{"id":50384,"date":"2024-05-15T13:17:11","date_gmt":"2024-05-15T05:17:11","guid":{"rendered":"https:\/\/swarma.org\/?p=50384"},"modified":"2024-05-15T13:17:11","modified_gmt":"2024-05-15T05:17:11","slug":"%e6%b7%b7%e6%b2%8c%e8%be%b9%e7%bc%98%e7%9a%84%e4%bf%a1%e6%81%af%e5%8a%a8%e5%8a%9b%e5%ad%a6-%e5%a4%8d%e6%9d%82%e7%b3%bb%e7%bb%9f%e7%a0%94%e7%a9%b6%e4%b8%ad%e7%9a%84%e4%bf%a1%e6%81%af","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=50384","title":{"rendered":"\u6df7\u6c8c\u8fb9\u7f18\u7684\u4fe1\u606f\u52a8\u529b\u5b66\u2014\u2014\u590d\u6742\u7cfb\u7edf\u7814\u7a76\u4e2d\u7684\u4fe1\u606f\u8bba\u7ec8\u7bc7"},"content":{"rendered":"
\n
\n
\n
\n

<\/p>\n<\/section>\n

\n
\n
\n
\n
\n
\n

<\/section>\n<\/section>\n
\n
\n

\u5bfc\u8bed<\/strong><\/p>\n<\/section>\n<\/section>\n

\n

<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n
\n
\n
\u4e0a\u4e16\u7eaa90\u5e74\u4ee3\u521d\uff0c\u6717\u987f\u521b\u9020\u4e86\u201c\u5728\u6df7\u6c8c\u8fb9\u7f18\u8ba1\u7b97\u201d\u8fd9\u4e2a\u672f\u8bed\uff0c\u5e76\u5f00\u59cb\u601d\u8003\u4e00\u4e2a\u96be\u9898\uff1a\u7cfb\u7edf\u7684\u590d\u6742\u6027\u6765\u6e90\u4e8e\u4f55\u5904\u3002\u4ed6\u7684\u6587\u5b57\u5df2\u7ecf\u6697\u793a\u8fd9\u4e00\u8ff7\u601d\u4e0e\u4fe1\u606f\u7406\u8bba\u7684\u7d27\u5bc6\u5173\u8054\u3002Joseph T. Lizier \u5728 2010 \u5e74\u4ece\u6089\u5c3c\u5927\u5b66\u83b7\u5f97\u8ba1\u7b97\u673a\u79d1\u5b66\u535a\u58eb\u5b66\u4f4d\uff0c\u5728\u4ed6\u7684\u535a\u58eb\u8bba\u6587\u300a\u590d\u6742\u7cfb\u7edf\u4e2d\u5206\u5e03\u5f0f\u8ba1\u7b97\u7684\u5c40\u90e8\u4fe1\u606f\u52a8\u529b\u5b66\u300b\u4e2d\uff0c\u63a5\u8fc7\u6717\u987f\u63d0\u51fa\u7684\u6311\u6218\uff0c\u6df1\u5165\u4fe1\u606f\u7406\u8bba\u7684\u57fa\u7840\uff0c\u7ee7\u7eed\u63a2\u8ba8\u5206\u5e03\u5f0f\u8ba1\u7b97\u4e0e\u7cfb\u7edf\u590d\u6742\u6027\u7684\u5173\u7cfb\uff0c\u771f\u6b63\u7528\u5b9a\u91cf\u7684\u6307\u6807\u6765\u523b\u753b\u590d\u6742\u7cfb\u7edf\u7684\u6d8c\u73b0\u7279\u5f81\u3002\u5728\u8fd9\u82e5\u5e72\u5e74\u540e\uff0c\u4eba\u4eec\u53d1\u73b0\u4f20\u7edf\u4fe1\u606f\u6307\u6807\u5904\u7406\u591a\u5143\u53d8\u91cf\u5173\u7cfb\u7684\u529b\u4e0d\u4ece\u5fc3\uff0c\u4e8e\u662f\u6709\u4e86\u300c<\/span><\/strong>\u56e0\u679c\u6d8c\u73b0<\/span><\/strong><\/a>\u300d\u7cfb\u5217\u8bfb\u4e66\u4f1a\u63d0\u5230\u7684\u6574\u5408\u4fe1\u606f\u5206\u89e3\u6846\u67b6\uff0c\u5b83\u7ee7\u627f\u4e86 Lizier \u7684\u6982\u5ff5\u548c\u601d\u60f3<\/span><\/strong>\u3002<\/span><\/strong><\/section>\n

