{"id":38731,"date":"2022-11-26T20:48:05","date_gmt":"2022-11-26T12:48:05","guid":{"rendered":"https:\/\/swarma.org\/?p=38731"},"modified":"2022-11-26T20:48:05","modified_gmt":"2022-11-26T12:48:05","slug":"%e5%89%8d%e6%b2%bf%e9%80%9f%e9%80%92%ef%bc%9a%e9%9b%86%e7%be%a4%e6%97%b6%e9%97%b4%e5%ba%8f%e5%88%97%e5%8f%98%e7%82%b9%e6%a3%80%e6%b5%8b%e7%9a%84%e9%ab%98%e9%98%b6%e6%8b%93%e6%89%91%e7%89%b9%e5%be%81","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=38731","title":{"rendered":"\u524d\u6cbf\u901f\u9012\uff1a\u96c6\u7fa4\u65f6\u95f4\u5e8f\u5217\u53d8\u70b9\u68c0\u6d4b\u7684\u9ad8\u9636\u62d3\u6251\u7279\u5f81\u63d0\u53d6"},"content":{"rendered":"<div class='wxsyncmain'>\n<section powered-by=\"xiumi.us\" style=\"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;margin-bottom: 0px;\" data-mpa-powered-by=\"yiban.io\">\n<section 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href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247630644&amp;idx=2&amp;sn=5615f21afd0ab70fd29f9bb20daa428f&amp;chksm=e899a5b9dfee2caf3473fd8a66f0c5622f47018c9ee3fef7a17ef154b1ce75142396a2f9cad9&amp;scene=21#wechat_redirect\" textvalue=\"\u96c6\u667a\u9ad8\u9636\u7f51\u7edc\u8bfb\u4e66\u4f1a\u7b2c\u4e09\u671f\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" rel=\"noopener noreferrer\">\u96c6\u667a\u9ad8\u9636\u7f51\u7edc\u8bfb\u4e66\u4f1a\u7b2c\u4e09\u671f<\/a><\/span><\/strong><\/span><\/strong><\/span><\/strong><strong style=\"text-indent: 0em;letter-spacing: 0.544px;font-size: 15px;\"><span style=\"font-size: 13px;letter-spacing: 0.544px;text-decoration-style: solid;text-decoration-color: rgb(63, 63, 63);\"><strong><span style=\"color: rgb(63, 63, 63);letter-spacing: 0.544px;text-decoration: none solid rgb(63, 63, 63);\"><strong><span style=\"font-size: 13px;letter-spacing: 0.544px;text-decoration: 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!important;overflow-wrap: break-word !important;color: rgb(63, 63, 63);font-family: PingFangSC-light;font-size: 13px;letter-spacing: 0.544px;white-space: normal;background-color: rgb(246, 246, 246);visibility: visible;\"><span style=\"margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;letter-spacing: 0.544px;visibility: visible;\"><strong style=\"margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;letter-spacing: 0.544px;visibility: visible;\"><span style=\"margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;letter-spacing: 0.544px;visibility: visible;\"><strong style=\"margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;letter-spacing: 0.544px;visibility: visible;\"><span style=\"margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;letter-spacing: 0.544px;visibility: visible;\"><strong style=\"margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;letter-spacing: 0.544px;visibility: visible;\"><strong style=\"margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;letter-spacing: 0.544px;visibility: visible;\"><span style=\"margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;letter-spacing: 0.544px;visibility: visible;\"><strong style=\"margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;letter-spacing: 0.544px;visibility: visible;\"><span style=\"margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;letter-spacing: 0.544px;visibility: visible;\"><strong style=\"margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;letter-spacing: 0.544px;visibility: visible;\"><span style=\"margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;letter-spacing: 0.544px;visibility: visible;\"><strong style=\"margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;letter-spacing: 0.544px;visibility: visible;\"><strong style=\"margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;color: rgb(0, 0, 0);text-align: start;visibility: visible;\">\u5173\u952e\u8bcd\uff1a<strong><span style=\"color: rgb(0, 0, 0);font-size: 13px;letter-spacing: 0.544px;text-decoration: none solid rgb(0, 0, 0);\"><strong><span style=\"font-size: 13px;letter-spacing: 0.544px;text-decoration: none solid rgb(0, 0, 0);\">\u53d8\u70b9\u68c0\u6d4b\uff0c\u4ee3\u6570\u62d3\u6251\uff0c\u591a\u667a\u80fd\u4f53\u96c6\u7fa4\uff0c\u65f6\u95f4\u5e8f\u5217\u5206\u6790<\/span><\/strong><\/span><\/strong><\/strong><\/strong><\/span><\/strong><\/span><\/strong><\/span><\/strong><\/strong><\/span><\/strong><\/span><\/strong><\/span><\/strong><\/strong><\/strong><\/span><\/strong><\/span><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;outline: 0px;visibility: visible;\">\n<section style=\"outline: 0px;width: 661px;visibility: visible;\">\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>\n<\/section>\n<\/section>\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;margin-bottom: 10px;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);text-align: center;visibility: visible;\">\n<section style=\"outline: 0px;vertical-align: middle;display: inline-block;line-height: 0;visibility: visible;\"><img class=\"rich_pages wxw-img\" data-fileid=\"100098753\" data-ratio=\"0.07314814814814814\"  data-type=\"png\" data-w=\"1080\" style=\"outline: 0px;box-sizing: border-box;vertical-align: middle;visibility: visible !important;width: 677px !important;height: auto !important;\" src=\"\/wp-content\/uploads\/2022\/11\/wxsync-2022-11-e16cd5b776e38a4f6806c73548bdc7d4.png\"  \/><strong style=\"letter-spacing: 0.544px;text-align: right;font-size: 13px;outline: 0px;color: rgb(0, 0, 0);visibility: visible;\"><\/strong><\/section>\n<\/section>\n<section powered-by=\"xiumi.us\" style=\"margin-top: 0pt;margin-bottom: 0pt;outline: 0px;letter-spacing: 0.544px;white-space: normal;line-height: 1.7;font-family: PingFangSC-light;background-color: rgb(255, 255, 255);text-align: right;visibility: visible;\">\n<p style=\"color: rgb(73, 73, 73);outline: 0px;visibility: visible;\"><span style=\"font-size: 13px;font-weight: bold;color: rgb(73, 73, 73);font-family: PingFangSC-light;letter-spacing: 0.544px;text-align: right;background-color: rgb(255, 255, 255);outline: 0px;visibility: visible;\"><strong style=\"outline: 0px;color: rgb(0, 0, 0);visibility: visible;\"><span style=\"margin: 0px;padding: 0px;max-width: 100%;font-family: PingFangSC-light;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;letter-spacing: 0.544px;orphans: 2;text-align: right;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;font-weight: bold;background-color: rgb(255, 255, 255);outline: 0px;visibility: visible;overflow-wrap: break-word !important;box-sizing: border-box !important;\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;overflow-wrap: break-word !important;box-sizing: border-box !important;outline: 0px;color: rgb(0, 0, 0);visibility: visible;\"><span style=\"outline: 0px;visibility: visible;margin: 0px;padding: 0px;max-width: 100%;color: rgb(73, 73, 73);font-family: PingFangSC-light;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 400;letter-spacing: 0.544px;orphans: 2;text-align: right;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;background-color: rgb(255, 255, 255);text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;font-size: 13px;overflow-wrap: break-word !important;box-sizing: border-box !important;\">\u987e\u5b54\u9759\u3001\u664f\u826f\u3001\u674e\u7fd4\u3001\u6bb5\u6653\u541b\u3001\u6881\u9756\u5a55<\/span><\/strong><\/span><\/strong><strong style=\"outline: 0px;color: rgb(0, 0, 0);visibility: visible;\"><span style=\"margin: 0px;padding: 0px;max-width: 100%;font-family: PingFangSC-light;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;letter-spacing: 0.544px;orphans: 2;text-align: right;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;font-size: 16px;font-weight: bold;background-color: rgb(255, 255, 255);outline: 0px;visibility: visible;overflow-wrap: break-word !important;box-sizing: border-box !important;\">&nbsp;<\/span><span style=\"margin: 0px;padding: 0px;max-width: 100%;font-family: PingFangSC-light;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;letter-spacing: 0.544px;orphans: 2;text-align: right;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;font-weight: bold;background-color: rgb(255, 255, 255);outline: 0px;visibility: visible;overflow-wrap: break-word !important;box-sizing: border-box !important;\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;overflow-wrap: break-word !important;box-sizing: border-box !important;outline: 0px;color: rgb(0, 0, 0);visibility: visible;\">| \u4f5c\u8005<\/strong><\/span><\/strong><\/span><strong style=\"font-size: 13px;color: rgb(0, 0, 0);letter-spacing: 0.544px;\"><\/strong><\/p>\n<p style=\"color: rgb(73, 73, 73);outline: 0px;visibility: visible;\"><span style=\"font-size: 13px;letter-spacing: 0.544px;\">\u9093\u4e00\u96ea<\/span><strong style=\"font-size: 13px;letter-spacing: 0.544px;outline: 0px;color: rgb(0, 0, 0);visibility: visible;\"><span style=\"color: rgb(73, 73, 73);letter-spacing: 0.544px;outline: 0px;font-size: 16px;visibility: visible;\">&nbsp;<\/span><span style=\"color: rgb(73, 73, 73);letter-spacing: 0.544px;outline: 0px;visibility: visible;\"><strong style=\"outline: 0px;color: rgb(0, 0, 0);visibility: visible;\">| <\/strong><\/span>\u7f16\u8f91<\/strong><\/p>\n<p style=\"color: rgb(73, 73, 73);font-size: 11pt;outline: 0px;visibility: visible;\"><br  \/><\/p>\n<\/section>\n<p style=\"text-align: center;margin-bottom: 0em;\"><span style=\"color: rgb(63, 63, 63);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-align: justify;background-color: rgb(255, 255, 255);\">&nbsp;<\/span><\/p>\n<section style=\"text-align: center;margin-left: 8px;margin-right: 8px;\"><img class=\"rich_pages wxw-img\" data-backh=\"239\" data-backw=\"562\" data-ratio=\"0.4252988047808765\"  data-type=\"png\" data-w=\"2008\" style=\"white-space: normal;width: 100%;height: auto;\" src=\"\/wp-content\/uploads\/2022\/11\/wxsync-2022-11-f26c1de9e7857532aad4a682ca1b77cb.png\"  \/><br  \/><\/section>\n<blockquote data-type=\"2\" data-url=\"\" data-author-name=\"\" data-content-utf8-length=\"147\" data-source-title=\"\" style=\"margin: 1em 0px;padding: 4px 0px 0px 10px;outline: 0px;border-left: 3px solid rgb(219, 219, 219);color: rgb(154, 154, 154);font-size: 15px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;line-height: 1.6;visibility: visible;\">\n<section style=\"margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;visibility: visible;\">\n<section style=\"margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;visibility: visible;\">\n<p style=\"margin: 0px 8px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;clear: both;min-height: 1em;color: rgba(0, 0, 0, 0.5);line-height: 1.75em;text-align: left;visibility: visible;\"><span style=\"color: rgb(136, 136, 136);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;\">\u8bba\u6587\u9898\u76ee\uff1a<\/span><\/p>\n<p style=\"margin: 0px 8px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;clear: both;min-height: 1em;color: rgba(0, 0, 0, 0.5);line-height: 1.75em;text-align: left;visibility: visible;\"><span style=\"color: rgb(136, 136, 136);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;\">Change point detection in multi-agent systems based on higher-order features[1]<\/span><\/p>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;white-space: normal;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\u8bba\u6587\u94fe\u63a5\uff1a<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;white-space: normal;line-height: 1.75em;text-align: left;\"><span style=\"color: rgb(136, 136, 136);\">https:\/\/doi.org\/10.1063\/5.0126848<\/span><\/section>\n<\/section>\n<\/section>\n<\/blockquote>\n<p style=\"margin: 0px 8px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;clear: both;min-height: 1em;line-height: 1.75em;text-align: left;\"><br  \/><\/p>\n<section style=\"margin: 0px 8px;padding: 0px;max-width: 100%;overflow-wrap: break-word !important;box-sizing: border-box !important;line-height: 1.75em;\"><br  \/><\/section>\n<h3 style=\"margin-bottom: 0em;outline: 0px;letter-spacing: 0.544px;white-space: normal;font-family: mp-quote, -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);visibility: visible;\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;letter-spacing: 0.544px;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;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;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;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;visibility: visible;\"><strong style=\"outline: 0px;text-align: left;color: rgb(33, 166, 210);letter-spacing: 0.544px;visibility: visible;\"><span style=\"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;caret-color: rgb(89, 89, 89);visibility: visible;\">1. \u7b80\u4ecb<\/span><\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;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;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;white-space: normal;background-color: rgb(255, 255, 255);line-height: 1.75em;\"><span 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;\">&nbsp;<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><span style=\"color: rgb(63, 63, 63);font-size: 15px;\">\u6839\u636e\u65f6\u95f4\u5e8f\u5217\u8bc6\u522b\u96c6\u7fa4\u8fd0\u52a8\u7684\u72b6\u6001\u53d8\u5316\u6709\u52a9\u4e8e\u63ed\u793a\u5176\u673a\u7406\u5e76\u8fdb\u4e00\u6b65\u63a7\u5236\u96c6\u7fa4\u7cfb\u7edf\uff0c\u5bf9\u96c6\u7fa4\u72b6\u6001\u53d8\u5316\u7684\u8bc6\u522b\u53ef\u4ee5\u5f52\u7ed3\u4e3a\u53d8\u70b9\u68c0\u6d4b\u95ee\u9898\uff0c\u5b83\u53ef\u4ee5\u8fa8\u8bc6\u96c6\u7fa4\u5e8f\u5217\u6570\u636e\u7684\u751f\u6210\u53c2\u6570\u7a81\u53d8\u3002\u5e38\u89c1\u7684\u65e0\u76d1\u7763\u3001\u79bb\u7ebf\u591a\u53d8\u91cf\u53d8\u70b9\u68c0\u6d4b\u7b97\u6cd5\u5305\u62ec\u57fa\u4e8e\u6a21\u578b\u7684\u8d1d\u53f6\u65af\u53d8\u70b9\u68c0\u6d4b<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08BCP\uff09<\/span><span style=\"color: rgb(63, 63, 63);font-size: 