{"id":43213,"date":"2023-06-16T19:11:48","date_gmt":"2023-06-16T11:11:48","guid":{"rendered":"https:\/\/swarma.org\/?p=43213"},"modified":"2023-06-16T19:11:48","modified_gmt":"2023-06-16T11:11:48","slug":"%e7%bb%84%e5%90%88%e4%bc%98%e5%8c%96%e9%97%ae%e9%a2%98%e7%9a%84%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0%e6%b1%82%e8%a7%a3%e4%b8%a8%e5%9b%be%e7%a5%9e%e7%bb%8f%e7%bd%91%e7%bb%9c%e4%b8%8e%e7%bb%84%e5%90%88","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=43213","title":{"rendered":"\u7ec4\u5408\u4f18\u5316\u95ee\u9898\u7684\u673a\u5668\u5b66\u4e60\u6c42\u89e3\u4e28\u56fe\u795e\u7ecf\u7f51\u7edc\u4e0e\u7ec4\u5408\u4f18\u5316\u8bfb\u4e66\u4f1a\u00b7\u5468\u516d\u76f4\u64ad"},"content":{"rendered":"<div class='wxsyncmain'>\n<section powered-by=\"xiumi.us\" style=\"margin-bottom: 0px;outline: 0px;letter-spacing: 0.544px;white-space: normal;color: rgb(63, 63, 63);font-family: PingFangSC-light;font-size: 15px;background-color: rgb(255, 255, 255);visibility: visible;\" 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style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;outline: 0px;color: rgb(34, 34, 34);font-family: system-ui, -apple-system, &quot;system-ui&quot;, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);line-height: 1.75em;visibility: visible;\"><br  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u672c\u6b21\u62a5\u544a\u4f1a\u4ecb\u7ecd\u673a\u5668\u5b66\u4e60\u6c42\u89e3\u7ec4\u5408\u4f18\u5316\u95ee\u9898\uff0c\u7279\u522b\u662f\u56fe\u4e0a\u7684\u7ec4\u5408\u4f18\u5316\u95ee\u9898\uff0c\u5982\u6700\u5c0f\u8282\u70b9\u8986\u76d6\u95ee\u9898\u3001\u7f51\u7edc\u74e6\u89e3\u95ee\u9898\u3001\u81ea\u65cb\u73bb\u7483\u57fa\u6001\u6c42\u89e3\u95ee\u9898\u7684\u4e00\u4e9b\u8fdb\u5c55\uff0c\u5305\u62ec\u57fa\u4e8e\u81ea\u56de\u5f52\u7684\u65b9\u6cd5\u548c\u57fa\u4e8e\u975e\u81ea\u56de\u5f52\u7684\u65b9\u6cd5\u3002\u540c\u65f6\u4e5f\u4f1a\u4ecb\u7ecd\u4e00\u4e9b\u5176\u4ed6\u6709\u610f\u601d\u7684\u8fdb\u5c55\uff0c\u5982\u5982\u4f55\u63d0\u9ad8\u6a21\u578b\u7684\u6cdb\u5316\u80fd\u529b\u3001\u5982\u4f55\u4e0e\u6210\u719f\u6c42\u89e3\u5668\u7ed3\u5408\u3001\u5982\u4f55\u5904\u7406\u66f4\u81ea\u7136\u7684\u8f93\u5165\u7b49\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<h3 style=\"outline: 0px;color: rgb(34, 34, 34);letter-spacing: 0.544px;font-family: -apple-system, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;background-color: rgb(255, 255, 255);visibility: visible;\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;letter-spacing: 0.544px;font-family: PingFangSC-light;text-align: right;font-size: 13px;visibility: visible;\">\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;margin-bottom: 10px;outline: 0px;letter-spacing: 0.544px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;text-align: center;visibility: visible;\">\n<section style=\"outline: 0px;display: inline-block;vertical-align: middle;visibility: visible;\">\n<section style=\"margin-bottom: -2px;outline: 0px;visibility: visible;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;visibility: visible;\"><br style=\"outline: 0px;visibility: visible;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;visibility: visible;\"><br style=\"outline: 0px;visibility: visible;\"  \/><\/section>\n<section style=\"outline: 0px;clear: both;line-height: 0;visibility: visible;\">\n<section style=\"outline: 0px;line-height: 0;width: 0px;visibility: visible;\"><svg viewbox=\"0 0 1 1\" style=\"vertical-align: top;visibility: visible;\"><\/svg><\/section>\n<\/section>\n<\/section>\n<section style=\"padding-right: 10px;padding-left: 10px;outline: 0px;border-left: 3px solid rgb(33, 166, 210);border-right: 3px solid rgb(33, 166, 210);border-top-color: rgb(33, 166, 210);border-bottom-color: rgb(33, 166, 210);font-size: 16px;color: rgb(0, 0, 0);line-height: 1.4;visibility: visible;\">\n<p style=\"outline: 0px;visibility: visible;\"><strong style=\"outline: 0px;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;visibility: visible;\"><strong style=\"outline: 0px;text-align: left;color: rgb(33, 166, 210);font-family: PingFangSC-light;letter-spacing: 0.544px;visibility: visible;\">\u5206\u4eab\u5185\u5bb9\u5927\u7eb2<\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;outline: 0px;visibility: visible;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;visibility: visible;\"><br style=\"outline: 0px;visibility: visible;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;visibility: visible;\"><br style=\"outline: 0px;visibility: visible;\"  \/><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;outline: 0px;color: rgb(34, 34, 34);font-family: system-ui, -apple-system, &quot;system-ui&quot;, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);line-height: 1.75em;visibility: visible;\"><br  \/><\/section>\n<section style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">1.\u7ec4\u5408\u4f18\u5316\uff08Combinatorial Optimization ,CO)\u548cML4CO<\/span><\/section>\n<section style=\"line-height: 1.75em;margin-left: 8px;margin-right: 8px;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">2.\u56fe\u4e0a\u7684\u7ec4\u5408\u4f18\u5316\u95ee\u9898\u6c42\u89e3<\/span><\/section>\n<p style=\"margin-bottom: 0px;line-height: 1.75em;margin-left: 8px;margin-right: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">3.