<\/span><\/strong><\/section>\n
\u6211\u4eec\u7528\u4e00\u7cfb\u5217\u5171\u4e09\u7bc7\u6587\u7ae0\u89e3\u8bfb\u4e86 Lizier \u7684\u535a\u58eb\u8bba\u6587\uff0c\u7b2c\u4e00\u7bc7\u6587\u7ae0\u300a\u590d\u6742\u7cfb\u7edf\u7814\u7a76\u4e3a\u4ec0\u4e48\u5173\u6ce8\u4fe1\u606f\u8bba\uff1f<\/a><\/span><\/strong>\u300b\u4e2d\uff0c\u6211\u4eec\u4ecb\u7ecd\u4e86\u590d\u6742\u7cfb\u7edf\u4e2d\u5b58\u5728\u7740\u5206\u5e03\u5f0f\u8ba1\u7b97\uff0c\u5305\u62ec\u4fe1\u606f\u5b58\u50a8\u3001\u4fe1\u606f\u8f6c\u79fb\u548c\u4fe1\u606f\u4fee\u6b63\u3002\u7b2c\u4e8c\u7bc7\u6587\u7ae0\u300a\u4e09\u79cd\u4fe1\u606f\u52a8\u529b\u5b66\uff1a\u5982\u4f55\u8bc6\u522b\u5143\u80de\u81ea\u52a8\u673a\u4e2d\u7684\u6d8c\u73b0\uff1f<\/a>\u300b\u6211\u4eec\u6211\u4eec\u9010\u4e00\u4ecb\u7ecd\u8fd9\u4e09\u79cd\u4e0d\u540c\u7684\u4fe1\u606f\u52a8\u529b\u5b66\u548c\u5b83\u4eec\u5bf9\u5e94\u7684\u5c40\u90e8\u4fe1\u606f\u6307\u6807\uff0c\u8fd9\u5957\u6307\u6807\u80fd\u591f\u523b\u753b\u548c\u9610\u91ca\u5143\u80de\u81ea\u52a8\u673a\u91cc\u53d1\u751f\u7684\u6d8c\u73b0\u7ed3\u6784\u548c\u5206\u5e03\u5f0f\u8ba1\u7b97\u3002\u4eca\u5929\u7684\u6587\u7ae0\u662f\u6b64\u7cfb\u5217\u7684\u6700\u540e\u4e00\u7bc7\uff0c\u63a2\u8ba8\u590d\u6742\u52a8\u529b\u5b66\u7684\u76f8\u5173\u6307\u6807\u5982\u4f55\u5e94\u7528\u4e8e\u590d\u6742\u7f51\u7edc\u3001\u751f\u7269\u7cfb\u7edf\u7b49\u4e00\u7cfb\u5217\u590d\u6742\u7cfb\u7edf\u4e2d\u3002<\/span><\/strong><\/section>\n

<\/span><\/strong><\/section>\n
\u672c\u5468\u4e94\u7684\u300c\u56e0\u679c\u6d8c\u73b0\u300d\u8bfb\u4e66\u4f1a\uff0c\u6211\u4eec\u9080\u8bf7\u5230\u6089\u5c3c\u5927\u5b66\u8ba1\u7b97\u673a\u79d1\u5b66\u5b66\u9662\u526f\u6559\u6388 Joseph Lizier \u8fdb\u884c\u4e3b\u9898\u5206\u4eab\uff0c\u63a2\u8ba8\u4fe1\u606f\u52a8\u529b\u5b66\u5982\u4f55\u5e2e\u6211\u4eec\u7406\u89e3\u5927\u8111\u8fd9\u4e2a\u590d\u6742\u7cfb\u7edf\u3002\u6d3b\u52a8\u8ba1\u5212\u4e8e\u5317\u4eac\u65f6\u95f4 5\u670817\u65e5\uff08\u672c\u5468\u4e94\uff09\u665a 18:00-20:00 \u7ebf\u4e0a\u516c\u5f00\u8fdb\u884c\uff0c\u6b22\u8fce\u611f\u5174\u8da3\u7684\u670b\u53cb\u53c2\u4e0e\uff01<\/span><\/strong><\/section>\n