15px;\">\u3001\u57fa\u4e8e\u7edf\u8ba1\u91cf\u7684\u975e\u53c2\u6570\u65b9\u6cd5\uff0c\u5982E-Agglo\u3001E-Divisive\u3001E-CP3O\u3001KS-CP3O\uff0c\u4e0e\u57fa\u4e8e\u6838\u51fd\u6570\u7684\u6838\u53d8\u70b9\u5206\u6790<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08KCPA\uff09<\/span><span style=\"color: rgb(63, 63, 63);font-size: 15px;\">\u7b49\u3002\u4e00\u822c\u7b97\u6cd5\u5df2\u7ecf\u89e3\u51b3d\u00d7\ud835\udc47\u7ef4\u65f6\u95f4\u5e8f\u5217\u7684\u53d8\u70b9\u68c0\u6d4b\u95ee\u9898\uff0c\u800c\u96c6\u7fa4\u89c2\u6d4b\u5f80\u5f80\u5f97\u5230\ud835\udc41\u00d7d\u00d7\ud835\udc47\u7ef4\u5ea6\u6570\u636e\uff0c\u5176\u4e2d\ud835\udc41\u6307\u96c6\u7fa4\u4e2d\u7684\u4e2a\u4f53\u6570\u3002\u9ad8\u9636\u62d3\u6251\u7279\u5f81\u53ef\u5c06\ud835\udc41\u00d7d\u00d7\ud835\udc47\u7ef4\u5ea6\u6570\u636e\u8f6c\u6362\u4e3a\ud835\udc40\u00d7\ud835\udc47\u7ef4\u3002\u5177\u4f53\u5730\uff0c\u91c7\u7528\u62d3\u6251\u6570\u636e\u5206\u6790\u5de5\u5177\u2014\u2014\u6301\u7eed\u540c\u8c03\uff0c\u7814\u7a76\u65f6\u95f4\u5207\u7247\u4e0a\u7684\u6570\u636e\u5206\u5e03\u201c\u5f62\u72b6\u201d\uff0c\u83b7\u5f97\u62d3\u6251\u4e0d\u53d8\u6027<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08Betti\u6570\uff09<\/span><span style=\"color: rgb(63, 63, 63);font-size: 15px;\">\u548c\u540c\u8c03\u7c7b\u7684\u6301\u4e45\u6027<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08Persistence\uff09<\/span><span style=\"color: rgb(63, 63, 63);font-size: 15px;\">\u4f5c\u4e3a\u9ad8\u9636\u62d3\u6251\u7279\u5f81\uff0c\u5e76\u4ee3\u5165\u4e00\u822c\u53d8\u70b9\u68c0\u6d4b\u65b9\u6cd5\u5f97\u5230\u53d8\u70b9\u4f30\u8ba1\u3002<\/span><\/section>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;margin-bottom: 0px;\"><span style=\"color: rgb(63, 63, 63);font-size: 15px;\"><br  \/><\/span><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;margin-bottom: 0px;\"><span style=\"color: rgb(63, 63, 63);font-size: 15px;\"><br  \/><\/span><\/p>\n<h3 style=\"margin-bottom: 0em;outline: 0px;letter-spacing: 0.544px;white-space: normal;font-family: mp-quote, -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);visibility: visible;\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;letter-spacing: 0.544px;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;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;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;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;visibility: visible;\"><strong style=\"outline: 0px;text-align: left;color: rgb(33, 166, 210);letter-spacing: 0.544px;visibility: visible;\"><span style=\"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;caret-color: rgb(89, 89, 89);visibility: visible;\">\u4e8c\u3001\u65b9\u6cd5<\/span><\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;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;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;white-space: normal;background-color: rgb(255, 255, 255);line-height: 1.75em;\"><span 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;\">&nbsp;<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><span style=\"color: rgb(63, 63, 63);font-size: 15px;\"><strong>\uff08a\uff09\u6574\u4f53\uff1a<\/strong>\u5c06\u65f6\u95f4\u5e8f\u5217\u5206\u89e3\u4e3a\u4e00\u7cfb\u5217\u65f6\u95f4\u5207\u7247\uff0c\u5e76\u5728\u6bcf\u4e2a\u65f6\u95f4\u5207\u7247\u4e0a\u91c7\u7528\u5177\u6709\u4e0d\u540c\u76f4\u5f84\u03b5\u7684Vietoris-Rips\u590d\u5f62\u6784\u5efa\u62d3\u6251\u7ed3\u6784\uff0c\u5982\u56fe1\uff08a\uff09\u6240\u793a\u3002<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><span style=\"color: rgb(63, 63, 63);font-size: 15px;\"><br  \/><\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><span style=\"color: rgb(63, 63, 63);font-size: 15px;\"><strong>\uff08b\uff09\u90e8\u5206\uff1a<\/strong>\u5728\u6bcf\u4e2a\u65f6\u95f4\u5207\u7247\u4e0a\u8ba1\u7b97Betti\u6570\u6216\u6301\u4e45\u6027\uff0c\u5f97\u5230\u9ad8\u9636\u62d3\u6251\u7279\u5f81\u5411\u91cf\u3002\u5982\u56fe1\uff08b\uff09\u6240\u793a\uff0c\u901a\u8fc7\u53ef\u89c6\u5316\u4e0d\u540c\u76f4\u5f84\u03b5\u4e0b\u540c\u6e90\u7c7b\u7684\u751f\u706d\u5f97\u5230\u6761\u5f62\u7801\uff0cBetti\u6570\u662f\u4e0e\u5782\u76f4\u7ebf\u76f8\u4ea4\u7684\u6c34\u5e73\u7ebf\u6761\u6570\uff0c\u6301\u4e45\u6027\u662f\u6bcf\u4e2a\u540c\u8c03\u7c7b[\ud835\udc67]\u7684\u6301\u7eed\u957f\u5ea6\u3002\u4ece\u590d\u6742\u7f51\u7edc\u7684\u89d2\u5ea6\uff0c\u5728\u95f4\u8ddd\u5c0f\u4e8e\u76f4\u5f84\u03b5\u7684\u8282\u70b9\u95f4\u5efa\u7acb\u8fde\u63a5\uff0cBetti\u6570\u5373\u8fde\u901a\u5206\u652f\u6570\u3002<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><span