\u4e00\u4e9b\u6709\u8da3\u7684\u7814\u7a76\u8fdb\u5c55<\/span><\/p>\n<h2 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/h2>\n<p><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/p>\n<h3 style=\"outline: 0px;color: rgb(34, 34, 34);letter-spacing: 0.544px;font-family: -apple-system, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;background-color: rgb(255, 255, 255);visibility: visible;\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;letter-spacing: 0.544px;font-family: PingFangSC-light;text-align: right;font-size: 13px;visibility: visible;\">\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;margin-bottom: 10px;outline: 0px;letter-spacing: 0.544px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;text-align: center;visibility: visible;\">\n<section style=\"outline: 0px;display: inline-block;vertical-align: middle;visibility: visible;\">\n<section style=\"margin-bottom: -2px;outline: 0px;visibility: visible;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;visibility: visible;\"><br style=\"outline: 0px;visibility: visible;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;visibility: visible;\"><br style=\"outline: 0px;visibility: visible;\"  \/><\/section>\n<section style=\"outline: 0px;clear: both;line-height: 0;visibility: visible;\">\n<section style=\"outline: 0px;line-height: 0;width: 0px;visibility: visible;\"><svg viewbox=\"0 0 1 1\" style=\"vertical-align: top;visibility: visible;\"><\/svg><\/section>\n<\/section>\n<\/section>\n<section style=\"padding-right: 10px;padding-left: 10px;outline: 0px;border-left: 3px solid rgb(33, 166, 210);border-right: 3px solid rgb(33, 166, 210);border-top-color: rgb(33, 166, 210);border-bottom-color: rgb(33, 166, 210);font-size: 16px;color: rgb(0, 0, 0);line-height: 1.4;visibility: visible;\">\n<p style=\"outline: 0px;visibility: visible;\"><strong style=\"outline: 0px;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;visibility: visible;\"><strong style=\"outline: 0px;text-align: left;color: rgb(33, 166, 210);font-family: PingFangSC-light;letter-spacing: 0.544px;visibility: visible;\">\u4e3b\u8981\u6d89\u53ca\u5230\u7684\u524d\u7f6e\u77e5\u8bc6<\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;outline: 0px;visibility: visible;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;visibility: visible;\"><br style=\"outline: 0px;visibility: visible;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;visibility: visible;\"><br style=\"outline: 0px;visibility: visible;\"  \/><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;outline: 0px;color: rgb(34, 34, 34);font-family: system-ui, -apple-system, &quot;system-ui&quot;, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);line-height: 1.75em;visibility: visible;\"><br  \/><\/section>\n<ul start=\"1\" class=\"list-paddingleft-1\" style=\"margin-left: 8px;margin-right: 8px;\">\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<p style=\"line-height: 1.75em;text-align: left;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u7ec4\u5408\u4f18\u5316\u95ee\u9898(Combinatorial Optimization Problem)<\/span><\/p>\n<\/li>\n<\/ul>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;text-align: left;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u96c6\u667a\u767e\u79d1\uff1ahttps:\/\/wiki.swarma.org\/index.php\/%E7%BB%84%E5%90%88%E4%BC%98%E5%8C%96<\/span><\/p>\n<ul start=\"1\" class=\"list-paddingleft-1\" style=\"margin-left: 8px;margin-right: 8px;\">\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<p style=\"line-height: 1.75em;text-align: left;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u56fe\u795e\u7ecf\u7f51\u7edc(Graph Neural Network)<\/span><\/p>\n<\/li>\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<p style=\"line-height: 1.75em;text-align: left;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5f3a\u5316\u5b66\u4e60(Reinforcement Learning)<\/span><\/p>\n<\/li>\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<p style=\"line-height: 1.75em;text-align: left;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u65c5\u884c\u5546\u95ee\u9898(Travelling Salesman Problem)<\/span><\/p>\n<\/li>\n<\/ul>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;text-align: left;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u7ef4\u57fa\u767e\u79d1\uff1ahttps:\/\/en.wikipedia.org\/wiki\/Travelling_salesman_problem<\/span><\/p>\n<ul start=\"1\" class=\"list-paddingleft-1\" style=\"margin-left: 8px;margin-right: 8px;\">\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<p style=\"line-height: 1.75em;text-align: left;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u6700\u5c0f\u8282\u70b9\u8986\u76d6(Minimum Vertex Cover)<\/span><\/p>\n<\/li>\n<\/ul>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;text-align: left;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u79d1\u666e\u6587\u7ae0\uff1ahttp:\/\/www.tastones.com\/stackoverflow\/dynamic-programming\/solving-graph-problems-using-dynamic-programming\/minimum_vertex_cover\/<\/span><\/p>\n<ul start=\"1\" class=\"list-paddingleft-1\" style=\"margin-left: 8px;margin-right: 8px;\">\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<section style=\"margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u7f51\u7edc\u74e6\u89e3(Network Disintegration)<\/span><\/section>\n<\/li>\n<\/ul>\n<h2 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><br  \/><\/h2>\n<p><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/p>\n<h3 style=\"outline: 0px;color: rgb(34, 34, 34);letter-spacing: 0.544px;font-family: -apple-system, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;background-color: rgb(255, 255, 255);visibility: visible;\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;letter-spacing: 0.544px;font-family: PingFangSC-light;text-align: right;font-size: 13px;visibility: visible;\">\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;margin-bottom: 10px;outline: 0px;letter-spacing: 0.544px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;text-align: center;visibility: visible;\">\n<section style=\"outline: 0px;display: inline-block;vertical-align: middle;visibility: visible;\">\n<section style=\"margin-bottom: -2px;outline: 0px;visibility: visible;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;visibility: visible;\"><br style=\"outline: 0px;visibility: visible;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;visibility: visible;\"><br style=\"outline: 0px;visibility: visible;\"  \/><\/section>\n<section style=\"outline: 0px;clear: both;line-height: 0;visibility: visible;\">\n<section style=\"outline: 0px;line-height: 0;width: 0px;visibility: visible;\"><svg viewbox=\"0 0 1 1\" style=\"vertical-align: top;visibility: visible;\"><\/svg><\/section>\n<\/section>\n<\/section>\n<section style=\"padding-right: 10px;padding-left: 10px;outline: 0px;border-left: 3px solid rgb(33, 166, 210);border-right: 3px solid rgb(33, 166, 210);border-top-color: rgb(33, 166, 210);border-bottom-color: rgb(33, 166, 210);font-size: 16px;color: rgb(0, 0, 0);line-height: 1.4;visibility: visible;\">\n<p style=\"outline: 0px;visibility: visible;\"><strong style=\"outline: 0px;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;visibility: visible;\"><strong style=\"outline: 0px;text-align: left;color: rgb(33, 166, 210);font-family: PingFangSC-light;letter-spacing: 0.544px;visibility: visible;\">\u4e3b\u8bb2\u4eba\u4ecb\u7ecd<\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;outline: 0px;visibility: visible;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;visibility: visible;\"><br style=\"outline: 0px;visibility: visible;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;visibility: visible;\"><br style=\"outline: 0px;visibility: visible;\"  \/><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: center;\"><br  \/><\/section>\n<p style=\"text-align: center;margin-bottom: 0px;margin-left: 8px;margin-right: 8px;\"><img class=\"rich_pages wxw-img js_insertlocalimg\" data-ratio=\"1\" data-s=\"300,640\"  data-type=\"jpeg\" data-w=\"602\" style=\"width: 176px;height: 176px;\" src=\"\/wp-content\/uploads\/2023\/06\/wxsync-2023-06-a32683d6aad103306a2f4b7f850f4183.jpeg\"  \/><strong style=\"font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 0.034em;text-align: justify;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><\/span><\/strong><\/p>\n<h3 style=\"margin-right: 8px;margin-left: 8px;letter-spacing: 0.578px;white-space: normal;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u8303\u957f\u4fca<\/span><\/strong>\uff1a<span style=\"color: rgb(63, 63, 63);font-size: 15px;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 0.034em;\">\u56fd\u9632\u79d1\u6280\u5927\u5b66\u7cfb\u7edf\u5de5\u7a0b\u5b66\u9662\u526f\u6559\u6388\u3002<\/span><span style=\"color: rgb(63, 63, 63);font-size: 15px;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 0.034em;\">\u7814\u7a76\u65b9\u5411\u5305\u62ec\u56fe\u6df1\u5ea6\u5b66\u4e60\u3001\u7ec4\u5408\u4f18\u5316\u3001\u5f3a\u5316\u5b66\u4e60\u53ca\u5176\u5728\u667a\u80fd\u51b3\u7b56\u3001\u590d\u6742\u7cfb\u7edf\u548c\u6307\u6325\u63a7\u5236\u4e2d\u7684\u5e94\u7528\u3002<\/span><span style=\"color: rgb(63, 63, 63);font-size: 15px;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 0.034em;\">\u4ee5\u7b2c\u4e00\u4f5c\u8005\u6216\u901a\u8baf\u4f5c\u8005\u5728Nature Machine Intelligence\u3001Nature Communications\u3001AAAI\u7b49\u9876\u7ea7\u671f\u520a\u548c\u4f1a\u8bae\u53d1\u8868\u8bba\u6587\u591a\u7bc7\u3002<\/span><\/h3>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<h3 style=\"outline: 0px;color: rgb(34, 34, 34);letter-spacing: 0.544px;font-family: -apple-system, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;background-color: rgb(255, 255, 255);visibility: visible;\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;letter-spacing: 0.544px;font-family: PingFangSC-light;text-align: right;font-size: 13px;visibility: visible;\">\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;margin-bottom: 10px;outline: 0px;letter-spacing: 0.544px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;text-align: center;visibility: visible;\">\n<section style=\"outline: 0px;display: inline-block;vertical-align: middle;visibility: visible;\">\n<section style=\"margin-bottom: -2px;outline: 0px;visibility: visible;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;visibility: visible;\"><br style=\"outline: 0px;visibility: visible;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;visibility: visible;\"><br style=\"outline: 0px;visibility: visible;\"  \/><\/section>\n<section style=\"outline: 0px;clear: both;line-height: 0;visibility: visible;\">\n<section style=\"outline: 0px;line-height: 0;width: 0px;visibility: visible;\"><svg viewbox=\"0 0 1 1\" style=\"vertical-align: top;visibility: visible;\"><\/svg><\/section>\n<\/section>\n<\/section>\n<section style=\"padding-right: 10px;padding-left: 10px;outline: 0px;border-left: 3px solid rgb(33, 166, 210);border-right: 3px solid rgb(33, 166, 210);border-top-color: rgb(33, 166, 210);border-bottom-color: rgb(33, 166, 210);font-size: 16px;color: rgb(0, 0, 0);line-height: 1.4;visibility: visible;\">\n<p style=\"outline: 0px;visibility: visible;\"><strong style=\"outline: 0px;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;visibility: visible;\"><strong style=\"outline: 0px;text-align: left;color: rgb(33, 166, 210);font-family: PingFangSC-light;letter-spacing: 0.544px;visibility: visible;\">\u4e3b\u8981\u6d89\u53ca\u5230\u7684\u53c2\u8003\u6587\u732e<\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;outline: 0px;visibility: visible;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;visibility: visible;\"><br style=\"outline: 0px;visibility: visible;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;visibility: visible;\"><br style=\"outline: 0px;visibility: visible;\"  \/><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;outline: 0px;color: rgb(34, 34, 34);font-family: system-ui, -apple-system, &quot;system-ui&quot;, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);line-height: 1.75em;visibility: visible;\"><br  \/><\/section>\n<p style=\"margin-bottom: 0px;line-height: 1.75em;margin-left: 8px;margin-right: 8px;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">1.Khalil E, Dai H, Zhang Y, et al. 