92%e8%a7%a3%e6%b6%88%e3%81%97%e3%82%88%e3%81%86%ef%bc%81\/#%E6%9C%AC%E8%AB%96%E6%96%87%E3%81%AE%E7%9B%AE%E7%9A%84\" >\u672c\u8ad6\u6587\u306e\u76ee\u7684<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/2022\/12\/08\/%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%81%a7%e6%b8%8b%e6%bb%9e%e3%82%92%e8%a7%a3%e6%b6%88%e3%81%97%e3%82%88%e3%81%86%ef%bc%81\/#%E6%BA%96%E5%82%99\" >\u6e96\u5099<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/2022\/12\/08\/%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%81%a7%e6%b8%8b%e6%bb%9e%e3%82%92%e8%a7%a3%e6%b6%88%e3%81%97%e3%82%88%e3%81%86%ef%bc%81\/#%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%A8%E3%81%AF\" >\u91cf\u5b50\u30a2\u30cb\u30fc\u30ea\u30f3\u30b0\u30de\u30b7\u30f3\u3068\u306f<\/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\/12\/08\/%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%81%a7%e6%b8%8b%e6%bb%9e%e3%82%92%e8%a7%a3%e6%b6%88%e3%81%97%e3%82%88%e3%81%86%ef%bc%81\/#%E5%95%8F%E9%A1%8C%E8%A8%AD%E5%AE%9A\" >\u554f\u984c\u8a2d\u5b9a<\/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\/12\/08\/%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%81%a7%e6%b8%8b%e6%bb%9e%e3%82%92%e8%a7%a3%e6%b6%88%e3%81%97%e3%82%88%e3%81%86%ef%bc%81\/#%E9%83%BD%E5%B8%82%E3%81%A8%E4%BF%A1%E5%8F%B7%E3%81%AE%E7%8A%B6%E6%85%8B\" >\u90fd\u5e02\u3068\u4fe1\u53f7\u306e\u72b6\u614b<\/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\/12\/08\/%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%81%a7%e6%b8%8b%e6%bb%9e%e3%82%92%e8%a7%a3%e6%b6%88%e3%81%97%e3%82%88%e3%81%86%ef%bc%81\/#%E8%87%AA%E5%8B%95%E8%BB%8A%E3%81%AE%E5%8B%95%E3%81%8D%E6%96%B9\" >\u81ea\u52d5\u8eca\u306e\u52d5\u304d\u65b9<\/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\/12\/08\/%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%81%a7%e6%b8%8b%e6%bb%9e%e3%82%92%e8%a7%a3%e6%b6%88%e3%81%97%e3%82%88%e3%81%86%ef%bc%81\/#%E5%AE%9A%E5%BC%8F%E5%8C%96%E3%81%AE%E6%BA%96%E5%82%99\" >\u5b9a\u5f0f\u5316\u306e\u6e96\u5099<\/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\/12\/08\/%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%81%a7%e6%b8%8b%e6%bb%9e%e3%82%92%e8%a7%a3%e6%b6%88%e3%81%97%e3%82%88%e3%81%86%ef%bc%81\/#%E6%B7%B7%E3%81%BF%E5%85%B7%E5%90%88%E3%81%AE%E5%AE%9A%E5%BC%8F%E5%8C%96\" >\u6df7\u307f\u5177\u5408\u306e\u5b9a\u5f0f\u5316<\/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\/12\/08\/%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%81%a7%e6%b8%8b%e6%bb%9e%e3%82%92%e8%a7%a3%e6%b6%88%e3%81%97%e3%82%88%e3%81%86%ef%bc%81\/#%E6%B7%B7%E3%81%BF%E3%81%9D%E3%81%86%E3%81%AA%E6%96%B9%E5%90%91%E3%82%92%E9%9D%92%E3%81%AB%E3%81%99%E3%82%8B\" >\u6df7\u307f\u305d\u3046\u306a\u65b9\u5411\u3092\u9752\u306b\u3059\u308b<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/2022\/12\/08\/%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%81%a7%e6%b8%8b%e6%bb%9e%e3%82%92%e8%a7%a3%e6%b6%88%e3%81%97%e3%82%88%e3%81%86%ef%bc%81\/#%E3%81%93%E3%81%93%E3%81%BE%E3%81%A7%E3%81%AE%E3%81%BE%E3%81%A8%E3%82%81\" >\u3053\u3053\u307e\u3067\u306e\u307e\u3068\u3081<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/2022\/12\/08\/%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%81%a7%e6%b8%8b%e6%bb%9e%e3%82%92%e8%a7%a3%e6%b6%88%e3%81%97%e3%82%88%e3%81%86%ef%bc%81\/#%E7%9B%AE%E7%9A%84%E9%96%A2%E6%95%B0\" >\u76ee\u7684\u95a2\u6570<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/2022\/12\/08\/%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%81%a7%e6%b8%8b%e6%bb%9e%e3%82%92%e8%a7%a3%e6%b6%88%e3%81%97%e3%82%88%e3%81%86%ef%bc%81\/#%E5%AE%9F%E9%A8%93\" >\u5b9f\u9a13<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/2022\/12\/08\/%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%81%a7%e6%b8%8b%e6%bb%9e%e3%82%92%e8%a7%a3%e6%b6%88%e3%81%97%e3%82%88%e3%81%86%ef%bc%81\/#%E6%89%8B%E6%B3%95%E3%81%AE%E8%A9%B3%E7%B4%B0\" >\u624b\u6cd5\u306e\u8a73\u7d30<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/2022\/12\/08\/%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%81%a7%e6%b8%8b%e6%bb%9e%e3%82%92%e8%a7%a3%e6%b6%88%e3%81%97%e3%82%88%e3%81%86%ef%bc%81\/#%E3%82%B0%E3%83%A9%E3%83%95%E5%88%86%E5%89%B2\" >\u30b0\u30e9\u30d5\u5206\u5272<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/2022\/12\/08\/%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%81%a7%e6%b8%8b%e6%bb%9e%e3%82%92%e8%a7%a3%e6%b6%88%e3%81%97%e3%82%88%e3%81%86%ef%bc%81\/#%E5%AE%9F%E9%A8%93%E8%A8%AD%E5%AE%9A\" >\u5b9f\u9a13\u8a2d\u5b9a<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/2022\/12\/08\/%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%81%a7%e6%b8%8b%e6%bb%9e%e3%82%92%e8%a7%a3%e6%b6%88%e3%81%97%e3%82%88%e3%81%86%ef%bc%81\/#%E5%AE%9F%E9%A8%93%E3%81%AE%E6%A7%98%E5%AD%90\" >\u5b9f\u9a13\u306e\u69d8\u5b50<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-20\" href=\"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/2022\/12\/08\/%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%81%a7%e6%b8%8b%e6%bb%9e%e3%82%92%e8%a7%a3%e6%b6%88%e3%81%97%e3%82%88%e3%81%86%ef%bc%81\/#%E3%83%8F%E3%83%9F%E3%83%AB%E3%83%88%E3%83%8B%E3%82%A2%E3%83%B3%E3%81%AE%E8%A8%88%E6%B8%AC\" >\u30cf\u30df\u30eb\u30c8\u30cb\u30a2\u30f3\u306e\u8a08\u6e2c<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-21\" href=\"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/2022\/12\/08\/%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%81%a7%e6%b8%8b%e6%bb%9e%e3%82%92%e8%a7%a3%e6%b6%88%e3%81%97%e3%82%88%e3%81%86%ef%bc%81\/#%E8%80%83%E5%AF%9Fa\" >\u8003\u5bdf(a)<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-22\" href=\"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/2022\/12\/08\/%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%81%a7%e6%b8%8b%e6%bb%9e%e3%82%92%e8%a7%a3%e6%b6%88%e3%81%97%e3%82%88%e3%81%86%ef%bc%81\/#%E3%83%8F%E3%83%9F%E3%83%AB%E3%83%88%E3%83%8B%E3%82%A2%E3%83%B3%E3%81%AE%E6%99%82%E9%96%93%E7%99%BA%E5%B1%95\" >\u30cf\u30df\u30eb\u30c8\u30cb\u30a2\u30f3\u306e\u6642\u9593\u767a\u5c55<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-23\" href=\"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/2022\/12\/08\/%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%81%a7%e6%b8%8b%e6%bb%9e%e3%82%92%e8%a7%a3%e6%b6%88%e3%81%97%e3%82%88%e3%81%86%ef%bc%81\/#%E8%80%83%E5%AF%9Fb\" >\u8003\u5bdf(b)<\/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-24\" href=\"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/2022\/12\/08\/%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%81%a7%e6%b8%8b%e6%bb%9e%e3%82%92%e8%a7%a3%e6%b6%88%e3%81%97%e3%82%88%e3%81%86%ef%bc%81\/#%E8%AD%B0%E8%AB%96\" >\u8b70\u8ad6<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-25\" href=\"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/2022\/12\/08\/%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%81%a7%e6%b8%8b%e6%bb%9e%e3%82%92%e8%a7%a3%e6%b6%88%e3%81%97%e3%82%88%e3%81%86%ef%bc%81\/#%E3%81%BE%E3%81%A8%E3%82%81\" >\u307e\u3068\u3081<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-26\" href=\"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/2022\/12\/08\/%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%81%a7%e6%b8%8b%e6%bb%9e%e3%82%92%e8%a7%a3%e6%b6%88%e3%81%97%e3%82%88%e3%81%86%ef%bc%81\/#%E3%81%82%E3%81%A8%E3%81%8C%E3%81%8D\" >\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-27\" href=\"https:\/\/qard.is.tohoku.ac.jp\/T-Wave\/2022\/12\/08\/%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%81%a7%e6%b8%8b%e6%bb%9e%e3%82%92%e8%a7%a3%e6%b6%88%e3%81%97%e3%82%88%e3%81%86%ef%bc%81\/#%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><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<\/div>\n<\/div>\n<\/div>\n<div