<\/span><\/strong><\/section>\n
<\/mp-common-videosnap><\/section>\n
<\/span><\/strong><\/section>\n<\/section>\n
\n

<\/span><\/strong><\/span><\/strong><\/section>\n
\u7814\u7a76\u9886\u57df\uff1a\u590d\u6742\u7cfb\u7edf\uff0c\u4fe1\u606f\u52a8\u529b\u5b66\uff0c\u590d\u6742\u7f51\u7edc\uff0c\u4e34\u754c\u76f8\u53d8\uff0c\u6df7\u6c8c\u8fb9\u7f18<\/span><\/strong><\/span><\/strong><\/span><\/strong><\/section>\n<\/section>\n
\n
<\/strong><\/section>\n<\/section>\n
\n
<\/strong><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n
\n
\n
\n
<\/svg><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n
\n
<\/section>\n<\/section>\n
\n
 \u6768\u660e\u54f2<\/span><\/span> | \u4f5c\u8005<\/span><\/strong><\/section>\n
\u6881\u91d1<\/span> <\/span>| \u7f16\u8f91<\/span><\/strong><\/span><\/strong><\/span><\/section>\n

<\/span><\/strong><\/span><\/strong><\/section>\n

<\/span><\/strong><\/span><\/strong><\/section>\n

<\/section>\n
<\/section>\n
\n
\n
\n
\u8bba\u6587\u9898\u76ee\uff1aThe Local Information Dynamics of Distributed Computation in Complex Systems<\/span><\/section>\n
\u8bba\u6587\u5730\u5740\uff1a<\/span>https:\/\/link.springer.com\/book\/10.1007\/978-3-642-32952-4<\/span><\/section>\n<\/section>\n<\/section>\n<\/blockquote>\n<\/section>\n
\n
\n
\n


<\/p>\n

\n
\n
\n
\n
\n
\n
\n
\n
\u76ee\u5f55<\/strong><\/strong><\/section>\n
\n

1. \u7f51\u7edc\u548c\u76f8\u53d8<\/span><\/strong><\/p>\n

2. \u751f\u7269\u7cfb\u7edf\u4e2d\u7684\u4fe1\u606f\u8f6c\u79fb<\/span><\/strong><\/p>\n