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Advances in neural information processing systems, 2017, 30.<\/span><\/p>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u8fd9\u7bc7\u6587\u7ae0\u63a2\u8ba8\u4e86\u7ec4\u5408\u4f18\u5316\u95ee\u9898\u7684\u4e00\u822c\u5f62\u5f0f\uff0c\u63d0\u51fa\u4e86\u4e00\u79cd\u4f7f\u7528\u81ea\u56de\u5f52\u65b9\u5f0f\u5b66\u4e60\u56fe\u4e0a\u7ec4\u5408\u4f18\u5316\u95ee\u9898\u7684\u6c42 \u89e3\u7b97\u6cd5\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">GitHub\u4ee3\u7801\uff1ahttps:\/\/github.com\/Hanjun-Dai\/graphnn<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u77e5\u4e4e\u4ecb\u7ecd\uff1ahttps:\/\/zhuanlan.zhihu.com\/p\/497144608<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><br  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;color: rgb(63, 63, 63);font-size: 15px;letter-spacing: 0.034em;\">2.F<\/span><span style=\"font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;color: rgb(63, 63, 63);font-size: 15px;letter-spacing: 0.034em;\">an C, Zeng L, Sun Y, et al. 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Commun. \u524d\u6cbf\uff1a\u6df1\u5ea6\u5f3a\u5316\u5b66\u4e60\u641c\u7d22\u81ea\u65cb\u73bb\u7483\u57fa\u6001\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" rel=\"noopener noreferrer\">Nat. Commun. \u524d\u6cbf\uff1a\u6df1\u5ea6\u5f3a\u5316\u5b66\u4e60\u641c\u7d22\u81ea\u65cb\u73bb\u7483\u57fa\u6001<\/a><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"color: rgb(63, 63, 63);font-size: 15px;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 0.034em;\"><br  \/><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"color: rgb(63, 63, 63);font-size: 15px;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 0.034em;\">4.Nair, Vinod, et al. &#8220;Solving mixed integer programs using neural networks.&#8221; arXiv preprint arXiv:2012.13349 (2020).<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u7ebf\u6027\u89c4\u5212\u7528\u4e8e\u6700\u5927\u5316\u6216\u6700\u5c0f\u5316\u53d7\u4e00\u4e2a\u6216\u591a\u4e2a\u7ea6\u675f\u7684\u7ebf\u6027\u76ee\u6807\u51fd\u6570\uff0c\u800c\u6df7\u5408\u6574\u6570\u89c4\u5212 (MIP) \u589e\u52a0\u4e86\u4e00\u4e2a\u9644\u52a0\u6761\u4ef6\uff1a\u81f3\u5c11\u4e00\u4e2a\u53d8\u91cf\u53ea\u80fd\u53d6\u6574\u6570\u503c\u3002\u8fd9\u7bc7\u7814\u7a76DeepMind \u548c Google Research \u7684\u4e00\u4e2a\u56e2\u961f\u5229\u7528\u795e\u7ecf\u7f51\u7edc\u4ece MIP \u5b9e\u4f8b\u7684\u6570\u636e\u96c6\u4e2d\u81ea\u52a8\u6784\u5efa\u6709\u6548\u7684\u542f\u53d1\u5f0f\u7b97\u6cd5\u3002\u8fd9\u79cd\u65b0\u9896\u7684\u65b9\u6cd5\u660e\u663e\u4f18\u4e8e\u7ecf\u5178\u7684 MIP \u6c42\u89e3\u5668\u6280\u672f\uff0c\u5c55\u793a\u4e86\u5bf9\u6700\u5148\u8fdb\u7684<\/span><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">SCIP<\/span><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\uff08\u6c42\u89e3\u7ea6\u675f\u6574\u6570\u7a0b\u5e8f\uff097.0.1 \u6c42\u89e3\u5668\u7684\u7279\u522b\u4ee4\u4eba\u5370\u8c61\u6df1\u523b\u7684\u6539\u8fdb\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u62a5\u9053\u94fe\u63a5\uff1ahttps:\/\/medium.com\/syncedreview\/deepmind-google-use-neural-networks-to-solve-mixed-integer-programs-bf41e3521950<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u77e5\u4e4e\u4ecb\u7ecd\uff1ahttps:\/\/zhuanlan.zhihu.com\/p\/403130522<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">GitHub\u4ee3\u7801\uff1ahttps:\/\/github.com\/ds4dm\/learn2branch<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u4e00\u4f5c\u89e3\u8bfb\u89c6\u9891\uff1ahttps:\/\/www.youtube.com\/watch?v=qf8TeiGTZys<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><br  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"color: rgb(63, 63, 63);font-size: 15px;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 0.034em;\">5.Donti Priya L., Rolnick David, Kolter J.Zico. DC3: A learning method for optimization with hard constraints. arXiv:2104.12225, 2021<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5728\u8bb8\u591a\u8bbe\u7f6e\u4e2d\u90fd\u4f1a\u51fa\u73b0\u5177\u6709\u786c\u7ea6\u675f\u7684\u5927\u578b\u4f18\u5316\u95ee\u9898\uff0c\u4f46\u7ecf\u5178\u6c42\u89e3\u5668\u901a\u5e38\u975e\u5e38\u6162\uff0c\u8fd9\u4fc3\u4f7f\u4eba\u4eec\u5c06\u6df1\u5ea6\u7f51\u7edc\u7528\u4f5c\u5ec9\u4ef7\u7684\u201c\u8fd1\u4f3c\u6c42\u89e3\u5668\u201d\u3002\u4f46\u662f\u7b80\u5355\u7684\u6df1\u5ea6\u5b66\u4e60\u65b9\u6cd5\u901a\u5e38\u65e0\u6cd5\u5f3a\u5236\u6267\u884c\u6b64\u7c7b\u95ee\u9898\u7684\u786c\u7ea6\u675f\uff0c\u4ece\u800c\u5bfc\u81f4\u89e3\u51b3\u65b9\u6848\u4e0d\u53ef\u884c\u3002\u8fd9\u7bc7\u6587\u7ae0\u63d0\u51fa\u4e86\u6df1\u5ea6\u7ea6\u675f\u8865\u5168\u548c\u6821\u6b63\uff08Deep Constraint Completion and Correction ,DC3\uff09\uff0c\u89e3\u51b3\u4e0a\u8ff0\u6311\u6218\u3002\u5177\u4f53\u6765\u8bf4\uff0c\u8be5\u65b9\u6cd5\u901a\u8fc7\u4e00\u4e2a\u53ef\u5fae\u8fc7\u7a0b\u6765\u52a0\u5f3a\u53ef\u884c\u6027\uff0c\u9690\u542b\u5730\u5b8c\u6210\u90e8\u5206\u89e3\u51b3\u65b9\u6848\u4ee5\u6ee1\u8db3\u7b49\u5f0f\u7ea6\u675f\u5e76\u5c55\u5f00\u57fa\u4e8e\u68af\u5ea6\u7684\u6821\u6b63\u4ee5\u6ee1\u8db3\u4e0d\u7b49\u5f0f\u7ea6\u675f\u3002DC3 \u5728\u7efc\u5408\u4f18\u5316\u4efb\u52a1\u548c AC \u6700\u4f73\u529f\u7387\u6d41\u7684\u5b9e\u9645\u8bbe\u7f6e\u4e2d\u90fd\u8fbe\u5230\u4e86\u5f88\u597d\u7684\u6548\u679c\uff0c\u5728\u8fd9\u4e24\u79cd\u60c5\u51b5\u4e0b\uff0cDC3 \u5728\u4fdd\u6301\u53ef\u884c\u6027\u7684\u540c\u65f6\u5b9e\u73b0\u4e86\u63a5\u8fd1\u6700\u4f18\u7684\u76ee\u6807\u503c\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">OpenReview: https:\/\/openreview.net\/forum?id=V1ZHVxJ6dSS<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">GitHub\u4ee3\u7801\uff1ahttps:\/\/github.com\/locuslab\/DC3<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"color: rgb(63, 63, 63);font-size: 15px;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 0.034em;\"><br  \/><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"color: rgb(63, 63, 63);font-size: 15px;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 0.034em;\">6.Fu Z H, Qiu K B, Zha H. Generalize a small pre-trained model to arbitrarily large tsp instances[C]\/\/Proceedings of the AAAI Conference on Artificial Intelligence. 