class=\"cell border-box-sizing text_cell rendered\">\n<div class=\"inner_cell\">\n<div class=\"text_cell_render border-box-sizing rendered_html\">\n<ul>\n<li>\u30bf\u30a4\u30c8\u30eb: <span>Traffic signal optimization on a square lattice with quantum annealing<\/span><\/li>\n<li>\u8457\u8005: <span>Inoue, D., Okada, A., Matsumori, T.\u00a0<\/span><i>et al.<\/i><\/li>\n<li>\u66f8\u8a8c\u60c5\u5831: <i>Sci Rep<\/i><span>\u00a0<\/span><b>11<\/b><span>, 3303 (2021)<\/span><\/li>\n<li>DOI: <a href=\"https:\/\/doi.org\/10.1038\/s41598-021-82740-0\">https:\/\/doi.org\/10.1038\/s41598-021-82740-0<\/a><\/li>\n<\/ul>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"cell border-box-sizing text_cell rendered\">\n<div class=\"inner_cell\">\n<div class=\"text_cell_render border-box-sizing rendered_html\">\n<h2><span class=\"ez-toc-section\" id=\"%E8%83%8C%E6%99%AF\"><\/span>\u80cc\u666f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"cell border-box-sizing text_cell rendered\">\n<div class=\"inner_cell\">\n<div class=\"text_cell_render border-box-sizing rendered_html\">\n<h3><span class=\"ez-toc-section\" id=\"%E6%A7%98%E3%80%85%E3%81%AA%E4%BA%A4%E9%80%9A%E4%BF%A1%E5%8F%B7%E5%88%B6%E5%BE%A1\"><\/span>\u69d8\u3005\u306a\u4ea4\u901a\u4fe1\u53f7\u5236\u5fa1<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u73fe\u5728\u3001\u591a\u304f\u306e\u4fe1\u53f7\u6a5f\u306b\u306f\u5b9a\u5468\u671f\u5236\u5fa1\u3068\u3044\u3046\u624b\u6cd5\u304c\u4f7f\u308f\u308c\u3066\u3044\u307e\u3059(fig1)\u3002\u3053\u308c\u306f\u3001\u9752\u4fe1\u53f7\u25ef\u79d2\u3001\u8d64\u4fe1\u53f7\u25b3\u79d2\u3068\u3044\u3046\u8a2d\u5b9a\u3092\u3072\u305f\u3059\u3089\u7e70\u308a\u8fd4\u3059\u624b\u6cd5\u3067\u3059\u3002\u5177\u4f53\u7684\u306a\u79d2\u6570\u306f\u3001\u9053\u8def\u306e\u5927\u304d\u3055\u3084\u904e\u53bb\u306e\u4ea4\u901a\u91cf\u306a\u3069\u306e\u60c5\u5831\u304b\u3089\u6c7a\u5b9a\u3055\u308c\u307e\u3059\u3002<\/p>\n<div id=\"attachment_4930\" style=\"width: 357px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-4930\" src=\"\/T-Wave\/wp-content\/uploads\/2022\/11\/fig1-1024x369.png\" alt=\"\" width=\"347\" height=\"125\" class=\"wp-image-4930 \" \/><p id=\"caption-attachment-4930\" class=\"wp-caption-text\">fig1. \u5b9a\u5468\u671f\u5236\u5fa1\u306e\u4f8b<\/p><\/div>\n<p>\u5b9a\u5468\u671f\u5236\u5fa1\u306f\u6700\u3082\u7c21\u5358\u306a\u5236\u5fa1\u65b9\u6cd5\u3067\u3059\u304c\u3001\u6e0b\u6ede\u304c\u8d77\u304d\u3084\u3059\u3044\u3068\u3044\u3046\u6b20\u70b9\u304c\u3042\u308a\u307e\u3059\u3002\u305d\u3053\u3067\u3001\u6e0b\u6ede\u304c\u8d77\u304d\u3084\u3059\u3044\u4ea4\u5dee\u70b9\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u5236\u5fa1\u3059\u308b\u624b\u6cd5\u304c\u751f\u307e\u308c\u307e\u3057\u305f\u3002\u305d\u308c\u304c\u4ea4\u901a\u611f\u5fdc\u5236\u5fa1\u3067\u3059\u3002\u3053\u308c\u306f\u4ea4\u901a\u60c5\u5831\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u53d6\u5f97\u3057\u3001\u4ea4\u901a\u7ba1\u5236\u30bb\u30f3\u30bf\u30fc\u304c\u81ea\u52d5or\u624b\u52d5\u3067\u4fe1\u53f7\u6a5f\u3092\u5236\u5fa1\u3057\u307e\u3059\u3002\u4ea4\u901a\u611f\u5fdc\u5236\u5fa1\u306f\u5c40\u6240\u7684\u306b\u6e0b\u6ede\u3092\u89e3\u6d88\u3067\u304d\u307e\u3059\u304c\u3001\u5468\u308a\u306e\u4ea4\u5dee\u70b9\u306b\u3057\u308f\u5bc4\u305b\u304c\u6765\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"cell border-box-sizing text_cell rendered\">\n<div class=\"inner_cell\">\n<div class=\"text_cell_render border-box-sizing rendered_html\">\n<h2><span class=\"ez-toc-section\" id=\"%E6%9C%AC%E8%AB%96%E6%96%87%E3%81%AE%E7%9B%AE%E7%9A%84\"><\/span>\u672c\u8ad6\u6587\u306e\u76ee\u7684<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<\/div>\n<\/div>\n<p>\u4ea4\u901a\u611f\u5fdc\u5236\u5fa1\u306e\u3088\u3046\u306a\u5c40\u6240\u7684\u306b\u6700\u9069\u306a\u5236\u5fa1\u306f\u3001\u90fd\u5e02\u5168\u4f53\u3067\u6700\u9069\u306a\u5236\u5fa1\u3068\u306f\u8a00\u3044\u306b\u304f\u3044\u3067\u3059\u3002\u3057\u304b\u3057\u3001\u5168\u4f53\u5236\u5fa1\u306e\u8a08\u7b97\u91cf\u306f\u90fd\u5e02\u306e\u5927\u304d\u3055\u306b\u6bd4\u4f8b\u3057\u3066\u6307\u6570\u95a2\u6570\u7684\u306b\u5897\u5927\u3057\u307e\u3059($N$\u500b\u306e\u4ea4\u5dee\u70b9\u304c\u3042\u308b\u5834\u5408\u3001\u8a08\u7b97\u91cf\u306f$2^N$\u3068\u306a\u308b)\u3002\u305d\u3053\u3067\u3001\u672c\u8ad6\u6587\u3067\u306f\u9ad8\u901f\u304b\u3064\u9ad8\u7cbe\u5ea6\u306a\u89e3\u63a2\u7d22\u304c\u671f\u5f85\u3055\u308c\u3066\u3044\u308b\u91cf\u5b50\u30a2\u30cb\u30fc\u30ea\u30f3\u30b0\u30de\u30b7\u30f3\u3092\u7528\u3044\u3066\u4fe1\u53f7\u6a5f\u306e\u5168\u4f53\u5236\u5fa1\u624b\u6cd5\u3092\u63d0\u6848\u3057\u307e\u3059\u3002<\/p>\n<\/div>\n<h2><span class=\"ez-toc-section\" id=\"%E6%BA%96%E5%82%99\"><\/span>\u6e96\u5099<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3><span class=\"ez-toc-section\" id=\"%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%A8%E3%81%AF\"><\/span>\u91cf\u5b50\u30a2\u30cb\u30fc\u30ea\u30f3\u30b0\u30de\u30b7\u30f3\u3068\u306f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u672c\u8ad6\u6587\u306e\u91cf\u5b50\u30a2\u30cb\u30fc\u30ea\u30f3\u30b0\u30de\u30b7\u30f3\u306f\u3001D-Wave 2000Q\u306e\u3053\u3068\u3092\u6307\u3057\u307e\u3059\u30022000Q\u3067\u306f\u3001\u6700\u59272048\u500b\u306e\u91cf\u5b50\u30d3\u30c3\u30c8\u304c\u4f7f\u7528\u53ef\u80fd\u3067\u3059\u3002\u307e\u305f\u3001\u30a2\u30cb\u30fc\u30ea\u30f3\u30b0\u30de\u30b7\u30f3\u3092\u4f7f\u7528\u3059\u308b\u306b\u306f\u3001\u6700\u9069\u5316\u554f\u984c\u3092\u30a4\u30b8\u30f3\u30b0\u30e2\u30c7\u30eb\u306b\u5909\u63db\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>$$\u30a4\u30b8\u30f3\u30b0\u30e2\u30c7\u30eb: H=\\sum_{i \\neq j} J_{i j} \\sigma_i \\sigma_j+\\sum_i h_i \\sigma_i$$<\/p>\n<p>\u76f8\u4e92\u4f5c\u7528$J_{ij}$\u3068\u5c40\u6240\u78c1\u5834$h_{i}$\u3092\u30de\u30b7\u30f3\u306b\u5165\u529b\u3059\u308b\u3053\u3068\u3067\u3001\u89e3\u5019\u88dc$\\boldsymbol{\\sigma}$\u304c\u51fa\u529b\u3055\u308c\u307e\u3059\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E5%95%8F%E9%A1%8C%E8%A8%AD%E5%AE%9A\"><\/span>\u554f\u984c\u8a2d\u5b9a<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u672c\u8ad6\u6587\u3067\u306f\u3001\u5358\u7d14\u5316\u3057\u305f\u90fd\u5e02\u3092\u60f3\u5b9a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E9%83%BD%E5%B8%82%E3%81%A8%E4%BF%A1%E5%8F%B7%E3%81%AE%E7%8A%B6%E6%85%8B\"><\/span>\u90fd\u5e02\u3068\u4fe1\u53f7\u306e\u72b6\u614b<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>$L \\times L$\u306e\u6b63\u65b9\u683c\u5b50\u72b6\u3092\u8003\u3048\u307e\u3059(fig2 (a))\u3002\u307e\u305f\u3001\u5404\u4ea4\u5dee\u70b9\u3067\u306f2\u30d1\u30bf\u30fc\u30f3\u306e\u4fe1\u53f7\u306e\u72b6\u614b\u3092\u53d6\u308a\u307e\u3059(fig2 (b))\u3002\u7e26\u65b9\u5411\u304c\u9752\u306e\u3068\u304d\u3092\u3001$\\sigma = +1$\u3001\u6a2a\u65b9\u5411\u304c\u9752\u306e\u3068\u304d\u3092\u3001$\\sigma = -1$\u3067\u8868\u3057\u307e\u3059\u3002<\/p>\n<div style=\"width: 690px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/media.springernature.com\/full\/springer-static\/image\/art%3A10.1038%2Fs41598-021-82740-0\/MediaObjects\/41598_2021_82740_Fig1_HTML.png?as=webp\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/media.springernature.com\/full\/springer-static\/image\/art%3A10.1038%2Fs41598-021-82740-0\/MediaObjects\/41598_2021_82740_Fig1_HTML.png?as=webp\" width=\"680\" height=\"227\" class=\"\" \/><\/a><p class=\"wp-caption-text\">fig2. \u90fd\u5e02\u3068\u4fe1\u53f7\u306e\u72b6\u614b,\u00a0<a href=\"https:\/\/doi.org\/10.1038\/s41598-021-82740-0\">(https:\/\/doi.org\/10.1038\/s41598-021-82740-0)<\/a><\/p><\/div>\n<h3><span class=\"ez-toc-section\" id=\"%E8%87%AA%E5%8B%95%E8%BB%8A%E3%81%AE%E5%8B%95%E3%81%8D%E6%96%B9\"><\/span>\u81ea\u52d5\u8eca\u306e\u52d5\u304d\u65b9<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u81ea\u52d5\u8eca\u306f\u4ea4\u5dee\u70b9\u306b\u5230\u9054\u3059\u308b\u3068\u3001$a$\u306e\u78ba\u7387\u3067\u76f4\u9032\u3057\u3001$1-a$\u306e\u78ba\u7387\u3067\u53f3\u6298or\u5de6\u6298\u3092\u3057\u307e\u3059(fig3)\u3002\u5168\u3066\u306e\u81ea\u52d5\u8eca\u304c\u3053\u306e\u3088\u3046\u306b\u30e9\u30f3\u30c0\u30e0\u306a\u52d5\u304d\u65b9\u3092\u3057\u307e\u3059\u3002\u307e\u305f\u3001\u30de\u30c3\u30d7\u5916\u306b\u51fa\u305f\u81ea\u52d5\u8eca\u306f\u53cd\u5bfe\u306e\u9053\u8def\u304b\u3089\u5165\u3063\u3066\u304d\u307e\u3059(\u5468\u671f\u5883\u754c\u6761\u4ef6)\u3002<\/p>\n<div id=\"attachment_4940\" style=\"width: 675px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-4940\" src=\"\/T-Wave\/wp-content\/uploads\/2022\/11\/fig3-1024x367.png\" alt=\"\" width=\"665\" height=\"238\" class=\"wp-image-4940 size-large\" \/><p id=\"caption-attachment-4940\" class=\"wp-caption-text\">fig3. \u81ea\u52d5\u8eca\u306e\u52d5\u304d\u65b9<\/p><\/div>\n<h2><span class=\"ez-toc-section\" id=\"%E5%AE%9A%E5%BC%8F%E5%8C%96%E3%81%AE%E6%BA%96%E5%82%99\"><\/span>\u5b9a\u5f0f\u5316\u306e\u6e96\u5099<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u672c\u8ad6\u6587\u306e\u76ee\u7684\u306f\u3001\u90fd\u5e02\u5168\u4f53\u3067\u6700\u9069\u306a\u4fe1\u53f7\u5236\u5fa1\u3067\u3059\u3002\u3053\u3053\u3067\u3044\u3046\u300c\u6700\u9069\u300d\u3068\u3044\u3046\u306e\u306f\u3001\u300c\u8eca\u306e\u6d41\u308c\u3092\u826f\u304f\u3059\u308b\u3088\u3046\u306a\u300d\u3068\u3044\u3046\u610f\u5473\u306b\u306a\u308a\u307e\u3059\u3002\u3053\u306e\u76ee\u7684\u3092\u9054\u6210\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u6df7\u307f\u305d\u3046\u306a\u65b9\u5411\u3092\u9752\u4fe1\u53f7\u306b\u3059\u308b\u3068\u3044\u3046\u65b9\u6cd5\u304c\u8003\u3048\u3089\u308c\u307e\u3059\u3002\u305d\u3053\u3067\u3001\u6b21\u306e\u7ae0\u3067\u306f\u9053\u8def\u306e\u8fbc\u307f\u5177\u5408\u3092\u5b9a\u5f0f\u5316\u3057\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E6%B7%B7%E3%81%BF%E5%85%B7%E5%90%88%E3%81%AE%E5%AE%9A%E5%BC%8F%E5%8C%96\"><\/span>\u6df7\u307f\u5177\u5408\u306e\u5b9a\u5f0f\u5316<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u307e\u305a\u306f\u3001$j \\rightarrow i$\u304c\u7e26\u65b9\u5411\u306e\u5834\u5408\u306e\u9053\u8def(\u4ee5\u4e0b\u3001$road_{ij}$\u3068\u8868\u3059)\u4e0a\u306b\u3044\u308b\u8eca\u306e\u6570\u3092\u8003\u3048\u307e\u3057\u3087\u3046(fig4)\u3002<\/p>\n<div id=\"attachment_4948\" style=\"width: 188px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-4948\" src=\"\/T-Wave\/wp-content\/uploads\/2022\/11\/fig4-543x1024.png\" alt=\"\" width=\"178\" height=\"336\" class=\"wp-image-4948 \" \/><p id=\"caption-attachment-4948\" class=\"wp-caption-text\">fig4. $j \\rightarrow i$\u65b9\u5411\u306e\u9053\u8def\u4e0a\u306b\u3044\u308b\u8eca(\u8d64\u8eca\u7dda\u90e8\u5206)<\/p><\/div>\n<p>\u3053\u3053\u3067\u3001$road_{ij}$\u3092\u901a\u904e\u3059\u308b\u5358\u4f4d\u6642\u9593\u5f53\u305f\u308a\u306e\u5e73\u5747\u53f0\u6570$Q_{av}$[\u53f0\/sec]\u304c\u4e0e\u3048\u3089\u308c\u3066\u3044\u308b\u3068\u3057\u307e\u3059\u3002\u3053\u308c\u3088\u308a\u3001$\\Delta t$[sec]\u9593\u306b\u901a\u904e\u3059\u308b\u53f0\u6570\u306f$Q_{av} \\Delta t$[\u53f0]\u3068\u306a\u308a\u307e\u3059\u3002\u3053\u306e\u5185\u3001\u4f55\u53f0\u304c$road_{ij}$\u306b\u6b8b\u308b\u306e\u304b\u306f\u96a3\u63a5\u3059\u308b\u4fe1\u53f7\u306e\u72b6\u614b\u304b\u3089\u6c7a\u307e\u308a\u307e\u3059(fig5)\u3002\u305d\u3053\u3067\uff14\u30d1\u30bf\u30fc\u30f3\u306e\u4fe1\u53f7\u306e\u72b6\u614b\u3092\u8003\u3048\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n<div id=\"attachment_4957\" style=\"width: 459px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-4957\" src=\"\/T-Wave\/wp-content\/uploads\/2022\/11\/fig5.png\" alt=\"\" width=\"449\" height=\"117\" class=\"wp-image-4957 \" \/><p id=\"caption-attachment-4957\" class=\"wp-caption-text\">fig5.