3. \u603b\u7ed3<\/span><\/strong><\/p>\n

<\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n


<\/p>\n


<\/p>\n

\u5728\u524d\u4e24\u7bc7\u6587\u7ae0\u4e2d\uff0c\u6211\u4eec\u4ecb\u7ecd\u4e86\u4e3a\u4ec0\u4e48\u4fe1\u606f\u8bba\u65b9\u6cd5\u5728\u590d\u6742\u7cfb\u7edf\u7814\u7a76\u4e2d\u662f\u91cd\u8981\u7684\uff0c\u5e76\u4e14\u6211\u4eec\u5df2\u7ecf\u6709\u4e86\u4e00\u4e2a\u7814\u7a76\u6846\u67b6\uff0c\u53ef\u4ee5\u56ca\u62ec\u6240\u6709\u7684\u4fe1\u606f\u52a8\u529b\u5b66\uff0c\u5305\u62ec\u4fe1\u606f\u5b58\u50a8\u3001\u4fe1\u606f\u8f6c\u79fb\u548c\u4fe1\u606f\u4fee\u6b63\u3002\u5c24\u5176\u662f\u5728\u521d\u7b49\u5143\u80de\u81ea\u52a8\u673a\u8fd9\u6837\u4e00\u4e2a\u7ecf\u5178\u6848\u4f8b\u4e0a\uff0c\u53ef\u4ee5\u770b\u5230\u5404\u79cd\u4fe1\u606f\u8bba\u6307\u6807\u5982\u4f55\u63ed\u793a\u4fe1\u606f\u52a8\u529b\u5b66\u3002\u5143\u80de\u81ea\u52a8\u673a\u4e0a\u7684\u6591\u56fe\u662f\u4f53\u73b0\u4fe1\u606f\u52a8\u529b\u5b66\u7684\u91cd\u8981\u8f7d\u4f53\u3002\u9759\u6001\u7684\u7c92\u5b50<\/span>\uff08\u95ea\u70c1\u4f53\uff09<\/span>\u8fdb\u884c\u7740\u4fe1\u606f\u5b58\u50a8\uff0c\u52a8\u6001\u7684\u7c92\u5b50<\/span>\uff08\u6ed1\u884c\u4f53\uff09<\/span>\u8fdb\u884c\u7740\u4fe1\u606f\u8f6c\u79fb\uff0c\u800c\u7c92\u5b50\u7684\u78b0\u649e\u5219\u662f\u5728\u8fdb\u884c\u4fe1\u606f\u4fee\u6b63\u3002\u5982\u679c\u8bfb\u8005\u5bf9\u80cc\u540e\u66f4\u591a\u7684\u6570\u5b66\u7ec6\u8282\u611f\u5174\u8da3\uff0c\u53ef\u4ee5\u53c2\u8003\u7b2c\u4e8c\u7bc7\u6587\u7ae0\u300a\u4e09\u79cd\u4fe1\u606f\u52a8\u529b\u5b66\uff1a\u5982\u4f55\u8bc6\u522b\u5143\u80de\u81ea\u52a8\u673a\u4e2d\u7684\u6d8c\u73b0\uff1f<\/a>\u300b\u3002<\/span><\/section>\n

<\/span><\/section>\n
\u5728\u8fd9\u4e00\u7bc7\u6587\u7ae0\u91cc\uff0c\u6211\u4eec\u628a\u76ee\u5149\u4ece\u5143\u80de\u81ea\u52a8\u673a\u4e0a\u79fb\u5f00\uff0c\u53bb\u770b\u4e00\u770b\u5728\u66f4\u591a\u6837\u66f4\u590d\u6742\u7684\u7cfb\u7edf\u91cc\uff0c\u4fe1\u606f\u52a8\u529b\u5b66\u7684\u76f8\u5173\u6307\u6807\u662f\u5982\u4f55\u53d1\u6325\u4f5c\u7528\u7684\u3002<\/span><\/section>\n

<\/span><\/section>\n

<\/section>\n

\n
\n
\n
\n
\n

<\/section>\n

<\/section>\n
\n
<\/svg><\/section>\n<\/section>\n<\/section>\n
\n

1. \u7f51\u7edc\u548c\u76f8\u53d8<\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n

\n

<\/section>\n

<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n


<\/p>\n

\u628a\u6a21\u578b\u5efa\u6a21\u6210\u4e00\u4e2a\u7f51\u7edc\uff0c\u4e3b\u4f53\u770b\u505a\u8282\u70b9\uff0c\u5173\u7cfb\u770b\u4f5c\u8fde\u8fb9\uff0c\u8fd9\u662f\u6211\u4eec\u7814\u7a76\u590d\u6742\u7cfb\u7edf\u7684\u91cd\u8981\u624b\u6bb5\u3002\u8457\u540d\u590d\u6742\u79d1\u5b66\u5b66\u8005\u7c73\u6b47\u5c14\u66fe\u6307\u51fa\uff0c\u4e00\u4e2a\u91cd\u8981\u7684\u6311\u6218\u662f\u7406\u89e3\u7f51\u7edc\u4e0a\u4fe1\u606f\u4f20\u64ad\u7684\u673a\u5236\uff0c\u4ee5\u53ca\u8fd9\u4e9b\u7f51\u7edc\u662f\u5982\u4f55\u5904\u7406\u548c\u52a0\u5de5\u4fe1\u606f\u7684[1]\u3002\u57fa\u4e8e\u7c73\u6b47\u5c14\u7684\u8bc4\u8bba\uff0c\u4e5f\u662f\u533a\u522b\u4e8e\u4ee5\u5f80\u7684\u7814\u7a76\uff0c\u672c\u6587\u7740\u91cd\u4ee5\u4fe1\u606f\u5b58\u50a8\u3001\u8f6c\u79fb\u548c\u4fee\u6b63\u7684\u89c6\u89d2\uff0c\u5bf9\u7f51\u7edc\u4e0a\u7684\u4fe1\u606f\u52a8\u529b\u5b66\u5efa\u7acb\u4e00\u4e2a\u5b9a\u91cf\u5316\u7684\u7406\u89e3\u6846\u67b6\u3002<\/span><\/section>\n