2021, 35(8): 7474- 7482.<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u8fd9\u7bc7\u6587\u7ae0\u5c1d\u8bd5\u91c7\u7528\u76d1\u7763\u5b66\u4e60\u65b9\u5f0f\uff0c\u8bad\u7ec3\u4e00\u4e2a\u5c0f\u89c4\u6a21\u7684\u6a21\u578b\uff0c\u5229\u7528\u56fe\u91c7\u6837\u3001\u56fe\u8f6c\u6362\u4ee5\u53ca\u70ed\u56fe\u5408\u5e76\u7b49\u4e00 \u7cfb\u5217\u6280\u672f\uff0c\u6784\u5efa\u53ef\u91cd\u590d\u7528\u4e8e\u4efb\u610f\u89c4\u6a21TSP\u5b9e\u4f8b\u7684\u70ed\u56fe\u3002\u6b64\u5916\uff0c\u901a\u8fc7\u8f93\u5165\u70ed\u56fe\u5230\u5f3a\u5316\u5b66\u4e60\u65b9\u6cd5(\u8499\u7279\u5361 &nbsp;\u6d1b\u6811\u641c\u7d22)\uff0c\u4ee5\u6307\u5bfc\u641c\u7d22\u9ad8\u8d28\u91cf\u7684\u89e3\u51b3\u65b9\u6848\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">OpenReview: https:\/\/openreview.net\/forum?id=TLnReGgZEdW<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">GitHub\u4ee3\u7801: https:\/\/github.com\/Spider-scnu\/TSP<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><br  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"color: rgb(63, 63, 63);font-size: 15px;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 0.034em;\">7.Pogan\u010di\u0107 M V, Paulus A, Musil V, et al. Differentiation of blackbox combinatorial solvers[C]\/\/International Conference on Learning Representations. 2020.<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u56fe\u795e\u7ecf\u7f51\u7edc\u5728\u5904\u7406\u81ea\u7136\u8f93\u5165\u7b49\u4e0a\u6e38\u4efb\u52a1\u4e2d\u53d1\u6325\u7740\u91cd\u8981\u4f5c\u7528\uff0c\u53ef\u76f4\u63a5\u4ece\u81ea\u7136\u8f93\u5165\u5982\u56fe\u7247\u3001\u8bed\u97f3\u548c\u6587\u672c\u7b49\u4e2d\u63d0\u53d6\u7279\u5f81\uff0c\u5e76\u5e94\u7528\u4e8e\u7ec4\u5408\u4f18\u5316\u95ee\u9898\u7684\u6c42\u89e3\u3002\u8fd9\u7bc7\u8bba\u6587\u6a21\u578b\u7684\u81ea\u7136\u8f93\u5165\u4e3a\u56fe\u7247\uff0c\u5229\u7528\u795e\u7ecf\u7f51\u7edc\u89e3\u51b3TSP\u3001\u6700\u77ed\u8def\u5f84\u7b49\u7ec4\u5408\u4f18\u5316\u95ee\u9898\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">OpenReview: https:\/\/openreview.net\/forum?id=BkevoJSYPB<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">GitHub\u4ee3\u7801: &nbsp;https:\/\/github.com\/martius-lab\/blackbox-differentiation-combinatorial-solvers<\/span><\/section>\n<p><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/p>\n<h3 style=\"outline: 0px;color: rgb(34, 34, 34);letter-spacing: 0.544px;font-family: -apple-system, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;background-color: rgb(255, 255, 255);visibility: visible;\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;letter-spacing: 0.544px;font-family: PingFangSC-light;text-align: right;font-size: 13px;visibility: visible;\">\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;margin-bottom: 10px;outline: 0px;letter-spacing: 0.544px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;text-align: center;visibility: visible;\">\n<section style=\"outline: 0px;display: inline-block;vertical-align: middle;visibility: visible;\">\n<section style=\"margin-bottom: -2px;outline: 0px;visibility: visible;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;visibility: visible;\"><br style=\"outline: 0px;visibility: visible;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;visibility: visible;\"><br style=\"outline: 0px;visibility: visible;\"  \/><\/section>\n<section style=\"outline: 0px;clear: both;line-height: 0;visibility: visible;\">\n<section style=\"outline: 0px;line-height: 0;width: 0px;visibility: visible;\"><svg viewbox=\"0 0 1 1\" style=\"vertical-align: top;visibility: visible;\"><\/svg><\/section>\n<\/section>\n<\/section>\n<section style=\"padding-right: 10px;padding-left: 10px;outline: 0px;border-left: 3px solid rgb(33, 166, 210);border-right: 3px solid rgb(33, 166, 210);border-top-color: rgb(33, 166, 210);border-bottom-color: rgb(33, 166, 210);font-size: 16px;color: rgb(0, 0, 0);line-height: 1.4;visibility: visible;\">\n<p style=\"outline: 0px;visibility: visible;\"><strong style=\"outline: 0px;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;visibility: visible;\"><strong style=\"outline: 0px;text-align: left;color: rgb(33, 166, 210);font-family: PingFangSC-light;letter-spacing: 0.544px;visibility: visible;\">\u76f4\u64ad\u4fe1\u606f<\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;outline: 0px;visibility: visible;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;visibility: visible;\"><br style=\"outline: 0px;visibility: visible;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;visibility: visible;\"><br style=\"outline: 0px;visibility: visible;\"  \/><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;outline: 0px;color: rgb(34, 34, 34);font-family: system-ui, -apple-system, &quot;system-ui&quot;, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);line-height: 1.75em;visibility: visible;\"><br style=\"outline: 0px;letter-spacing: 0.544px;white-space: normal;visibility: visible;\"  