$road_{ij}$\u306b\u6b8b\u308b\u53f0\u6570\u306e\u95a2\u4fc2\u56f3<\/p><\/div>\n<ul>\n<li>$\\sigma_i (t^\u2217)=+1, \\sigma_j (t^\u2217 )=+1$\u306e\u3068\u304d<\/li>\n<\/ul>\n<div id=\"attachment_4960\" style=\"width: 264px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-4960\" src=\"\/T-Wave\/wp-content\/uploads\/2022\/11\/fig6-853x1024.png\" alt=\"\" width=\"254\" height=\"305\" class=\"wp-image-4960 \" \/><p id=\"caption-attachment-4960\" class=\"wp-caption-text\">fig6. $\\sigma_i (t^\u2217)=+1, \\sigma_j (t^\u2217 )=+1$\u306e\u5834\u5408<\/p><\/div>\n<p>fig6\u3088\u308a\u3001$\\Delta t$\u306e\u9593\u306b$road_{ij}$\u304b\u3089$(1-a)\u00d7Q_{av}\\Delta t$[\u53f0]\u6d41\u51fa\u3059\u308b\u3053\u3068\u304c\u5206\u304b\u308a\u307e\u3059\u3002<\/p>\n<ul>\n<li>$\\sigma_i (t^\u2217)=+1, \\sigma_j (t^\u2217 )=-1$\u306e\u3068\u304d<\/li>\n<\/ul>\n<div id=\"attachment_4961\" style=\"width: 277px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-4961\" src=\"\/T-Wave\/wp-content\/uploads\/2022\/11\/fig7-932x1024.png\" alt=\"\" width=\"267\" height=\"293\" class=\"wp-image-4961 \" \/><p id=\"caption-attachment-4961\" class=\"wp-caption-text\">fig7. $\\sigma_i (t^\u2217)=+1, \\sigma_j (t^\u2217 )=-1$\u306e\u5834\u5408<\/p><\/div>\n<p>fig7\u3088\u308a\u3001$\\Delta t$\u306e\u9593\u306b$road_{ij}$\u304b\u3089$a\u00d7Q_{av}\\Delta t$[\u53f0]\u6d41\u51fa\u3059\u308b\u3053\u3068\u304c\u5206\u304b\u308a\u307e\u3059\u3002<\/p>\n<ul>\n<li>$\\sigma_i (t^\u2217)=-1, \\sigma_j (t^\u2217 )=+1$\u306e\u3068\u304d<\/li>\n<\/ul>\n<div id=\"attachment_5263\" style=\"width: 260px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-5263\" src=\"\/T-Wave\/wp-content\/uploads\/2022\/11\/fig8-1-250x300.png\" alt=\"\" width=\"250\" height=\"300\" class=\"size-medium wp-image-5263\" \/><p id=\"caption-attachment-5263\" class=\"wp-caption-text\">fig8. $\\sigma_i (t^\u2217)=-1, \\sigma_j (t^\u2217 )=+1$\u306e\u5834\u5408<\/p><\/div>\n<p>fig8\u3088\u308a\u3001$\\Delta t$\u306e\u9593\u306b$road_{ij}$\u306b$a\u00d7Q_{av}\\Delta t$[\u53f0]\u6d41\u5165\u3059\u308b\u3053\u3068\u304c\u5206\u304b\u308a\u307e\u3059\u3002<\/p>\n<ul>\n<li>$\\sigma_i (t^\u2217)=-1, \\sigma_j (t^\u2217 )=-1$\u306e\u3068\u304d<\/li>\n<\/ul>\n<div id=\"attachment_5264\" style=\"width: 282px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-5264\" src=\"\/T-Wave\/wp-content\/uploads\/2022\/11\/fig9-1-272x300.png\" alt=\"\" width=\"272\" height=\"300\" class=\"size-medium wp-image-5264\" \/><p id=\"caption-attachment-5264\" class=\"wp-caption-text\">fig9. $\\sigma_i (t^\u2217)=-1, \\sigma_j (t^\u2217 )=-1$\u306e\u5834\u5408<\/p><\/div>\n<p>fig9\u3088\u308a\u3001$\\Delta t$\u306e\u9593\u306b$road_{ij}$\u306b$(1-a)\u00d7Q_{av}\\Delta t$[\u53f0]\u6d41\u5165\u3059\u308b\u3053\u3068\u304c\u5206\u304b\u308a\u307e\u3059\u3002\u4e0a\u8a18\uff14\u30d1\u30bf\u30fc\u30f3\u3092\u307e\u3068\u3081\u308b\u3068\u6b21\u306e\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002\u3053\u3053\u3067\u3001\u6d41\u51fa\u3059\u308b\u5834\u5408\u306f\u30de\u30a4\u30ca\u30b9\u3067\u8868\u3059\u3053\u3068\u3067\u3001\u300c\u6d41\u5165\u300d\u3059\u308b\u8eca\u306e\u6570\u3068\u3057\u3066\u307e\u3068\u3081\u307e\u3057\u305f\u3002<\/p>\n<table style=\"border-collapse: collapse; width: 100%; height: 120px;\">\n<tbody>\n<tr style=\"height: 24px;\">\n<td style=\"width: 33.3333%; height: 24px;\">$\\sigma_i$<\/td>\n<td style=\"width: 33.3333%; height: 24px;\">$\\sigma_j$<\/td>\n<td style=\"width: 33.3333%; height: 24px;\">\u6d41\u5165\u3059\u308b\u8eca\u306e\u6570<\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 33.3333%; height: 24px;\">+1<\/td>\n<td style=\"width: 33.3333%; height: 24px;\">+1<\/td>\n<td style=\"width: 33.3333%; height: 24px;\">$(a-1)\u00d7Q_{av}\\Delta t$<\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 33.3333%; height: 24px;\">+1<\/td>\n<td style=\"width: 33.3333%; height: 24px;\">-1<\/td>\n<td style=\"width: 33.3333%; height: 24px;\">$-a\u00d7Q_{av}\\Delta t$<\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 33.3333%; height: 24px;\">-1<\/td>\n<td style=\"width: 33.3333%; height: 24px;\">+1<\/td>\n<td style=\"width: 33.3333%; height: 24px;\">$a\u00d7Q_{av}\\Delta t$<\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 33.3333%; height: 24px;\">-1<\/td>\n<td style=\"width: 33.3333%; height: 24px;\">-1<\/td>\n<td style=\"width: 33.3333%; height: 24px;\">$(1-a)\u00d7Q_{av}\\Delta t$<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u3053\u308c\u3089\u3092\u6e80\u305f\u3059\u5f0f\u306f\u3001<\/p>\n<p>$$(\\Delta t \\text{\u306e\u9593\u306b\u6d41\u5165\u3059\u308b\u8eca\u306e\u6570})=\\frac{1}{2} \\lbrace -\\sigma _i (t^\u2217)+(2a-1)\\sigma _j (t^\u2217) \\rbrace Q_{av} \\Delta t$$<\/p>\n<p>\u3068\u306a\u308a\u307e\u3059\u3002$road_{ij}$\u304c\u6a2a\u65b9\u5411\u306e\u3068\u304d\u3082\u540c\u69d8\u306b\u3057\u3066\u3001<\/p>\n<p>$$(\\Delta t \\text{\u306e\u9593\u306b\u6d41\u5165\u3059\u308b\u8eca\u306e\u6570})=- \\frac{1}{2} \\lbrace -\\sigma _i (t^\u2217)+(2\\sigma -1)\\sigma_j (t^\u2217) \\rbrace Q_{av} \\Delta t$$<\/p>\n<p>\u3068\u306a\u308a\u307e\u3059\u3002\u3053\u3053\u3067\u3001<\/p>\n<p>$$s_{i j}=\\left\\{\\begin{array}{cl}+1 &amp; j \\rightarrow i \\text { \u304c\u7e26\u65b9\u5411 } \\\\ -1 &amp; j \\rightarrow i \\text { \u304c\u6a2a\u65b9\u5411 }\\end{array}\\right\\}$$<\/p>\n<p>\u3092\u7528\u3044\u308b\u3068\u3001\u4e0a\u8a182\u5f0f\u306f\u6b21\u306e\u3088\u3046\u306b\u8868\u305b\u307e\u3059\u3002<\/p>\n<p>$$(\\Delta t\u306e\u9593\u306b\u6d41\u5165\u3059\u308b\u8eca\u306e\u6570)= \\frac{s_{ij}}{2} \\lbrace -\\sigma _i (t^\u2217)+(2a-1)\\sigma _j (t^\u2217) \\rbrace Q_{av}\u00a0 \\Delta t$$<\/p>\n<p>\u3053\u308c\u3092\u7528\u3044\u3066\u3001\u8eca\u306e\u6570$q_{ij}^\u2217$\u306b\u95a2\u3059\u308b\u5dee\u5206\u65b9\u7a0b\u5f0f\u304c\u5f97\u3089\u308c\u307e\u3059\u3002<\/p>\n<p>$$q_{ij}^\u2217 (t^\u2217+\\Delta t)=q_{ij}^\u2217 (t^\u2217 )+\\frac{s_{ij}}{2} \\lbrace -\\sigma _i (t^\u2217 )+(2a-1)\\sigma _j (t^\u2217 ) \\rbrace Q_{av} \\Delta t$$<\/p>\n<p>\u4e21\u8fba$Q_{av}\\Delta t$\u3067\u5272\u308b\u3053\u3068\u306b\u3088\u308a\u3001 $q_{ij}^\u2217$\u3092\u6b63\u898f\u5316\u3059\u308b\u3068\u3001<\/p>\n<p>$$q_{ij}(t+1) = q_{ij}(t)+ \\frac{s_{ij}}{2} \\lbrace -\\sigma _i (t)+\u03b1 \\sigma _j (t) \\rbrace$$<\/p>\n<p>\u3068\u306a\u308a\u307e\u3059\u3002\u3053\u3053\u3067\u3001$ q_{ij}(t):=q_{ij}^{\u2217}(t^*)\/(Q_{av}\\Delta t), t:=t^{\u2217}\/\\Delta t, \\alpha:=2a-1$\u3067\u3059\u3002$q_{ij}$ \u306f\u6b63\u78ba\u306b\u306f\u8eca\u306e\u6570\u3067\u306f\u306a\u3044\u306e\u3067\u3001\u300c\u6df7\u307f\u5177\u5408\u300d\u3068\u547c\u3076\u3053\u3068\u306b\u3057\u307e\u3057\u3087\u3046\u3002\u3053\u306e\u5f0f\u3092\u7528\u3044\u3066\u3001\u73fe\u5728\u306e\u6642\u523b$t$\u306e\u4fe1\u53f7\u306e\u72b6\u614b\u304b\u3089\u3001\u6b21\u306e\u6642\u523b$t+1$\u306b\u304a\u3051\u308b\u6df7\u307f\u5177\u5408$q_{ij} (t+1)$\u304c\u4e88\u60f3\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u3088\u308a\u3001\u6df7\u307f\u305d\u3046\u306a\u65b9\u5411\u3092\u9752\u4fe1\u53f7\u306b\u3059\u308b\u3088\u3046\u306a\u5b9a\u5f0f\u5316\u3092\u8003\u3048\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E6%B7%B7%E3%81%BF%E3%81%9D%E3%81%86%E3%81%AA%E6%96%B9%E5%90%91%E3%82%92%E9%9D%92%E3%81%AB%E3%81%99%E3%82%8B\"><\/span>\u6df7\u307f\u305d\u3046\u306a\u65b9\u5411\u3092\u9752\u306b\u3059\u308b<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u3053\u3053\u3067\u3001\u7e26\u65b9\u5411\u3068\u6a2a\u65b9\u5411\u306e\u6df7\u307f\u5177\u5408\u306e\u5dee\u3092\u8003\u3048\u307e\u3057\u3087\u3046\u3002<\/p>\n<div