<\/span><\/section>\n
\u63a5\u4e0b\u6765\u6211\u4eec\u7814\u7a76\u4e24\u4e2a\u91cd\u8981\u7684\u7f51\u7edc\u6a21\u578b\uff0c\u968f\u673a\u5e03\u5c14\u7f51\u7edc<\/span>\uff08random boolean network\uff0cRBN\uff09<\/span>\u548c\u7535\u529b\u7f51\u4e0a\u7684\u7ea7\u8054\u5931\u6548<\/span>\uff08cascading failures\uff09<\/span>\u3002\u8fd9\u4e24\u4e2a\u7f51\u7edc\u90fd\u4f1a\u7ecf\u5386\u4e00\u4e2a\u76f8\u53d8\u7684\u8fc7\u7a0b\u3002\u6240\u8c13\u76f8\u53d8\uff0c\u6307\u7684\u662f\u6574\u4e2a\u7cfb\u7edf\u7684\u72b6\u6001\u968f\u7740\u5173\u952e\u53c2\u6570\u7684\u53d8\u5316\u5728\u65e0\u5e8f\u548c\u6709\u5e8f\u4e4b\u95f4\u5207\u6362\u3002<\/strong>\u968f\u673a\u5e03\u5c14\u7f51\u7edc\u4e2d\u8fd9\u4e2a\u5173\u952e\u53c2\u6570\u662f\u5e73\u5747\u8fde\u63a5\u5f3a\u5ea6\uff0c\u800c\u5728\u7ea7\u8054\u5931\u6548\u4e2d\u662f\u7f51\u7edc\u7684\u5bb9\u9519\u7387\u3002\u76f8\u53d8\u548c\u4fe1\u606f\u52a8\u529b\u5b66\u7684\u8054\u7cfb\u6765\u81ea\u4e8e\u201c\u6df7\u6c8c\u8fb9\u7f18\u201d\u5047\u8bbe\uff1a\u4e00\u4e2a\u5904\u5728\u4e34\u754c\u76f8\u53d8\u72b6\u6001\u9644\u8fd1\u7684\u7cfb\u7edf\u4f1a\u5c55\u73b0\u51fa\u5b83\u6700\u5927\u7684\u8ba1\u7b97\u80fd\u529b<\/strong>[2]\u3002\u8981\u6ce8\u610f\uff0c\u4e0d\u53ea\u662f\u6df7\u6c8c\u8fb9\u7f18\u5904\u53d1\u751f\u8ba1\u7b97\uff0c\u5728\u7cfb\u7edf\u6240\u6709\u7684\u76f8\u4e0a\u90fd\u6709\u4e0d\u540c\u7a0b\u5ea6\u7684\u8ba1\u7b97\u53d1\u751f\uff0c\u8fd9\u4e00\u70b9\u4f1a\u5728\u540e\u7eed\u7684\u5b9e\u9a8c\u7ed3\u679c\u4e2d\u4f53\u73b0\u51fa\u6765\u3002<\/span><\/section>\n