style=\"color: rgb(63, 63, 63);font-size: 15px;\"><br  \/><\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><span style=\"color: rgb(63, 63, 63);font-size: 15px;\"><strong>\uff08c\uff09\u6574\u4f53\uff1a<\/strong>\u6240\u6709\u65f6\u95f4\u5207\u7247\u7684\u9ad8\u9636\u62d3\u6251\u7279\u5f81\u5411\u91cf\u96c6\u6210\u4e3aBetti\u6570\u77e9\u9635\ud835\udc35\u548c\u6301\u4e45\u6027\u77e9\u9635\ud835\udc43\uff0c\u5e76\u91c7\u7528\u4e00\u822c\u53d8\u70b9\u68c0\u6d4b\u65b9\u6cd5\u5f97\u5230\u53d8\u70b9\u4f30\u8ba1\uff0c\u5982\u56fe1\uff08c\uff09\u6240\u793a\uff0c\u5176\u4e2d\u5782\u76f4\u7ebf\u662f\u53d8\u5316\u65f6\u95f4\u70b9\u3002<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><span style=\"color: rgb(63, 63, 63);font-size: 15px;\"><br  \/><\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;text-align: center;\"><img class=\"rich_pages wxw-img\" data-ratio=\"0.7722616233254531\"  data-type=\"png\" data-w=\"1269\" src=\"\/wp-content\/uploads\/2022\/11\/wxsync-2022-11-0636286774dc5d20f5b2cc0d9adb9099.png\"  \/><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;text-align: center;\"><span style=\"color: rgb(136, 136, 136);font-size: 13px;\">\u56fe1 &nbsp;Betti\u6570\u548c\u6301\u4e45\u6027\u7279\u5f81\u63d0\u53d6\u793a\u610f\u56fe<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><span style=\"color: rgb(63, 63, 63);font-size: 15px;\"><br  \/><\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><span style=\"color: rgb(63, 63, 63);font-size: 15px;\"><br  \/><\/span><\/section>\n<h3 style=\"margin-bottom: 0em;outline: 0px;letter-spacing: 0.544px;white-space: normal;font-family: mp-quote, -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);visibility: visible;\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;letter-spacing: 0.544px;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;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;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;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;visibility: visible;\"><strong style=\"outline: 0px;text-align: left;color: rgb(33, 166, 210);letter-spacing: 0.544px;visibility: visible;\"><span style=\"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;caret-color: rgb(89, 89, 89);visibility: visible;\">3. \u7ed3\u679c\u5206\u6790<\/span><\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;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;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;white-space: normal;background-color: rgb(255, 255, 255);line-height: 1.75em;\"><span 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;\">&nbsp;<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><span style=\"color: rgb(63, 63, 63);font-size: 15px;\"><strong>\u51c6\u786e\u6027\uff1a<\/strong>\u4e0b\u8868\u5c55\u793a\u4e86\u9488\u5bf9\u4e00\u7ef4\u901f\u5ea6\u5206\u91cf\u3001\u4e8c\u7ef4\u901f\u5ea6\u548c\u56db\u7ef4\u901f\u5ea6\u4f4d\u7f6e\u65f6\u95f4\u5e8f\u5217\u4e0e\u57fa\u51c6\u65b9\u6cd5\u7684\u51c6\u786e\u6027\u6bd4\u8f83\uff0c\u7ed3\u679c\u663e\u793a\u9ad8\u9636\u62d3\u6251\u7279\u5f81<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08Betti number\u548cPersistence\uff09<\/span><span style=\"color: rgb(63, 63, 63);font-size: 15px;\">\u5bf9\u57fa\u51c6\u65b9\u6cd5\u7684\u63d0\u5347\u6548\u679c\u663e\u8457\u3002<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><span style=\"color: rgb(63, 63, 63);font-size: 15px;\"><br  \/><\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><img class=\"rich_pages wxw-img\" data-ratio=\"0.2603448275862069\"  data-type=\"png\" data-w=\"1740\" src=\"\/wp-content\/uploads\/2022\/11\/wxsync-2022-11-a91825f9e40b65205371d9e18f89f62a.png\"  \/><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><br  \/><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><span style=\"color: rgb(63, 63, 63);font-size: 15px;\"><strong>\u7f3a\u5931\u6570\u636e\uff1a<\/strong>\u9ad8\u9636\u62d3\u6251\u7279\u5f81\u672c\u8d28\u662f\u5ea6\u91cf\u65f6\u95f4\u5207\u7247\u4e0a\u7684\u6570\u636e\u76f8\u5bf9\u5206\u5e03\uff0c\u4e0e\u65f6\u95f4\u5207\u7247\u4e4b\u95f4\u7684\u8282\u70b9\u5bf9\u5e94\u5173\u7cfb\u65e0\u5173\u3002\u9488\u5bf9\u7f3a\u5931\u6570\u636e\u5b58\u5728\u7684\u60c5\u51b5\uff0c\u5728\u8fde\u7eed\u6027\u5047\u8bbe\u4e0b\u53ef\u4ee5\u4ece\u76f8\u90bb\u65f6\u95f4\u5207\u7247\u91c7\u6837\u4ee5\u6062\u590d\u6570\u636e\u5206\u5e03\u3002<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><span style=\"color: rgb(63, 63, 63);font-size: 15px;\"><br  \/><\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><span style=\"color: rgb(63, 63, 63);font-size: 