id=\"attachment_4976\" style=\"width: 371px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-4976\" src=\"\/T-Wave\/wp-content\/uploads\/2022\/11\/fig10-978x1024.png\" alt=\"\" width=\"361\" height=\"378\" class=\"wp-image-4976 \" \/><p id=\"caption-attachment-4976\" class=\"wp-caption-text\">fig10. \u4ea4\u5dee\u70b9$i$\u306b\u96a3\u63a5\u3059\u308b\u4ea4\u5dee\u70b9$a, b, c, d$<\/p><\/div>\n<p>fig10\u306b\u304a\u3044\u3066\u3001\u7e26\u65b9\u5411\u3068\u6a2a\u65b9\u5411\u306e\u6df7\u307f\u5177\u5408\u306e\u5dee\u306f\u3001<\/p>\n<p>$$\\frac{1}{2}\\left(q_{i a}+q_{i b}\\right) &#8211; \\frac{1}{2}\\left(q_{i c}+q_{i d}\\right)$$<\/p>\n<p>\u3068\u306a\u308a\u307e\u3059\u3002\u3053\u308c\u304c\u6b63\u306a\u3089\u7e26\u65b9\u5411\u304c\u3001\u8ca0\u306a\u3089\u6a2a\u65b9\u5411\u304c\u6df7\u3093\u3067\u3044\u308b\u3068\u8868\u305b\u307e\u3059\u3002\u5f93\u3063\u3066\u3001\u6642\u523b$t+1$\u306b\u304a\u3051\u308b\u6df7\u307f\u5177\u5408\u306e\u5dee$x_{i}(t+1)$\u306f\u3001<\/p>\n<p>$$x_{i}(t+1) = \\frac{1}{2}\\left(q_{i a}+q_{i b}\\right) &#8211; \\frac{1}{2}\\left(q_{i c}+q_{i d}\\right) = \\frac{1}{2} \\sum_{j \\in N(i)} s_{ij}q_{ij}(t+1)$$<\/p>\n<p>\u3068\u8868\u305b\u307e\u3059\u3002\u3053\u3053\u3067\u3001$N(i)$\u306f$i$\u306b\u96a3\u63a5\u3059\u308b\u4ea4\u5dee\u70b9\u306e\u96c6\u5408\u3067\u3059\u3002\u5148\u7a0b\u6c42\u3081\u305f\u6df7\u307f\u5177\u5408$q_{ij}(t+1)$\u3092\u4ee3\u5165\u3059\u308b\u3068\u3001<\/p>\n<p>$$<br \/>\n\\begin{equation}<br \/>\n\\begin{split}<br \/>\nx_{i}(t+1) &amp;= \\frac{1}{2} \\sum_{j \\in N(i)} s_{ij} \\lbrace q_{ij}(t)+ \\frac{s_{ij}}{2} \\lbrace -\\sigma_i (t)+\u03b1\\sigma_j (t) \\rbrace \\rbrace \\\\<br \/>\n&amp;= x_{i}(t)+ \\lbrace -\\sigma_{i}(t) + \\frac{\\alpha}{4} \\sum_{j \\in N(i)} \\sigma_{j}(t) \\rbrace<br \/>\n\\end{split}<br \/>\n\\end{equation}<br \/>\n$$<\/p>\n<p>\u3068\u5909\u5f62\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u3088\u308a\u3001\u6df7\u307f\u5177\u5408\u306e\u5dee$x_{i}$\u3068\u4fe1\u53f7\u6a5f\u306e\u8272$\\sigma_{i}$\u306e\u95a2\u4fc2\u5f0f\u304c\u5c0e\u51fa\u3067\u304d\u307e\u3057\u305f\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E3%81%93%E3%81%93%E3%81%BE%E3%81%A7%E3%81%AE%E3%81%BE%E3%81%A8%E3%82%81\"><\/span>\u3053\u3053\u307e\u3067\u306e\u307e\u3068\u3081<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u6df7\u3093\u3067\u308b\u65b9\u5411\u3092\u9752\u4fe1\u53f7\u306b\u3059\u308b\u305f\u3081\u306b\u3001\u6df7\u307f\u5177\u5408\u306e\u5dee\u3092\u5b9a\u5f0f\u5316\u3057\u307e\u3057\u305f\u3002<br \/>\n$$<br \/>\n\\begin{equation}<br \/>\n\\begin{split}<br \/>\nx_{i}(t+1) &amp;= \\text{(\u7e26\u65b9\u5411\u306e\u6df7\u307f\u5177\u5408) &#8211; (\u6a2a\u65b9\u5411\u306e\u6df7\u307f\u5177\u5408)}\\\\<br \/>\n&amp;= x_{i}(t)+ \\lbrace -\\sigma_{i}(t) + \\frac{\\alpha}{4} \\sum_{j \\in N(i)} \\sigma_{j}(t) \\rbrace<br \/>\n\\end{split}<br \/>\n\\end{equation}<br \/>\n$$<\/p>\n<p>\u5f93\u3063\u3066\u3001<\/p>\n<p>$$\\left\\{\\begin{array}{cl}\\sigma_{i}(t+1)\\leftarrow +1 &amp; \\text{if } x_{i}(t+1)&gt;0 \\\\ \\sigma_{i}(t+1)\\leftarrow -1 &amp; \\text{if } x_{i}(t+1)&lt;0\\end{array}\\right\\}$$<\/p>\n<p>\u3068\u3059\u308c\u3070\u826f\u3055\u305d\u3046\u3067\u3059\u3002\u3057\u304b\u3057\u3001\u3053\u308c\u3067\u306f\u5c40\u6240\u5236\u5fa1\u306b\u306a\u3063\u3066\u3057\u307e\u3044\u3001\u5168\u4f53\u5236\u5fa1\u3092\u3059\u308b\u3068\u3044\u3046\u76ee\u7684\u3092\u679c\u305f\u305b\u307e\u305b\u3093\u3002\u305d\u3053\u3067\u3001$x_{i}$\u3092\u30d9\u30af\u30c8\u30eb\u5f62\u5f0f\u3067\u8868\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E7%9B%AE%E7%9A%84%E9%96%A2%E6%95%B0\"><\/span>\u76ee\u7684\u95a2\u6570<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>$$x_{i}(t+1) =\u00a0 x_{i}(t)+ \\lbrace -\\sigma_{i}(t) + \\frac{\\alpha}{4} \\sum_{j \\in N(i)} \\sigma_{j}(t) \\rbrace$$<\/p>\n<p>\u3092\u30d9\u30af\u30c8\u30eb\u5316\u3059\u308b\u3068\u6b21\u306e\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>$$\\mathbf{x}(t+1) =\u00a0 \\mathbf{x}(t)+ \\left( -\\mathbf{I} + \\frac{\\alpha}{4} A\u00a0 \\right)\\boldsymbol{\\sigma}(t)$$<\/p>\n<p>\u3053\u3053\u3067\u3001$\\mathbf{I}$\u306f\u5358\u4f4d\u884c\u5217\u3067\u3001$A$\u306f\u96a3\u63a5\u884c\u5217\u3067\u3059\u3002\u6df7\u3093\u3067\u308b\u65b9\u5411\u3092\u9752\u4fe1\u53f7\u306b\u3059\u308b\u3068\u3044\u3046\u3053\u3068\u306f\u3001\u6df7\u307f\u5177\u5408\u306e\u5dee\u30920\u306b\u3059\u308b\u3068\u3044\u3046\u3053\u3068\u306b\u7b49\u3057\u3044\u3067\u3059\u3002\u3064\u307e\u308a\u3001$\\mathbf{x}(t+1)$\u30920\u306b\u8fd1\u3065\u3051\u308b\u3088\u3046\u306a$\\boldsymbol{\\sigma}(t)$\u3092\u9078\u3079\u3070\u826f\u3044\u3067\u3057\u3087\u3046\u3002\u5f93\u3063\u3066\u3001\u76ee\u7684\u95a2\u6570\u306f\u3001<\/p>\n<p>$$\\min \\quad \\mathbf{x}(t+1)^{T}\\mathbf{x}(t+1)$$<\/p>\n<p>\u3068\u306a\u308a\u307e\u3059\u3002\u3053\u308c\u3092\u6700\u5c0f\u5316\u3059\u308b\u3088\u3046\u306a$\\boldsymbol{\\sigma}$\u3092\u9078\u3076\u3053\u3068\u3067\u3001\u5168\u4f53\u5236\u5fa1\u3092\u5b9f\u73fe\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u3053\u308c\u3060\u3051\u3067\u306f\u4fe1\u53f7\u306e\u8272\u304c\u983b\u7e41\u306b\u5909\u308f\u3063\u3066\u3057\u307e\u3046\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u3068\u3044\u3046\u306e\u3082\u3001\u4fe1\u53f7\u304c\u983b\u7e41\u306b\u5207\u308a\u66ff\u308f\u308b\u3068\u3001\u6b69\u884c\u8005\u304c\u6e21\u308a\u304d\u308c\u306a\u3044\u7b49\u306e\u554f\u984c\u304c\u751f\u3058\u308b\u304b\u3089\u3067\u3059\u3002\u305d\u3053\u3067\u3001\u6b21\u306e\u5236\u7d04\u6761\u4ef6\u3092\u52a0\u3048\u307e\u3059\u3002<\/p>\n<p>$$\\min \\quad\u00a0 \\eta \\left( \\boldsymbol{\\sigma}(t) &#8211; \\boldsymbol{\\sigma}(t-1) \\right)^{T} \\left( \\boldsymbol{\\sigma}(t) &#8211; \\boldsymbol{\\sigma}(t-1) \\right)$$<\/p>\n<p>$\\eta$\u306f\u30cf\u30a4\u30d1\u30fc\u30d1\u30e9\u30e1\u30fc\u30bf\u3067\u3059\u3002\u3053\u306e\u5236\u7d04\u306b\u3088\u308a\u3001\u4fe1\u53f7\u304c\u5207\u308a\u66ff\u308f\u308b\u3068\u30da\u30ca\u30eb\u30c6\u30a3\u304c\u767a\u751f\u3057\u307e\u3059\u3002\u5f93\u3063\u3066\u3001\u6700\u7d42\u7684\u306a\u76ee\u7684\u95a2\u6570\u306f\u6b21\u306e\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>$$H \\left( \\boldsymbol{\\sigma}(t) \\right) = \\mathbf{x}(t+1)^{T}\\mathbf{x}(t+1) + \\eta \\left( \\boldsymbol{\\sigma}(t) &#8211; \\boldsymbol{\\sigma}(t-1) \\right)^{T} \\left( \\boldsymbol{\\sigma}(t) &#8211; \\boldsymbol{\\sigma}(t-1) \\right)$$<\/p>\n<p>\u3053\u3053\u3067\u3001D-Wave\u30de\u30b7\u30f3\u306b\u5165\u529b\u3067\u304d\u308b\u3088\u3046\u306b\u5f0f\u5909\u5f62\u3092\u884c\u3044\u307e\u3057\u3087\u3046\u3002<\/p>\n<p>$$<br \/>\n\\begin{equation}<br \/>\n\\begin{split}<br \/>\nH \\left( \\boldsymbol{\\sigma}(t) \\right) &amp;= \\mathbf{x}(t+1)^{T}\\mathbf{x}(t+1) + \\eta \\left( \\boldsymbol{\\sigma}(t) &#8211; \\boldsymbol{\\sigma}(t-1) \\right)^{T} \\left( \\boldsymbol{\\sigma}(t) &#8211; \\boldsymbol{\\sigma}(t-1) \\right)\\\\<br \/>\n&amp;= \\boldsymbol{\\sigma}(t)^T(B^TB+\\eta \\mathbf{I})\\boldsymbol{\\sigma}(t) + (2\\mathbf x (t)^TB &#8211; 2\\eta \\boldsymbol{\\sigma}(t-1))\\boldsymbol{\\sigma}(t)+c(t)\\\\<br \/>\n&amp;= \\boldsymbol{\\sigma}(t)^T J \\boldsymbol{\\sigma}(t)+ h \\boldsymbol{\\sigma}(t) + c(t)<br \/>\n\\end{split}<br \/>\n\\end{equation}<br \/>\n$$<\/p>\n<p>\u3053\u3053\u3067\u3001$B := (-\\mathbf{I}+\\frac{\\alpha}{4}A)\u3001c(t)$\u306f\u5b9a\u6570\u9805\u3067\u3059\u3002\u76f8\u4e92\u4f5c\u7528$J$\u3068\u5c40\u6240\u78c1\u5834$h$\u3092\u5165\u529b\u3059\u308b\u3053\u3068\u3067\u3001\u89e3\u5019\u88dc\u3092\u5f97\u308b\u3053\u3068\u304c\u51fa\u6765\u307e\u3059\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E5%AE%9F%E9%A8%93\"><\/span>\u5b9f\u9a13<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u5b9f\u9a13\u306f\u3001\u5404\u30b9\u30c6\u30c3\u30d7\u3067\u4fe1\u53f7\u306e\u72b6\u614b\u3092\u6c7a\u5b9a\u3057\u307e\u3059\u3002\u305d\u306e\u6642\u306b\u7528\u3044\u308b\u624b\u6cd5\u306f3\u7a2e\u985e\u3042\u308a\u307e\u3059\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E6%89%8B%E6%B3%95%E3%81%AE%E8%A9%B3%E7%B4%B0\"><\/span>\u624b\u6cd5\u306e\u8a73\u7d30<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li>\u5c40\u6240\u5236\u5fa1<\/li>\n<\/ul>\n<p>\u5404\u4ea4\u5dee\u70b9\u306e\u6df7\u307f\u5177\u5408\u306f\u3001\u6b21\u306e\u3088\u3046\u306b\u8868\u3059\u3053\u3068\u304c\u51fa\u6765\u307e\u3057\u305f\u3002<\/p>\n<p>$$x_{i}(t+1) := \\text{(\u7e26\u65b9\u5411\u306e\u6df7\u307f\u5177\u5408) &#8211; (\u6a2a\u65b9\u5411\u306e\u6df7\u307f\u5177\u5408)}$$<\/p>\n<p>\u5f93\u3063\u3066\u3001\u5404\u4ea4\u5dee\u70b9\u306b\u3064\u3044\u3066\u6b21\u306e\u64cd\u4f5c\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002<\/p>\n<p>$\\left\\{\\begin{array}{cl}\\sigma_{i}(t+1)\\leftarrow +1 &amp; \\text{if } x_{i}(t+1)&gt;0 \\\\ \\sigma_{i}(t+1)\\leftarrow -1 &amp; \\text{if } x_{i}(t+1)&lt;0\\end{array}\\right\\}$<\/p>\n<p>\u3053\u306e\u5236\u5fa1\u65b9\u6cd5\u306f\u3001\u96a3\u63a5\u3059\u308b\u4ea4\u5dee\u70b9\u306e\u4ea4\u901a\u72b6\u6cc1\u306b\u95a2\u308f\u3089\u305a\u3001\u6df7\u3093\u3067\u308b\u65b9\u5411\u3092\u305f\u3060\u3072\u305f\u3059\u3089\u9752\u4fe1\u53f7\u306b\u3059\u308b\u3068\u3044\u3046\u70b9\u3067\u5c40\u6240\u5236\u5fa1\u3068\u8a00\u3048\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u30b7\u30df\u30e5\u30ec\u30fc\u30c6\u30c3\u30c9\u30fb\u30a2\u30cb\u30fc\u30ea\u30f3\u30b0(SA)<\/li>\n<\/ul>\n<p>D-Wave\u306eneal\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u91cf\u5b50\u30a2\u30cb\u30fc\u30ea\u30f3\u30b0(QA)<\/li>\n<\/ul>\n<p>D-Wave 2000Q \u3092\u4f7f\u7528\u3057\u307e\u3059\u3002\u305f\u3060\u3057\u3001D-Wave 2000Q\u306f\u4f7f\u7528\u3067\u304d\u308b\u91cf\u5b50\u30d3\u30c3\u30c8\u306b\u5236\u9650\u304c\u3042\u308b\u305f\u3081\u3001\u30b0\u30e9\u30d5\u5206\u5272\u3092\u884c\u3044\u307e\u3059\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E3%82%B0%E3%83%A9%E3%83%95%E5%88%86%E5%89%B2\"><\/span>\u30b0\u30e9\u30d5\u5206\u5272<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u30b0\u30e9\u30d5\u304c\u5168\u7d50\u5408\u306e\u5834\u5408\u30012000Q\u306e\u6271\u3048\u308b\u6700\u5927\u5909\u6570\u306f64\u5909\u6570\u3067\u3059\u3002\u5f93\u3063\u3066\u3001$L^2\\leq64\\Leftrightarrow L\\leq8$\u3092\u6e80\u305f\u3059\u3088\u3046\u306b\u5206\u5272\u3057\u307e\u3059\u3002\u5b9f\u969b\u306b\u5206\u5272\u3057\u305f\u76f8\u4e92\u4f5c\u7528$J$\u3092\u4ee5\u4e0b\u306efig11\u306b\u793a\u3057\u307e\u3059\u3002<\/p>\n<div style=\"width: 308px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/media.springernature.com\/full\/springer-static\/image\/art%3A10.1038%2Fs41598-021-82740-0\/MediaObjects\/41598_2021_82740_Fig10_HTML.png?as=webp\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/media.springernature.com\/full\/springer-static\/image\/art%3A10.1038%2Fs41598-021-82740-0\/MediaObjects\/41598_2021_82740_Fig10_HTML.png?as=webp\" width=\"298\" height=\"298\" class=\"\" \/><\/a><p class=\"wp-caption-text\">fig11. \u5206\u5272\u3055\u308c\u305f\u76f8\u4e92\u4f5c\u7528,\u00a0<a href=\"https:\/\/doi.org\/10.1038\/s41598-021-82740-0\">(https:\/\/doi.org\/10.1038\/s41598-021-82740-0)<\/a><\/p><\/div>\n<p>\u5206\u5272\u306b\u306fMetis\u3068\u3044\u3046\u30b0\u30e9\u30d5\u5206\u5272\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u304c\u4f7f\u308f\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E5%AE%9F%E9%A8%93%E8%A8%AD%E5%AE%9A\"><\/span>\u5b9f\u9a13\u8a2d\u5b9a<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<table style=\"border-collapse: collapse; width: 100%; height: 120px;\">\n<tbody>\n<tr style=\"height: 24px;\">\n<td style=\"width: 33.3333%; height: 24px;\"><strong>\u5b9a\u6570<\/strong><\/td>\n<td style=\"width: 33.3333%; height: 24px;\"><\/td>\n<td style=\"width: 33.3333%; height: 24px;\"><strong>\u5024<\/strong><\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 33.3333%; height: 24px;\">\u76f4\u9032\u78ba\u7387<\/td>\n<td style=\"width: 33.3333%; height: 24px;\">$a$<\/td>\n<td style=\"width: 33.3333%; height: 24px;\">0.9<\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 33.3333%; height: 24px;\">\u30cf\u30a4\u30d1\u30fc\u30d1\u30e9\u30e1\u30fc\u30bf<\/td>\n<td style=\"width: 33.3333%; height: 24px;\">$\\eta$<\/td>\n<td style=\"width: 33.3333%; height: 24px;\">1.0<\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 33.3333%; height: 24px;\">\u6df7\u307f\u5177\u5408\u306e\u521d\u671f\u5024<\/td>\n<td style=\"width: 33.3333%; height: 24px;\">$\\mathbf{x}(0)$<\/td>\n<td style=\"width: 33.3333%; height: 24px;\">[-5.0,5.0]\u306e\u7bc4\u56f2\u3067\u4e00\u69d8\u5206\u5e03\u306b\u5f93\u3046\u4e71\u6570<\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 33.3333%; height: 24px;\">\u4fe1\u53f7\u306e\u72b6\u614b\u306e\u521d\u671f\u5024<\/td>\n<td style=\"width: 33.3333%; height: 24px;\">$\\boldsymbol{\\sigma}(0)$<\/td>\n<td style=\"width: 33.3333%; height: 24px;\">{\u00b11}\u306e2\u9805\u5206\u5e03\u306b\u5f93\u3046\u4e71\u6570<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3><span class=\"ez-toc-section\" id=\"%E5%AE%9F%E9%A8%93%E3%81%AE%E6%A7%98%E5%AD%90\"><\/span>\u5b9f\u9a13\u306e\u69d8\u5b50<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u4e0a\u8a18\u306e\u8a2d\u5b9a\u30671\u3064\u76ee\u306e\u5b9f\u9a13\u3092\u884c\u3044\u307e\u3059\u3002$t=100$\u6642\u70b9\u3067\u306e\u4ea4\u5dee\u70b9\u306e\u69d8\u5b50\u3092\u898b\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n<div style=\"width: 