<\/span><\/section>\n

\uff081\uff09\u968f\u673a\u5e03\u5c14\u7f51\u7edc<\/span><\/strong><\/h2>\n

<\/span><\/section>\n
\u4e00\u4e2a\u968f\u673a\u5e03\u5c14\u7f51\u7edc\u7531N\u4e2a\u8282\u70b9\u7ec4\u6210\uff0c\u6bcf\u4e2a\u8282\u70b9\u53d6\u4e00\u4e2a\u5e03\u5c14\u503c<\/span>\uff080\u6216\u80051\uff09<\/span>\uff0c\u8282\u70b9\u4e0e\u8282\u70b9\u4e4b\u95f4\u7684\u8fde\u63a5\u7ed3\u6784<\/span>\uff08\u90bb\u63a5\u77e9\u9635\uff09<\/span>\u662f\u88ab\u968f\u673a\u786e\u5b9a\u7684\u3002\u6211\u4eec\u53ef\u4ee5\u8ba9\u6bcf\u4e2a\u8282\u70b9\u7684\u5165\u5ea6\u6052\u5b9a\uff0c\u6216\u8005\u7ed9\u5b9a\u4e00\u4e2a\u5df2\u77e5\u5e73\u5747\u5165\u5ea6\u7684\u6cca\u677e\u5206\u5e03\u3002\u5728\u8282\u70b9\u66f4\u65b0\u4e0a\uff0c\u6bcf\u4e2a\u8282\u70b9\u6839\u636e\u90bb\u5c45\u7684\u72b6\u6001\uff0c\u901a\u8fc7\u4e00\u4e2a\u5e03\u5c14\u51fd\u6570\u8ba1\u7b97\u51fa\u4e0b\u4e00\u65f6\u523b\u7684\u503c\u3002\u5728\u7ecf\u5178\u7684\u968f\u673a\u5e03\u5c14\u7f51\u7edc\u4e2d\uff0c\u6240\u6709\u8282\u70b9\u662f\u540c\u65f6\u66f4\u65b0\u7684\u3002\u542c\u8d77\u6765\u662f\u4e0d\u662f\u548c\u5143\u80de\u81ea\u52a8\u673a\u5f88\u50cf\uff1f\u5176\u5b9e\u521d\u7b49\u5143\u80de\u81ea\u52a8\u673a\u5c31\u662f\u968f\u673a\u5e03\u5c14\u7f51\u7edc\u7684\u4e00\u4e2a\u5b50\u7c7b\u3002<\/span><\/section>\n

<\/span><\/section>\n
<\/section>\n

<\/section>\n
\u8282\u70b9\u7684\u6d3b\u8dc3\u5ea6\u53ef\u4ee5\u7528\u51fa\u73b0\u201c1\u201d\u7684\u6982\u7387\u5206\u5e03\u6765\u8861\u91cf\u3002\u5982\u679c\u6982\u7387\u63a5\u8fd10\u62161\uff0c\u8bf4\u660e\u6574\u4e2a\u7f51\u7edc\u975e\u5e38\u7a33\u5b9a\uff0c\u6d3b\u8dc3\u5ea6\u8f83\u4f4e\u3002\u5982\u679c\u6982\u7387\u63a5\u8fd10.5\uff0c\u5219\u6d3b\u8dc3\u5ea6\u8f83\u9ad8\u3002\u8fd9\u4e2a\u6027\u8d28\u548c\u76f8\u53d8\u6709\u5173\u3002\u6b63\u5982\u5176\u4ed6\u4f1a\u53d1\u751f\u4e34\u754c\u76f8\u53d8\u7684\u7cfb\u7edf\uff0c\u6211\u4eec\u4e5f\u53ef\u4ee5\u628a\u6574\u4e2a\u968f\u673a\u5e03\u5c14\u7f51\u7edc\u7684\u72b6\u6001\u5206\u4e3a\u6709\u5e8f\u76f8\u3001\u65e0\u5e8f\u76f8\u548c\u4e34\u754c\u533a\u57df\u3002\u5f53\u7f51\u7edc\u5e73\u5747\u5ea6\u6216\u8005\u8282\u70b9\u6d3b\u8dc3\u5ea6\u6bd4\u8f83\u4f4e\u65f6\uff0c\u7cfb\u7edf\u5904\u4e8e\u6709\u5e8f\u76f8\uff0c\u4f1a\u5728\u5b8f\u89c2\u72b6\u6001\u7a7a\u95f4\u4e2d\u975e\u5e38\u5f3a\u5730\u6536\u655b\u4e8e\u67d0\u4e00\u4e2a\u5b8f\u89c2\u6001\u4e0a\u3002\u800c\u5982\u679c\u5e73\u5747\u5ea6\u548c\u6d3b\u8dc3\u5ea6\u6bd4\u8f83\u9ad8\uff0c\u5219\u7cfb\u7edf\u5904\u4e8e\u6df7\u6c8c\u7684\u65e0\u5e8f\u76f8\u3002\u4e24\u4e2a\u76f8\u4e4b\u95f4\u6709\u4e00\u4e2a\u4e34\u754c\u533a\u57df\uff0c\u5728\u8fd9\u4e2a\u533a\u57df\u91cc\u7cfb\u7edf\u5904\u4e8e\u201c\u6df7\u6c8c\u7684\u8fb9\u7f18\u201d[2]\uff0c\u6709\u7740\u975e\u5e38\u9ad8\u7684\u5173\u8054\u957f\u5ea6\u3002\u63a5\u4e0b\u6765\u6211\u4eec\u6765\u770b\u770b\uff0c\u4e3a\u4ec0\u4e48\u8bf4\u5728\u201c\u6df7\u6c8c\u8fb9\u7f18\u201d\u5904\u7cfb\u7edf\u5c55\u73b0\u51fa\u6700\u5927\u8ba1\u7b97\u80fd\u529b\u3002<\/span><\/section>\n