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u65f6\u95f4\uff1a<\/span><\/strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">2023\u5e746\u670817\u65e5\uff08\u672c\u5468\u516d\uff09\u665a\u4e0a19:00-21:00<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><br  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u53c2\u4e0e\u65b9\u5f0f\uff1a<\/span><\/strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><\/span><\/section>\n<section class=\"channels_iframe_wrp\"><mp-common-videosnap class=\"js_uneditable custom_select_card channels_live_iframe\" data-pluginname=\"mpvideosnap\" data-headimgurl=\"https:\/\/wx.qlogo.cn\/finderhead\/PdibpV1sFDHdC5AR6SqCNbOfwAEdPtWSb2Y5v1iaq3YTCocFBPFM1xzQ\/0\" data-username=\"v2_060000231003b20faec8c4e78d10c3d6cd04ef30b077c6436f3ed47f70be822497426f6452dd@finder\" data-nickname=\"\u96c6\u667a\u4ff1\u4e50\u90e8\" data-desc=\"\u5c06\u572806\u670817\u65e5 19:00 \u76f4\u64ad\" data-livewording=\"\u9884\u7ea6\" 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data-type=\"png\" data-w=\"400\" data-width=\"400\" style=\"width: 137px;height: 137px;\" src=\"\/wp-content\/uploads\/2023\/06\/wxsync-2023-06-7489ccbf9d9dcf0b68e6aab8e8ad88b3.png\"  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u626b\u7801\u53c2\u4e0e\u56fe\u795e\u7ecf\u7f51\u7edc\u4e0e\u7ec4\u5408\u4f18\u5316\u8bfb\u4e66\u4f1a\uff0c\u52a0\u5165\u7fa4\u804a\uff0c\u83b7\u53d6\u7cfb\u5217\u8bfb\u4e66\u4f1a\u56de\u770b\u6743\u9650\uff0c\u6210\u4e3a\u56fe\u795e\u7ecf\u7f51\u7edc\u793e\u533a\u7684\u79cd\u5b50\u7528\u6237\uff0c\u4e0e\u793e\u533a\u7684\u4e00\u7ebf\u79d1\u7814\u5de5\u4f5c\u8005\u4e0e\u4f01\u4e1a\u5b9e\u8df5\u8005\u6c9f\u901a\u4ea4\u6d41\uff0c\u5171\u540c\u63a8\u52a8\u56fe\u795e\u7ecf\u7f51\u7edc\u793e\u533a\u7684\u53d1\u5c55\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;margin-bottom: 0px;outline: 0px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: 14px;letter-spacing: 0.544px;white-space: normal;text-size-adjust: auto;background-color: rgb(255, 255, 255);color: rgb(34, 34, 34);text-align: center;justify-content: center;\">\n<section style=\"outline: 0px;display: inline-block;width: auto;vertical-align: top;min-width: 10%;height: auto;box-shadow: rgb(0, 0, 0) 0px 0px 0px;border-bottom: 9px solid rgb(169, 215, 227);border-bottom-right-radius: 0px;\">\n<section 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system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: 14px;letter-spacing: 0.544px;white-space: normal;text-size-adjust: auto;background-color: rgb(255, 255, 255);\">\n<section style=\"margin-right: 8px;margin-left: 8px;outline: 0px;color: rgb(34, 34, 34);font-family: system-ui, -apple-system, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 0.544px;line-height: 2em;\"><span style=\"letter-spacing: 0.544px;\"><\/span><br  \/><\/section>\n<\/section>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;outline: 0px;color: rgb(136, 136, 136);font-size: 14px;letter-spacing: 0.544px;white-space: normal;text-size-adjust: auto;background-color: rgb(255, 255, 255);font-family: system-ui, -apple-system, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;line-height: 2em;\"><span style=\"outline: 0px;font-size: 15px;\">\u81ea1956\u5e74\u201c\u4eba\u5de5\u667a\u80fd\u201d\u8bde\u751f\u4e8e\u8fbe\u7279\u8305\u65af\u4f1a\u8bae\u4ee5\u6765\uff0c\u5df2\u7ecf\u7ecf\u5386\u4e86\u4ece\u65e9\u671f\u7684\u4ee5\u7b26\u53f7\u63a8\u7406\u4e3a\u4e3b\u4f53\u7684\u7b2c\u4e00\u4ee3\u4eba\u5de5\u667a\u80fd\uff0c\u548c\u4ee5\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u3001\u673a\u5668\u5b66\u4e60\u4e3a\u4e3b\u4f53\u7684\u7b2c\u4e8c\u4ee3\u4eba\u5de5\u667a\u80fd\u3002ChatGPT\u7684\u6a2a\u7a7a\u51fa\u4e16\u3001\u751f\u6210\u5f0fAI\u7684\u666e\u53ca\u3001AI for Science\u7b49\u65b0\u9886\u57df\u7684\u7a81\u7834\uff0c\u6807\u5fd7\u7740\u7b2c\u4e09\u4ee3\u4eba\u5de5\u667a\u80fd\u7684\u547c\u4e4b\u6b32\u51fa\u3002\u53ef\u5fae\u5206\u7f16\u7a0b\u3001\u795e\u7ecf\u5fae\u5206\u65b9\u7a0b\u3001\u81ea\u76d1\u7763\u5b66\u4e60\u3001\u751f\u6210\u5f0f\u6a21\u578b\u3001Transformer\u3001\u57fa\u4e8e\u56fe\u7f51\u7edc\u7684\u5b66\u4e60\u4e0e\u63a8\u7406\u3001\u56e0\u679c\u8868\u5f81\u4e0e\u56e0\u679c\u63a8\u65ad\uff0c\u57fa\u4e8e\u4e16\u754c\u6a21\u578b\u7684\u5f3a\u5316\u5b66\u4e60\u2026\u2026\uff0c\u6240\u6709\u8fd9\u4e9b\u8131\u80ce\u4e8e\u524d\u4e24\u4ee3\u4eba\u5de5\u667a\u80fd\u7684\u6280\u672f\u8981\u7d20\u5f88\u6709\u53ef\u80fd\u5c06\u6784\u6210\u7b2c\u4e09\u4ee3\u4eba\u5de5\u667a\u80fd\u7684\u7406\u8bba\u4e0e\u6280\u672f\u7684\u57fa\u7840\u3002<\/span><\/p>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;outline: 0px;color: rgb(136, 136, 136);font-size: 14px;letter-spacing: 0.544px;white-space: normal;text-size-adjust: auto;background-color: rgb(255, 255, 255);font-family: system-ui, -apple-system, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;line-height: 2em;\"><br  \/><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;outline: 0px;color: rgb(136, 136, 136);font-size: 14px;letter-spacing: 0.544px;white-space: normal;text-size-adjust: auto;background-color: rgb(255, 255, 255);font-family: system-ui, -apple-system, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;line-height: 2em;\"><span style=\"outline: 0px;font-size: 15px;\">\u672c\u8bfe\u7a0b\u8bd5\u56fe\u7cfb\u7edf\u68b3\u7406\u4ece\u673a\u5668\u5b66\u4e60\u5230\u5927\u8bed\u8a00\u6a21\u578b\uff0c\u4ece\u56fe\u795e\u7ecf\u7f51\u7edc\u5230\u56e0\u679c\u63a8\u7406\u7b49\u4e00\u7cfb\u5217\u53ef\u80fd\u6210\u4e3a\u7b2c\u4e09\u4ee3\u4eba\u5de5\u667a\u80fd\u57fa\u7840\u7684\u6280\u672f\u8981\u7d20\uff0c\u4e3a\u7814\u7a76\u8005\u6216\u5b66\u751f\u5728\u751f\u6210\u5f0fAI\u3001\u5927\u6a21\u578b\u3001AI for Science\u7b49\u76f8\u5173\u9886\u57df\u7684\u5b66\u4e60\u548c\u7814\u7a76\u5de5\u4f5c\u5960\u5b9a\u57fa\u7840\u3002<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;outline: 