741px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/media.springernature.com\/full\/springer-static\/image\/art%3A10.1038%2Fs41598-021-82740-0\/MediaObjects\/41598_2021_82740_Fig2_HTML.jpg?as=webp\" width=\"731\" height=\"244\" alt=\"\" class=\"\" \/><p class=\"wp-caption-text\">fig12. $t=100$\u6642\u70b9\u3067\u306e\u4ea4\u5dee\u70b9\u3002(a)\u304c\u5c40\u6240\u5236\u5fa1\u3001(b)\u304cSA\u3001(c)\u304cQA\u306e\u5834\u5408,\u00a0<a href=\"https:\/\/doi.org\/10.1038\/s41598-021-82740-0\">(https:\/\/doi.org\/10.1038\/s41598-021-82740-0)<\/a><\/p><\/div>\n<p>\u8d64\u306f\u3001$\\sigma _{i} = +1$\u3002\u9752\u306f\u3001$\\sigma _{i} = -1$\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002\u5c40\u6240\u5236\u5fa1\u306b\u6bd4\u3079\u3066\u3001SA\u3084QA\u3067\u306f\u9752\u8272\u3084\u8d64\u8272\u306e\u5927\u304d\u306a\u30af\u30e9\u30b9\u30bf\u30fc\u304c\u51fa\u6765\u3066\u3044\u307e\u3059(fig12)\u3002\u30af\u30e9\u30b9\u30bf\u30fc\u304c\u51fa\u6765\u3066\u3044\u308b\u3068\u6b21\u306e\u4ea4\u5dee\u70b9\u3067\u3082\u30b9\u30e0\u30fc\u30ba\u306b\u9032\u3081\u308b\u305f\u3081\u3001\u76f4\u611f\u7684\u306b\u306fSA\u3084QA\u3067\u6700\u9069\u5316\u304c\u4e0a\u624b\u304f\u884c\u3063\u3066\u3044\u308b\u3088\u3046\u306b\u601d\u3048\u307e\u3059\u3002\u4ee5\u964d\u306e\u5b9f\u9a13\u3067\u306f\u3001\u672c\u5f53\u306bSA\u3084QA\u304c\u5c40\u6240\u5236\u5fa1\u3088\u308a\u3082\u512a\u4f4d\u306a\u306e\u304b\u691c\u8a3c\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E3%83%8F%E3%83%9F%E3%83%AB%E3%83%88%E3%83%8B%E3%82%A2%E3%83%B3%E3%81%AE%E8%A8%88%E6%B8%AC\"><\/span>\u30cf\u30df\u30eb\u30c8\u30cb\u30a2\u30f3\u306e\u8a08\u6e2c<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<div style=\"width: 695px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/media.springernature.com\/lw685\/springer-static\/image\/art%3A10.1038%2Fs41598-021-82740-0\/MediaObjects\/41598_2021_82740_Fig3_HTML.png?as=webp\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/media.springernature.com\/lw685\/springer-static\/image\/art%3A10.1038%2Fs41598-021-82740-0\/MediaObjects\/41598_2021_82740_Fig3_HTML.png?as=webp\" width=\"685\" height=\"231\" class=\"size-medium\" \/><\/a><p class=\"wp-caption-text\">fig13.(a)\u6a2a\u8ef8\u304c\u6642\u523b\u3001\u7e26\u6642\u523b\u304c\u30cf\u30df\u30eb\u30c8\u30cb\u30a2\u30f3\u3002(b)\u6a2a\u8ef8\u304c\u76f4\u9032\u78ba\u7387\u306b\u95a2\u308f\u308b\u30d1\u30e9\u30e1\u30fc\u30bf\u3001\u7e26\u8ef8\u304c\u5e73\u5747\u30cf\u30df\u30eb\u30c8\u30cb\u30a2\u30f3,\u00a0<a href=\"https:\/\/doi.org\/10.1038\/s41598-021-82740-0\">(https:\/\/doi.org\/10.1038\/s41598-021-82740-0)<\/a><\/p><\/div>\n<p>fig13(a)\u3092\u898b\u3066\u4e0b\u3055\u3044\u3002\u7dd1\u8272\u304cQA\u306e\u7d50\u679c\u3067\u3059\u3002\u307b\u3068\u3093\u3069\u3059\u3079\u3066\u306e\u6642\u523b\u3067\u3001QA\u306e\u30cf\u30df\u30eb\u30c8\u30cb\u30a2\u30f3\u304c\u6700\u3082\u4f4e\u3044\u5024\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u307e\u305f\u3001QA\u3068SA\u304c\u632f\u52d5\u7684\u306b\u306a\u3063\u3066\u3044\u308b\u3053\u3068\u3082\u8aad\u307f\u53d6\u308c\u307e\u3059\u3002<\/p>\n<h4><span class=\"ez-toc-section\" id=\"%E8%80%83%E5%AF%9Fa\"><\/span>\u8003\u5bdf(a)<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u307e\u305a\u306f\u3001QA\u3068SA\u304c\u632f\u52d5\u7684\u306b\u306a\u3063\u305f\u3053\u3068\u306b\u3064\u3044\u3066\u306e\u8003\u5bdf\u3067\u3059\u3002\u672c\u8ad6\u6587\u3067\u306f\u3001$t+1$\u6642\u70b9\u3067\u6700\u9069\u306a\u89e3\u3092\u51fa\u529b\u3059\u308b\u3088\u3046\u306a\u76ee\u7684\u95a2\u6570\u3092\u8a2d\u8a08\u3057\u307e\u3057\u305f\u3002\u3057\u304b\u3057\u3001\u305d\u306e\u89e3\u304c$t+2,t+3,&#8230;$\u3067\u6e0b\u6ede\u3092\u5f15\u304d\u8d77\u3053\u3059\u8981\u56e0\u306b\u306a\u3063\u3066\u3044\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u30cf\u30df\u30eb\u30c8\u30cb\u30a2\u30f3\u306f\u632f\u52d5\u7684\u306b\u306a\u3063\u305f\u3068\u8003\u3048\u3089\u308c\u307e\u3059\u3002<\/p>\n<p>\u7d9a\u3044\u3066\u3001QA\u304c\u6700\u3082\u512a\u4f4d\u306b\u306a\u3063\u305f\u3053\u3068\u306b\u5bfe\u3059\u308b\u8003\u5bdf\u3067\u3059\u3002D-Wave 2000Q\u306f\u3001\u76f8\u4e92\u4f5c\u7528$J$\u304c\u30b9\u30d1\u30fc\u30b9\u3060\u3068\u89e3\u306e\u7cbe\u5ea6\u304c\u5411\u4e0a\u3059\u308b\u3053\u3068\u304c\u77e5\u3089\u308c\u3066\u3044\u307e\u3059\u3002\u4eca\u56de\u4f7f\u7528\u3057\u305f\u76f8\u4e92\u4f5c\u7528\u3092\u5c55\u958b\u3059\u308b\u3068\u3001\u6b21\u306e\u3088\u3046\u306a\u5f62\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>$$J = (1+\\eta)\\mathbf{I}-\\frac{\\alpha}{2}A+\\frac{\\alpha^{2}}{16}A^{T}A$$<\/p>\n<p>\u3053\u3053\u3067\u3001 $A$\u306f\u96a3\u63a5\u884c\u5217\u306a\u306e\u3067\u3001\u5404\u5217\u306e\u975e\u30bc\u30ed\u8981\u7d20\u306f4\u500b(fig14(a)\u3001\u7dd1\u8272\u30ce\u30fc\u30c9)\u3067\u3059\u3002\u307e\u305f\u3001$A^{T}A$\u306e\u5404\u5217\u306e\u975e\u30bc\u30ed\u8981\u7d20\u306f9\u500b(fig14(a)\u3001\u6a59\u8272\u30ce\u30fc\u30c9)\u3067\u3059\u3002\u5f93\u3063\u3066\u3001\u975e\u30bc\u30ed\u8981\u7d20\u306e\u7dcf\u6570\u306f\u3001$13L^2$\u3068\u306a\u308a\u307e\u3059\u3002\u3053\u308c\u3088\u308a\u3001$J$\u306e\u758e\u5bc6\u5ea6\u306f\u3001<\/p>\n<p>$$S_{J}(L)=(\u30bc\u30ed\u8981\u7d20\u6570)\/(\u5168\u8981\u7d20\u6570)=(L^{4} &#8211; 13L^{2})\/L^{4}$$<\/p>\n<p>\u3067\u8868\u3055\u308c\u307e\u3059\u3002<\/p>\n<div style=\"width: 624px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/media.springernature.com\/full\/springer-static\/image\/art%3A10.1038%2Fs41598-021-82740-0\/MediaObjects\/41598_2021_82740_Fig4_HTML.png?as=webp\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/media.springernature.com\/full\/springer-static\/image\/art%3A10.1038%2Fs41598-021-82740-0\/MediaObjects\/41598_2021_82740_Fig4_HTML.png?as=webp\" width=\"614\" height=\"242\" alt=\"\" class=\"\" \/><\/a><p class=\"wp-caption-text\">fig14.