<\/span><\/section>\n
\u4f20\u7edf\u5ea6\u91cf\u76f8\u53d8\u662f\u5426\u53d1\u751f\u7684\u65b9\u6cd5\u662f\u770b\u5b83\u5bf9\u521d\u59cb\u6761\u4ef6\u7684\u654f\u611f\u5ea6\uff0c\u6216\u8005\u67d0\u4e9b\u5f71\u54cd\u5728\u7f51\u7edc\u4e0a\u4f20\u64ad\u7684\u7a0b\u5ea6\u3002\u8fd9\u7bc7\u6587\u7ae0\u4e2d\uff0c\u6211\u4eec\u7528\u4fe1\u606f\u52a8\u529b\u5b66\u7684\u6307\u6807\u6765\u8ba1\u7b97\u7cfb\u7edf\u5982\u4f55\u968f\u7740\u5e73\u5747\u5ea6\u53d8\u5316\u800c\u53d8\u5316\u3002\u5728\u4e0a\u4e00\u7bc7\u6587\u7ae0\u91cc\uff0c\u6211\u4eec\u5df2\u7ecf\u4ecb\u7ecd\u4e86\u6d3b\u8dc3\u4fe1\u606f\u5b58\u50a8<\/span>\uff08active information storage\uff09<\/span>\u3001\u71b5\u7387<\/span>\uff08entropy rate\uff09<\/span>\u3001\u8f6c\u79fb\u71b5<\/span>\uff08\u5206\u4e3a\u8868\u9762\u8f6c\u79fb\u71b5 apparent transfer entropy \u548c\u5b8c\u5168\u8f6c\u79fb\u71b5 complete transfer entropy\uff09<\/span>\u3002\u5728\u4e0b\u56fe\u7684\u5b9e\u9a8c\u4e2d\uff0c\u8ba1\u7b97\u7684\u662f\u5bf9\u6bcf\u4e2a\u8282\u70b9\u7684\u5e73\u5747\u503c<\/span>\uff08\u603b\u5171250\u4e2a\u8282\u70b9\uff09<\/span>\uff0c\u8003\u8651\u5230\u7684\u5386\u53f2\u957f\u5ea6\u4e3a k=14\u3002<\/span><\/section>\n