0px;font-size: 14px;letter-spacing: 0.544px;white-space: normal;text-size-adjust: auto;background-color: rgb(255, 255, 255);font-family: system-ui, -apple-system, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;color: rgb(34, 34, 34);line-height: 1.75em;\"><br  \/><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;outline: 0px;font-size: 14px;letter-spacing: 0.544px;white-space: normal;text-size-adjust: auto;background-color: rgb(255, 255, 255);font-family: system-ui, -apple-system, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;color: rgb(34, 34, 34);line-height: 1.75em;\"><br  \/><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;outline: 0px;font-size: 14px;letter-spacing: 0.544px;white-space: normal;text-size-adjust: auto;background-color: rgb(255, 255, 255);font-family: system-ui, -apple-system, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;color: rgb(34, 34, 34);line-height: 1.75em;text-align: center;\"><img class=\"rich_pages wxw-img\" data-height=\"500\" data-ratio=\"1\"  data-type=\"png\" data-w=\"500\" data-width=\"500\" style=\"outline: 0px;visibility: visible !important;width: 136px !important;\" src=\"\/wp-content\/uploads\/2023\/06\/wxsync-2023-06-2e57625b25c9c6becec20e7958f28f43.png\"  \/><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;outline: 0px;font-size: 14px;letter-spacing: 0.544px;white-space: normal;text-size-adjust: auto;background-color: rgb(255, 255, 255);font-family: system-ui, -apple-system, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;color: rgb(34, 34, 34);line-height: 1.75em;text-align: center;\"><span style=\"outline: 0px;color: rgb(136, 136, 136);font-size: 13px;\">https:\/\/campus.swarma.org\/course\/5084?from=wechat<\/span><\/section>\n<section style=\"margin-bottom: 0px;\"><br style=\"letter-spacing: 0.578px;white-space: normal;\"  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;margin-bottom: 0px;white-space: normal;outline: 0px;letter-spacing: 0.544px;color: rgb(136, 136, 136);font-size: 14px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;background-color: rgb(255, 255, 255);text-align: center;justify-content: center;\">\n<section style=\"outline: 0px;display: inline-block;width: auto;vertical-align: top;min-width: 10%;height: auto;box-shadow: rgb(0, 0, 0) 0px 0px 0px;border-bottom: 9px solid rgb(169, 215, 227);border-bottom-right-radius: 0px;\">\n<section powered-by=\"xiumi.us\" style=\"margin-bottom: -15px;outline: 0px;\">\n<section style=\"padding-right: 10px;padding-left: 10px;outline: 0px;color: rgb(12, 130, 169);font-size: 16px;line-height: 2;letter-spacing: 3px;\">\n<p style=\"outline: 0px;\"><strong style=\"outline: 0px;\">\u56fe\u795e\u7ecf\u7f51\u7edc\u4e0e\u7ec4\u5408\u4f18\u5316\u8bfb\u4e66\u4f1a\u542f\u52a8<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section powered-by=\"xiumi.us\" style=\"margin-bottom: 0px;white-space: normal;outline: 0px;letter-spacing: 0.544px;color: rgb(136, 136, 136);font-size: 14px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;background-color: rgb(255, 255, 255);\">\n<p style=\"outline: 0px;\"><br style=\"outline: 0px;color: rgb(63, 63, 63);font-family: PingFangSC-light;font-size: 15px;letter-spacing: 0.544px;\"  \/><\/p>\n<\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;white-space: normal;outline: 0px;clear: both;min-height: 1em;letter-spacing: 0.544px;color: rgb(136, 136, 136);font-size: 14px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;background-color: rgb(255, 255, 255);line-height: 2em;\"><span style=\"font-size: 15px;letter-spacing: 0.544px;text-indent: 0em;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;\">\u73b0\u5b9e\u4e16\u754c\u4e2d\u5927\u91cf\u95ee\u9898\u7684\u89e3\u51b3\u4f9d\u8d56\u4e8e\u7b97\u6cd5\u7684\u8bbe\u8ba1\u4e0e\u6c42\u89e3\u3002\u4f20\u7edf\u7b97\u6cd5\u7531\u4eba\u7c7b\u4e13\u5bb6\u8bbe\u8ba1\uff0c\u800c\u968f\u7740\u4eba\u5de5\u667a\u80fd\u6280\u672f\u4e0d\u65ad\u53d1\u5c55\uff0c\u7b97\u6cd5\u81ea\u52a8\u5b66\u4e60\u7b97\u6cd5\u7684\u6848\u4f8b\u65e5\u76ca\u589e\u591a\uff0c\u5982\u4ee5\u795e\u7ecf\u7f51\u7edc\u4e3a\u4ee3\u8868\u7684\u7684\u4eba\u5de5\u667a\u80fd\u7b97\u6cd5\uff0c\u8fd9\u662f\u7b97\u6cd5\u795e\u7ecf\u5316\u6c42\u89e3\u7684\u7f18\u7531\u3002\u5728\u7b97\u6cd5\u795e\u7ecf\u5316\u6c42\u89e3\u65b9\u5411\u4e0a\uff0c\u56fe\u795e\u7ecf\u7f51\u7edc\u662f\u4e00\u4e2a\u5f3a\u6709\u529b\u7684\u5de5\u5177\uff0c\u80fd\u591f\u5145\u5206\u5229\u7528\u56fe\u7ed3\u6784\u7684\u7279\u6027\uff0c\u5b9e\u73b0\u5bf9\u9ad8\u590d\u6742\u5ea6\u7b97\u6cd5\u7684\u9ad8\u6548\u8fd1\u4f3c\u6c42\u89e3\u3002\u57fa\u4e8e\u56fe\u795e\u7ecf\u7f51\u7edc\u7684\u590d\u6742\u7cfb\u7edf\u4f18\u5316\u4e0e\u63a7\u5236\u5c06\u4f1a\u662f\u5927\u6a21\u578b\u70ed\u6f6e\u4e4b\u540e\u65b0\u7684\u672a\u6765\u65b9\u5411\u3002<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;white-space: normal;outline: 0px;clear: both;min-height: 1em;letter-spacing: 0.544px;color: rgb(136, 136, 136);font-size: 14px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;background-color: rgb(255, 255, 255);line-height: 2em;\"><span style=\"font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: 15px;letter-spacing: 0.544px;text-indent: 0em;\"><br  \/><\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;white-space: normal;outline: 0px;clear: both;min-height: 1em;letter-spacing: 0.544px;color: rgb(136, 136, 136);font-size: 14px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;background-color: rgb(255, 255, 255);line-height: 2em;\"><span style=\"font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: 15px;letter-spacing: 0.544px;text-indent: 