(a)\u30b0\u30e9\u30d5\u306e\u96a3\u63a5\u95a2\u4fc2\u3001(b)\u90fd\u5e02\u30b5\u30a4\u30ba\u3068\u758e\u5bc6\u5ea6\u306e\u95a2\u4fc2,\u00a0<a href=\"https:\/\/doi.org\/10.1038\/s41598-021-82740-0\">(https:\/\/doi.org\/10.1038\/s41598-021-82740-0)<\/a><\/p><\/div>\n<p>\u3053\u308c\u3088\u308a\u3001$L\u2192\u221e$\u306e\u3068\u304d\u3001$S_J (L)\u21921$\u3068\u306a\u308a\u307e\u3059\u3002\u3064\u307e\u308a\u3001\u90fd\u5e02\u30b5\u30a4\u30ba\u304c\u5927\u304d\u304f\u306a\u308b\u3068\u3001\u30b9\u30d1\u30fc\u30b9\u6027\u304c\u9ad8\u304f\u306a\u308b\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002\u3053\u308c\u3089\u306e\u8b70\u8ad6\u3088\u308a\u3001\u672c\u8ad6\u6587\u306e$L=50$\u306e\u5834\u5408\u3067\u306f\u30b9\u30d1\u30fc\u30b9\u6027\u304c\u9ad8\u304f(fig14(b)\u53c2\u7167)\u3001D-Wave 2000Q\u304c\u512a\u4f4d\u306b\u306a\u3063\u305f\u3068\u8003\u3048\u3089\u308c\u307e\u3059\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E3%83%8F%E3%83%9F%E3%83%AB%E3%83%88%E3%83%8B%E3%82%A2%E3%83%B3%E3%81%AE%E6%99%82%E9%96%93%E7%99%BA%E5%B1%95\"><\/span>\u30cf\u30df\u30eb\u30c8\u30cb\u30a2\u30f3\u306e\u6642\u9593\u767a\u5c55<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u7d9a\u3044\u3066\u3001fig13(b)\u306e\u7d50\u679c\u3092\u898b\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002$\\alpha$\u3092\u5909\u5316\u3055\u305b\u305f\u3068\u304d\u306e\u6642\u9593\u5e73\u5747\u30cf\u30df\u30eb\u30c8\u30cb\u30a2\u30f3\u3092fig13(b)\u306f\u793a\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3088\u308a\u3001$\\alpha$\u304c0\u306b\u8fd1\u3065\u304f\u3068\u30013\u624b\u6cd5\u3068\u3082\u540c\u3058\u5024\u306b\u53ce\u675f\u3059\u308b\u3053\u3068\u304c\u8aad\u307f\u53d6\u308c\u307e\u3059\u3002\u307e\u305f\u3001$\\alpha=0.5$\u4ed8\u8fd1\u3067\u306fSA\u3068QA\u306b\u5dee\u306f\u307b\u3068\u3093\u3069\u306a\u3044\u3082\u306e\u306e\u3001$\\alpha=0.8$\u4ed8\u8fd1\u3067SA\u306e\u30cf\u30df\u30eb\u30c8\u30cb\u30a2\u30f3\u304c\u6025\u6fc0\u306b\u4e0a\u6607\u3057\u3066\u3044\u308b\u3053\u3068\u304c\u5206\u304b\u308a\u307e\u3059\u3002<\/p>\n<h4><span class=\"ez-toc-section\" id=\"%E8%80%83%E5%AF%9Fb\"><\/span>\u8003\u5bdf(b)<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>$\\alpha\\approx 0 \\Leftrightarrow a = 1\/2$\u306e\u3068\u304d\u3001\u76f8\u4e92\u4f5c\u7528\u3068\u5c40\u6240\u78c1\u5834\u306f\u3001<\/p>\n<p>$$J\\approx (1+\\eta)I$$<\/p>\n<p>$$h \\approx -2 \\left( \\mathbf x(t)^T + \\eta\\boldsymbol{\\sigma}(t-1)^T \\right)$$<\/p>\n<p>\u3068\u306a\u308a\u307e\u3059\u3002$J$\u306f\u5bfe\u89d2\u884c\u5217\u306a\u306e\u3067$H(\\boldsymbol{\\sigma}(t))$\u306e\u7b2c1\u9805\u306f\u5b9a\u6570\u306b\u306a\u308a\u307e\u3059\u3002\u5f93\u3063\u3066\u3001$ \\boldsymbol{\\sigma}$ \u306f$h$\u306e\u7b26\u53f7\u306e\u307f\u306b\u4f9d\u5b58\u3057\u3066\u6c7a\u5b9a\u3057\u307e\u3059\u3002\u3053\u308c\u3092\u6570\u5f0f\u3067\u8868\u3059\u3068\u3001<\/p>\n<p>$$\\sigma_i(t) = \\left\\{\\begin{array}{cl} +1 &amp; \\text{if } x_i(t) + \\eta\\sigma_i(t-1)\\geq 0 \\\\\u00a0 -1 &amp; \\text{if } x_i(t) + \\eta\\sigma_i(t-1)&lt;0\\end{array}\\right\\}$$<\/p>\n<p>\u3068\u306a\u3063\u3066\u3001\u6700\u9069\u5316\u5236\u5fa1\u3068\u5c40\u6240\u5236\u5fa1\u304c\u7b49\u3057\u304f\u306a\u308a\u30013\u624b\u6cd5\u304c\u540c\u3058\u5024\u306b\u53ce\u675f\u3059\u308b\u3068\u8003\u3048\u3089\u308c\u307e\u3059\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E8%AD%B0%E8%AB%96\"><\/span>\u8b70\u8ad6<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>QA\u306f\u3001\u30b0\u30e9\u30d5\u5206\u5272\u3092\u3057\u3066\u304b\u3089\u554f\u984c\u3092\u89e3\u304f\u5fc5\u8981\u304c\u3042\u308a\u307e\u3057\u305f\u3002\u3082\u3057\u5206\u5272\u3092\u884c\u308f\u305a\u306b\u89e3\u304f\u3053\u3068\u304c\u51fa\u6765\u308c\u3070\u3001\u6027\u80fd\u306f\u5411\u4e0a\u3059\u308b\u306e\u3067\u3057\u3087\u3046\u304b\uff1f\u305d\u3053\u3067\u3001SA\u3092\u7528\u3044\u3066\u300c\u5206\u5272\u3057\u305f\u5834\u5408\u300d\u3068\u300c\u5206\u5272\u3057\u306a\u3044\u5834\u5408\u300d\u3067\u5e73\u5747\u30cf\u30df\u30eb\u30c8\u30cb\u30a2\u30f3\u3092\u8a08\u6e2c\u3057\u307e\u3057\u305f\u3002<\/p>\n<div style=\"width: 430px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/media.springernature.com\/full\/springer-static\/image\/art%3A10.1038%2Fs41598-021-82740-0\/MediaObjects\/41598_2021_82740_Fig11_HTML.png?as=webp\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/media.springernature.com\/full\/springer-static\/image\/art%3A10.1038%2Fs41598-021-82740-0\/MediaObjects\/41598_2021_82740_Fig11_HTML.png?as=webp\" width=\"420\" height=\"279\" class=\"\" \/><\/a><p class=\"wp-caption-text\">fig15. \u76f4\u9032\u78ba\u7387\u3092\u5e73\u5747\u30cf\u30df\u30eb\u30c8\u30cb\u30a2\u30f3\u306e\u95a2\u4fc2(\u90fd\u5e02\u30b5\u30a4\u30ba\u306f\u3001$L=8$),\u00a0<a href=\"https:\/\/doi.org\/10.1038\/s41598-021-82740-0\">(https:\/\/doi.org\/10.1038\/s41598-021-82740-0)<\/a><\/p><\/div>\n<p>fig15\u306b\u304a\u3044\u3066\u3001\u300cw\/o partition\u300d\u304c\u5206\u5272\u3057\u306a\u3044\u5834\u5408\u3001\u300cwith partition\u300d\u304c\u5206\u5272\u3092\u3057\u305f\u5834\u5408\u3067\u3059\u3002\u3084\u306f\u308a$\\alpha$\u304c\u5927\u304d\u304f\u306a\u308b\u306b\u3064\u308c\u3001\u5206\u5272\u3057\u306a\u3044\u5834\u5408\u304c\u512a\u4f4d\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u3053\u308c\u3088\u308a\u3001D-Wave\u30de\u30b7\u30f3\u306e\u6271\u3048\u308b\u5909\u6570\u304c\u5897\u3048\u3001\u30b0\u30e9\u30d5\u5206\u5272\u305b\u305a\u306bQA\u3067\u89e3\u304f\u3053\u3068\u304c\u3067\u304d\u308c\u3070\u3001\u3055\u3089\u306a\u308b\u6027\u80fd\u5411\u4e0a\u304c\u671f\u5f85\u3067\u304d\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E3%81%BE%E3%81%A8%E3%82%81\"><\/span>\u307e\u3068\u3081<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ul>\n<li>\u8eca\u306e\u76f4\u9032\u78ba\u7387$a$\u304c$0.5$\u4ed8\u8fd1\u3067\u306f\u3001\u5c40\u6240\u5236\u5fa1\u3068\u6700\u9069\u5316\u5236\u5fa1(SA, QA)\u306b\u5dee\u306f\u51fa\u306a\u3044\u3002<\/li>\n<li>\u8eca\u306e\u76f4\u9032\u78ba\u7387\u304c\u9ad8\u3044\u307b\u3069\u3001QA\u3067\u89e3\u304f\u3053\u3068\u304c\u512a\u4f4d\u306b\u306a\u308b\u3002<\/li>\n<li>\u30b0\u30e9\u30d5\u5206\u5272\u305b\u305a\u306bQA\u3067\u89e3\u304f\u3053\u3068\u304c\u3067\u304d\u308c\u3070\u3001\u3055\u3089\u306bQA \u304c\u512a\u4f4d\u306b\u306a\u308b\u3060\u308d\u3046\u3002<\/li>\n<\/ul>\n<h2><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<p>\u4fe1\u53f7\u306e\u8272\u304c\u9752\u3068\u8d64\u306e\uff12\u30d1\u30bf\u30fc\u30f3\u306e\u307f\u3068\u3044\u3046\u5358\u7d14\u306a\u8a2d\u5b9a\u3067\u306f\u3001\u5b9f\u969b\u306e\u4ea4\u5dee\u70b9\u306b\u9069\u7528\u3059\u308b\u306e\u306f\u96e3\u3057\u3044\u3068\u601d\u3044\u307e\u3057\u305f\u3002\u307e\u305f\u3001\u76ee\u7684\u95a2\u6570\u306e\u6700\u5c0f\u5316\u304c\u672c\u5f53\u306b\u6e0b\u6ede\u89e3\u6d88\u306b\u7e4b\u304c\u3063\u3066\u3044\u308b\u306e\u304b\u7591\u554f\u3067\u3057\u305f\u3002\u30cf\u30df\u30eb\u30c8\u30cb\u30a2\u30f3\u306e\u6bd4\u8f03\u3060\u3051\u3067\u306a\u304f\u3001\u8eca\u306e\u505c\u6b62\u6642\u9593\u7b49\u306e\u6e2c\u5b9a\u7d50\u679c\u3082\u898b\u305f\u304b\u3063\u305f\u3067\u3059\u3002\u6700\u5f8c\u306e\u30b0\u30e9\u30d5\u5206\u5272\u306e\u52b9\u679c\u3092\u691c\u8a3c\u3059\u308b\u969b\u306b\u3001\u306a\u305c$L=8$\u3068\u3057\u305f\u306e\u304b\u7591\u554f\u304c\u6b8b\u308a\u307e\u3057\u305f\u3002SA\u306a\u3089$L=50$\u3067\u691c\u8a3c\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd\u3060\u3063\u305f\u306e\u3067\u306f\u306a\u3044\u304b\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<div 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