15px;\">\u56fe2\uff08a\uff09\u5c55\u793a\u4e86\u4e0d\u540c\u7f3a\u5931\u6570\u636e\u6bd4\u4f8b\u4e0b\u7684Betti\u6570\u548c\u6301\u4e45\u6027\u7279\u5f81\u63d0\u53d6\u7684\u8868\u73b0\uff0c\u5176\u4e2d\u9ed1\u8272\u6c34\u5e73\u7ebf\u662fE-Agglo\u65b9\u6cd5\u5728\u65e0\u7f3a\u5931\u6570\u636e\u60c5\u51b5\u4e0b\u7684\u8868\u73b0\uff0c\u7ed3\u679c\u8868\u660e\u9ad8\u9636\u62d3\u6251\u7279\u5f81\u5bf9\u7f3a\u5931\u6570\u636e\u5177\u6709\u8f83\u5f3a\u7a33\u5b9a\u6027\u3002<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><span style=\"color: rgb(63, 63, 63);font-size: 15px;\"><br  \/><\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;text-align: center;\"><img class=\"rich_pages wxw-img\" data-ratio=\"0.3753943217665615\"  data-type=\"png\" data-w=\"1268\" src=\"\/wp-content\/uploads\/2022\/11\/wxsync-2022-11-a307f009ae9798228a75380609df2643.png\"  \/><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;text-align: center;\"><span style=\"color: rgb(136, 136, 136);font-size: 13px;\">\u56fe2 \u4e0d\u540c\u6bd4\u4f8b\u7f3a\u5931\u6570\u636e\u5b9e\u9a8c<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><span style=\"color: rgb(63, 63, 63);font-size: 15px;\"><br  \/><\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><span style=\"color: rgb(63, 63, 63);font-size: 15px;\"><strong>\u5b9e\u4f8b\u4e00\uff1a<\/strong>\u56fe3\u5c55\u793a\u4e86\u5bf9MSRC-12 \u6570\u636e\u96c6\u4e2d\u4e00\u7cfb\u5217\u97a0\u8eac\u52a8\u4f5c\u7684\u9636\u6bb5\u5212\u5206\uff0c\u6df1\u8272\u4e0e\u6d45\u8272\u5757\u7684\u4ea4\u754c\u70b9\u4e3a\u624b\u52a8\u6807\u6ce8\u7684\u53d8\u70b9\u3002\u7ed3\u679c\u8868\u660e\uff0cBetti\u6570\u548c\u6301\u4e45\u6027\u7279\u5f81\u63d0\u53d6\u65b9\u6cd5\u5747\u80fd\u5408\u7406\u5212\u5206\u52a8\u4f5c\u5e8f\u5217\uff0c\u63d0\u9ad8\u57fa\u51c6E-Agglo\u65b9\u6cd5\u7684\u6027\u80fd\u3002<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><span style=\"color: rgb(63, 63, 63);font-size: 15px;\"><br  \/><\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;text-align: center;\"><img class=\"rich_pages wxw-img\" data-ratio=\"0.583596214511041\"  data-type=\"png\" data-w=\"1268\" src=\"\/wp-content\/uploads\/2022\/11\/wxsync-2022-11-1673fa79d28ffc39a04eb86a14dd63a2.png\"  \/><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;text-align: center;\"><span style=\"color: rgb(136, 136, 136);font-size: 13px;\">\u56fe3 &nbsp;\u97a0\u8eac\u52a8\u4f5c\u5e8f\u5217\u7684\u53d8\u70b9\u68c0\u6d4b<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><br  \/><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><span style=\"color: rgb(63, 63, 63);font-size: 15px;\"><strong>\u5b9e\u4f8b\u4e8c\uff1a<\/strong>\u56fe4\u5c55\u793a\u4e86\u5bf9\u5177\u6709\u7f3a\u5931\u6570\u636e\u7684\u9c7c\u7fa4\u8fd0\u52a8\u9636\u6bb5\u7684\u5212\u5206\uff0c\uff08a\uff09\u548c\uff08b\uff09\u4e2d\u5782\u76f4\u9ed1\u8272\u7ebf\u6bb5\u4e3a\u9ad8\u9636\u62d3\u6251\u7279\u5f81\u5f97\u5230\u7684\u53d8\u70b9\uff0c\u4e0e\uff08c\uff09\u4e2d\u4f9d\u636e\u5e8f\u53c2\u91cf\u5212\u5206\u7684\u9636\u6bb5\u5927\u81f4\u543b\u5408\u3002<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><span style=\"color: rgb(63, 63, 63);font-size: 15px;\"><br  \/><\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;text-align: center;\"><img class=\"rich_pages wxw-img\" data-ratio=\"0.5220820189274448\"  data-type=\"png\" data-w=\"1268\" src=\"\/wp-content\/uploads\/2022\/11\/wxsync-2022-11-4dc44b3772259a35b548dc6be1d771ab.png\"  \/><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;text-align: center;\"><span style=\"color: rgb(136, 136, 136);font-size: 13px;\">\u56fe4 \u9c7c\u7fa4\u8f68\u8ff9\u7684\u53d8\u70b9\u68c0\u6d4b<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><span style=\"color: rgb(63, 63, 63);font-size: 15px;\"><br  \/><\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><span style=\"color: rgb(63, 63, 63);font-size: 15px;\"><br  \/><\/span><\/section>\n<h3 style=\"margin-bottom: 0em;outline: 0px;letter-spacing: 0.544px;white-space: normal;font-family: mp-quote, -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);visibility: visible;\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;letter-spacing: 0.544px;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;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;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;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;visibility: visible;\"><strong style=\"outline: 0px;text-align: left;color: rgb(33, 166, 210);letter-spacing: 0.544px;visibility: visible;\"><span style=\"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;caret-color: rgb(89, 89, 89);visibility: visible;\">4. \u5c55\u671b<\/span><\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;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;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;white-space: normal;background-color: rgb(255, 255, 255);line-height: 1.75em;\"><span 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;\">&nbsp;<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><span style=\"color: rgb(63, 63, 63);font-size: 15px;\">\u672c\u6587\u63d0\u51fa\u9ad8\u9636\u62d3\u6251\u7279\u5f81\u63d0\u53d6\u65b9\u6cd5\u53ef\u4ee5\u5b9e\u73b0\u6570\u636e\u964d\u7ef4\u548c\u7f3a\u5931\u6570\u636e\u63d2\u8865\uff0c\u5e76\u63d0\u5347\u9ad8\u7ef4\u65f6\u5e8f\u6570\u636e\u7684\u53d8\u70b9\u68c0\u6d4b\u7cbe\u5ea6\uff0c\u53ef\u7528\u4e8e\u65e0\u4eba\u96c6\u7fa4\u3001\u793e\u4f1a\u53ca\u7ecf\u6d4e\u591a\u4e3b\u4f53\u7cfb\u7edf\u3001\u751f\u7269\u7fa4\u843d\u6f14\u5316\u3001\u8bed\u97f3\u548c\u56fe\u50cf\u5206\u6790\u7b49\u9886\u57df\u7684\u7814\u7a76\u3002\u6b64\u5916\uff0c\u9ad8\u9636\u62d3\u6251\u7279\u5f81\u8fd8\u53ef\u4e3a\u65f6\u95f4\u5e8f\u5217\u964d\u7ef4\u3001\u590d\u6742\u7f51\u7edc\u591a\u5c3a\u5ea6\u5efa\u6a21\u63d0\u4f9b\u65b0\u7684\u601d\u8def\u3002<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><br  \/><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><span style=\"color: rgb(63, 63, 63);font-size: 15px;\">\u9644\u5f55\uff1a<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;text-align: left;\"><span style=\"color: rgb(63, 63, 63);font-size: 15px;\">\u672c\u6587\u6240\u6709\u4ee3\u7801\u5df2\u4e0a\u4f20Github https:\/\/github.com\/gukongjing.<\/span><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><br  \/><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><strong><span style=\"color: rgb(33, 166, 210);font-size: 15px;\">\u53c2\u8003\u6587\u732e\uff1a<\/span><\/strong><br  \/><\/section>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;text-align: left;line-height: 1.5em;\"><span style=\"color: rgb(136, 136, 136);font-size: 13px;\">[1] Gu, K., Yan, L., Li, X., Duan, X., &amp; Liang, J. (2022). Change point detection in multi-agent systems based on higher-order features. Chaos: An Interdisciplinary Journal of Nonlinear Science, 32(11), 111102. https:\/\/doi.org\/10.1063\/5.0126848<\/span><\/p>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><br style=\"white-space: normal;\"  \/><\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;line-height: 1.75em;\"><br  \/><\/section>\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;margin-bottom: 0px;outline: 0px;letter-spacing: 0.544px;white-space: normal;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 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0.544px;\">\u63a8\u8350\u9605\u8bfb<\/span><\/strong><\/strong><\/p>\n<ul class=\"list-paddingleft-1\" style=\"margin: 0px 8px;padding: 0px 0px 0px 1.2em;box-sizing: border-box !important;width: 577.422px;max-width: 100%;overflow-wrap: break-word !important;outline: 0px;\">\n<li style=\"margin: 0px;padding: 0px;clear: both;max-width: 100%;overflow-wrap: break-word !important;box-sizing: border-box !important;outline: 0px;font-weight: bold;\">\n<section style=\"margin: 0px 8px 10px;padding: 0px;max-width: 100%;overflow-wrap: break-word !important;box-sizing: border-box !important;outline: 0px;\"><a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247629835&amp;idx=1&amp;sn=a56bba3a24544305a854224d9497175f&amp;chksm=e899a686dfee2f902ee3f10038a605fe6d2fc3c573cd0e11bf48309d4458efe13d532aaf46a0&amp;scene=21#wechat_redirect\" textvalue=\"\u739b\u4e3d\u5973\u738b\u5927\u5b66 Ginestra 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href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247587571&amp;idx=1&amp;sn=ba94bfcdad6b4df548ae284cf86dcfc6&amp;chksm=e896cc7edfe14568332a16dd00c5cd2b5cfe21d7dacb0f9f4e8727a2939d884cab1f1693dafd&amp;scene=21#wechat_redirect\" textvalue=\"\u9648\u5173\u8363\uff1a\u63a2\u8ba8\u590d\u6742\u7f51\u7edc\u7684\u9ad8\u9636\u62d3\u6251\u53ca\u5176\u5e94\u7528\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" style=\"text-decoration: underline;\" data-linktype=\"2\" rel=\"noopener noreferrer\">\u9648\u5173\u8363\uff1a\u63a2\u8ba8\u590d\u6742\u7f51\u7edc\u7684\u9ad8\u9636\u62d3\u6251\u53ca\u5176\u5e94\u7528<\/a><\/section>\n<\/li>\n<li style=\"margin: 0px;padding: 0px;clear: both;max-width: 100%;overflow-wrap: break-word !important;box-sizing: border-box !important;outline: 0px;font-weight: bold;\">\n<section style=\"margin: 0px 8px 10px;padding: 0px;max-width: 100%;overflow-wrap: break-word !important;box-sizing: border-box 