0em;\">\u4e3a\u4e86\u63a2\u8ba8\u56fe\u795e\u7ecf\u7f51\u7edc\u5728\u7b97\u6cd5\u795e\u7ecf\u5316\u6c42\u89e3\u7684\u53d1\u5c55\u4e0e\u73b0\u5b9e\u5e94\u7528\uff0c\u96c6\u667a\u4ff1\u4e50\u90e8\u8054\u5408\u56fd\u9632\u79d1\u6280\u5927\u5b66\u7cfb\u7edf\u5de5\u7a0b\u5b66\u9662\u526f\u6559\u6388\u8303\u957f\u4fca\u3001\u4e2d\u56fd\u4eba\u6c11\u5927\u5b66\u9ad8\u74f4\u4eba\u5de5\u667a\u80fd\u5b66\u9662\u52a9\u7406\u6559\u6388\u9ec4\u6587\u70b3\uff0c\u5171\u540c\u53d1\u8d77\u300c\u56fe\u795e\u7ecf\u7f51\u7edc\u4e0e\u7ec4\u5408\u4f18\u5316\u300d\u8bfb\u4e66\u4f1a\u3002\u8bfb\u4e66\u4f1a\u5c06\u805a\u7126\u4e8e\u56fe\u795e\u7ecf\u7f51\u7edc\u4e0e\u7b97\u6cd5\u795e\u7ecf\u5316\u6c42\u89e3\u7684\u76f8\u5173\u9886\u57df\uff0c\u5305\u62ec\u795e\u7ecf\u7b97\u6cd5\u63a8\u7406\u3001\u7ec4\u5408\u4f18\u5316\u95ee\u9898\u6c42\u89e3\u3001\u51e0\u4f55\u56fe\u795e\u7ecf\u7f51\u7edc\uff0c\u4ee5\u53ca\u7b97\u6cd5\u795e\u7ecf\u5316\u6c42\u89e3\u5728 AI for Science \u4e2d\u7684\u5e94\u7528\u7b49\u65b9\u9762\uff0c\u5e0c\u671b\u4e3a\u53c2\u4e0e\u8005\u63d0\u4f9b\u4e00\u4e2a\u5b66\u672f\u4ea4\u6d41\u5e73\u53f0\uff0c\u6fc0\u53d1\u53c2\u4e0e\u8005\u7684\u5b66\u672f\u5174\u8da3\uff0c\u8fdb\u4e00\u6b65\u63a8\u52a8\u76f8\u5173\u9886\u57df\u7684\u7814\u7a76\u548c\u5e94\u7528\u53d1\u5c55\u3002\u8bfb\u4e66\u4f1a\u4ece2023\u5e746\u670814\u65e5\u5f00\u59cb\uff0c\u6bcf\u5468\u4e09\u665a 19:00-21:00 \u4e3e\u884c\uff0c\u6301\u7eed\u65f6\u95f4\u9884\u8ba18\u5468\u3002\u6b22\u8fce\u611f\u5174\u8da3\u7684\u670b\u53cb\u62a5\u540d\u53c2\u4e0e\uff01<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 2em;text-indent: 0em;\"><span style=\"color: rgb(136, 136, 136);font-size: 15px;letter-spacing: 0.544px;text-decoration-style: solid;text-decoration-color: rgb(136, 136, 136);\"><br  \/><\/span><\/section>\n<section style=\"margin-right: 8px;margin-left: 8px;text-align: center;\"><a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247663464&amp;idx=1&amp;sn=073e3d7c6d0ac643a93d01a7fd4d624f&amp;chksm=e89925e5dfeeacf3b350427aaf66812d11f458381944a2ada8a4ed19921ccc29a88708504490&amp;scene=21#wechat_redirect\" textvalue=\"\u4f60\u5df2\u9009\u4e2d\u4e86\u6dfb\u52a0\u94fe\u63a5\u7684\u5185\u5bb9\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"1\" rel=\"noopener noreferrer\"><span class=\"js_jump_icon h5_image_link\"><img class=\"rich_pages wxw-img\" data-backh=\"239\" data-backw=\"562\" data-cropselx1=\"0\" data-cropselx2=\"562\" data-cropsely1=\"0\" data-cropsely2=\"224\" data-galleryid=\"\" data-ratio=\"0.4255555555555556\" data-s=\"300,640\"  data-type=\"png\" data-w=\"900\" style=\"width: 562px;\" src=\"\/wp-content\/uploads\/2023\/06\/wxsync-2023-06-ef76ed97042640607fa28adb73e9fec7.png\"  \/><\/span><\/a><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 2em;text-indent: 0em;\"><span style=\"color: rgb(136, 136, 136);font-size: 15px;letter-spacing: 0.544px;text-decoration-style: solid;text-decoration-color: rgb(136, 136, 136);\"><\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 2em;text-indent: 0em;\"><span style=\"color: rgb(136, 136, 136);font-size: 15px;letter-spacing: 0.544px;text-decoration-style: solid;text-decoration-color: rgb(136, 136, 136);\"><span style=\"color: rgb(63, 63, 63);font-family: system-ui, -apple-system, &quot;system-ui&quot;, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);\">\u8be6\u60c5\u8bf7\u89c1\uff1a<\/span><\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 2em;text-indent: 0em;\"><span style=\"font-family: system-ui, -apple-system, &quot;system-ui&quot;, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;background-color: rgb(255, 255, 255);color: rgb(136, 136, 136);font-size: 15px;letter-spacing: 0.544px;text-decoration: underline;\"><a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247663464&amp;idx=1&amp;sn=073e3d7c6d0ac643a93d01a7fd4d624f&amp;chksm=e89925e5dfeeacf3b350427aaf66812d11f458381944a2ada8a4ed19921ccc29a88708504490&amp;scene=21#wechat_redirect\" textvalue=\"\u52a0\u901f\u7ecf\u5178\u7b97\u6cd5\u6548\u7387\uff0c\u7a81\u7834\u73b0\u5b9e\u6280\u672f\u74f6\u9888\uff1a\u56fe\u795e\u7ecf\u7f51\u7edc\u4e0e\u7ec4\u5408\u4f18\u5316\u8bfb\u4e66\u4f1a\u542f\u52a8\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" rel=\"noopener noreferrer\">\u52a0\u901f\u7ecf\u5178\u7b97\u6cd5\u6548\u7387\uff0c\u7a81\u7834\u73b0\u5b9e\u6280\u672f\u74f6\u9888\uff1a\u56fe\u795e\u7ecf\u7f51\u7edc\u4e0e\u7ec4\u5408\u4f18\u5316\u8bfb\u4e66\u4f1a\u542f\u52a8<\/a><\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 2em;text-indent: 0em;\"><span style=\"color: rgb(136, 136, 136);font-size: 15px;letter-spacing: 0.544px;text-decoration-style: solid;text-decoration-color: rgb(136, 136, 136);\"><span style=\"color: rgb(63, 63, 63);font-family: system-ui, -apple-system, &quot;system-ui&quot;, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);\"><br  \/><\/span><\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 2em;text-indent: 0em;\"><span style=\"color: rgb(136, 136, 136);font-size: 15px;letter-spacing: 0.544px;text-decoration-style: solid;text-decoration-color: rgb(136, 136, 136);\"><span style=\"color: rgb(63, 63, 63);font-family: system-ui, -apple-system, &quot;system-ui&quot;, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);\"><br  \/><\/span><\/span><\/section>\n<section style=\"margin-bottom: 0px;margin-left: 0px;margin-right: 0px;\"><span style=\"color: rgb(255, 255, 255);font-family: PingFangSC-light;font-size: 15px;font-weight: 700;letter-spacing: 0.544px;text-align: left;background-color: rgb(12, 130, 169);\">\u70b9\u51fb\u201c\u9605\u8bfb\u539f\u6587\u201d\uff0c\u62a5\u540d\u76f4\u64ad<\/span><\/section>\n<p style=\"display: none;\"><mp-style-type data-value=\"3\"><\/mp-style-type><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u5bfc\u8bed 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