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href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247576923&amp;idx=2&amp;sn=57f0d320812c01ff6f5ea97c09fc9623&amp;chksm=e896f7d6dfe17ec038e8d238dae313119fca8c62aabd4730896bc99398db981dd5d9d3e0b927&amp;scene=21#wechat_redirect\" textvalue=\"\u300a\u5f20\u6c5f\u00b7\u590d\u6742\u79d1\u5b66\u524d\u6cbf27\u8bb2\u300b\u5b8c\u6574\u4e0a\u7ebf\uff01\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" style=\"margin: 0px;padding: 0px;color: rgb(87, 107, 149);text-decoration: underline;max-width: 100%;overflow-wrap: break-word !important;box-sizing: border-box !important;\" rel=\"noopener noreferrer\">\u300a\u5f20\u6c5f\u00b7\u590d\u6742\u79d1\u5b66\u524d\u6cbf27\u8bb2\u300b\u5b8c\u6574\u4e0a\u7ebf\uff01<\/a><\/section>\n<\/li>\n<li style=\"margin: 0px;padding: 0px;clear: both;max-width: 100%;overflow-wrap: break-word !important;box-sizing: border-box !important;outline: 0px;font-weight: bold;\">\n<section style=\"margin: 0px 8px 10px;padding: 0px;max-width: 100%;overflow-wrap: break-word !important;box-sizing: border-box !important;outline: 0px;\"><a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247617062&amp;idx=1&amp;sn=e963acb6885ea3b26d32e91c12eae076&amp;chksm=e89650abdfe1d9bddf82c71e612a15bc4393d0a61cde39d325b01b3099247145c98b492c37b8&amp;scene=21#wechat_redirect\" textvalue=\"\u6210\u4e3a\u96c6\u667aVIP\uff0c\u89e3\u9501\u200d\u5168\u7ad9\u8bfe\u7a0b\uff0f\u8bfb\u4e66\u4f1a\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" style=\"margin: 0px;padding: 0px;color: rgb(87, 107, 149);text-decoration: none;max-width: 100%;overflow-wrap: break-word !important;box-sizing: border-box !important;\" rel=\"noopener noreferrer\"><span style=\"margin: 0px;padding: 0px;max-width: 100%;overflow-wrap: break-word !important;box-sizing: border-box !important;outline: 0px;letter-spacing: 0.544px;text-decoration: underline;\">\u6210\u4e3a\u96c6\u667aVIP\uff0c\u89e3\u9501\u5168\u7ad9\u8bfe\u7a0b\uff0f\u8bfb\u4e66\u4f1a<\/span><\/a><\/section>\n<\/li>\n<li style=\"margin: 0px;padding: 0px;clear: both;max-width: 100%;overflow-wrap: break-word !important;box-sizing: border-box !important;outline: 0px;\">\n<section style=\"margin: 0px 8px 10px;padding: 0px;max-width: 100%;overflow-wrap: break-word !important;box-sizing: border-box !important;outline: 0px;\"><a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247615893&amp;idx=2&amp;sn=96bad22819460c3b17f165fef8817c89&amp;chksm=e8965f18dfe1d60e531b3a749cfdfade06962791e3f1b100872d24e032b6b3130a6ead599060&amp;scene=21#wechat_redirect\" textvalue=\"\u52a0\u5165\u96c6\u667a\uff0c\u200d\u4e00\u8d77\u590d\u6742\uff01\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" style=\"margin: 0px;padding: 0px;color: rgb(87, 107, 149);text-decoration: underline;max-width: 100%;overflow-wrap: break-word !important;box-sizing: border-box !important;\" rel=\"noopener noreferrer\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;overflow-wrap: break-word !important;box-sizing: border-box !important;outline: 0px;\">\u52a0\u5165\u96c6\u667a\uff0c\u4e00\u8d77\u590d\u6742\uff01<\/strong><strong style=\"margin: 0px;padding: 0px;max-width: 100%;overflow-wrap: break-word !important;box-sizing: border-box !important;outline: 0px;\"><\/strong><strong style=\"margin: 0px;padding: 0px;max-width: 100%;overflow-wrap: break-word !important;box-sizing: border-box !important;outline: 0px;\"><\/strong><strong style=\"margin: 0px;padding: 0px;max-width: 100%;overflow-wrap: break-word !important;box-sizing: border-box !important;outline: 0px;\"><\/strong><\/a><br style=\"margin: 0px;padding: 0px;max-width: 100%;overflow-wrap: break-word !important;box-sizing: border-box !important;outline: 0px;\"  \/><\/section>\n<\/li>\n<\/ul>\n<p style=\"margin: 0px 8px 5px;padding: 0px;clear: both;min-height: 1em;max-width: 100%;overflow-wrap: break-word !important;box-sizing: border-box !important;outline: 0px;\"><br style=\"margin: 0px;padding: 0px;max-width: 100%;overflow-wrap: break-word !important;box-sizing: border-box !important;\"  \/><\/p>\n<\/section>\n<section style=\"margin: 0px;padding: 0px;max-width: 100%;overflow-wrap: break-word !important;box-sizing: border-box !important;\">\n<section style=\"margin: 0px;padding: 0px;max-width: 100%;overflow-wrap: break-word !important;box-sizing: border-box !important;\"><br  \/><\/section>\n<\/section>\n<section style=\"outline: currentcolor none 0px;letter-spacing: 0.544px;white-space: normal;color: rgb(136, 136, 136);font-size: 14px;background-color: rgb(255, 255, 255);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;, 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