<\/span><\/section>\n
<\/section>\n

<\/section>\n
\u56fe\u4e2d\u7684\u7ed3\u679c\u544a\u8bc9\u6211\u4eec\uff0c\u6709\u5e8f\u76f8\u4e2d\u5360\u4e3b\u5bfc\u5730\u4f4d\u7684\u662f\u4fe1\u606f\u5b58\u50a8<\/strong>\uff0c\u5373\u4e00\u4e2a\u8282\u70b9\u81ea\u8eab\u7684\u5386\u53f2\u4e3b\u8981\u51b3\u5b9a\u4e86\u5b83\u81ea\u5df1\u7684\u672a\u6765\u3002\u800c\u5728\u6df7\u6c8c\u7684\u65e0\u5e8f\u76f8\u4e2d\uff0c\u5360\u636e\u4e3b\u5bfc\u5730\u4f4d\u7684\u662f\u4fe1\u606f\u8f6c\u79fb<\/strong>\uff0c\u4e5f\u5c31\u662f\u7531\u90bb\u5c45\u8f6c\u9012\u8fc7\u6765\u5e76\u4e0d\u5728\u8282\u70b9\u5386\u53f2\u91cc\u7684\u4fe1\u606f\u3002\u5728\u76f8\u53d8\u533a\u57df\uff0c\u4e24\u8005\u5219\u8fbe\u5230\u4e86\u67d0\u79cd\u5e73\u8861\u3002\u8981\u6ce8\u610f\u7684\u662f\uff0c\u71b5\u7387\u4e5f\u662f\u4e00\u79cd\u7279\u6b8a\u7684\u8f6c\u79fb\u71b5\uff0c\u5728\u786e\u5b9a\u7684\u7cfb\u7edf\u4e2d\u7b49\u4e8e\u6574\u4f53\u7684\u4fe1\u606f\u8f6c\u79fb\u3002\u53e6\u5916\uff0c\u8868\u9762\u8f6c\u79fb\u71b5\u5728\u8fdb\u5165\u65e0\u5e8f\u76f8\u540e\u5f00\u59cb\u4e0b\u964d\uff0c\u800c\u5b8c\u5168\u8f6c\u79fb\u71b5\u4e00\u76f4\u5728\u4e0a\u5347\uff0c\u8bf4\u660e\u5728\u6df7\u6c8c\u7684\u7cfb\u7edf\u4e2d\uff0c\u6211\u4eec\u5fc5\u987b\u628a\u6240\u6709\u7684\u4fe1\u606f\u6e90\u90fd\u8003\u8651\u8fdb\u6765\uff0c\u624d\u80fd\u6b63\u786e\u8bc6\u522b\u67d0\u4e00\u4e2a\u4fe1\u606f\u6e90\u5bf9\u76ee\u6807\u4ea7\u751f\u7684\u5f71\u54cd\u3002<\/span><\/section>\n

<\/span><\/section>\n
\u6211\u4eec\u8fdb\u4e00\u6b65\u628a\u6d3b\u8dc3\u4fe1\u606f\u5b58\u50a8\u548c\u8868\u9762\u8f6c\u79fb\u71b5\u7684\u5cf0\u503c\u653e\u5728\u540c\u4e00\u5f20\u56fe\u91cc\u6bd4\u8f83\u3002\u5176\u4e2d\u6d3b\u8dc3\u4fe1\u606f\u5b58\u50a8\u5cf0\u503c\u7684\u51fa\u73b0\u66f4\u7a0d\u5fae\u503e\u5411\u4e8e\u6709\u5e8f\u76f8\uff0c\u800c\u4fe1\u606f\u8f6c\u79fb\u66f4\u503e\u5411\u4e8e\u65e0\u5e8f\u76f8\u3002\u4e0b\u56fe\u4e2d\uff0c\u03b4<\/span>\u662f\u4e00\u4e2a\u5ea6\u91cf\u7cfb\u7edf\u4ece\u76f8\u4f3c\u7684\u521d\u59cb\u6001\u51fa\u53d1\uff0c\u6700\u7ec8\u6536\u655b\u6216\u53d1\u6563\u7684\u7a0b\u5ea6\uff0c\u03b4<\/span>\u8d8a\u9ad8\u7cfb\u7edf\u8d8a\u503e\u5411\u4e8e\u53d1\u6563\u3002\u5f53\u7cfb\u7edf\u53d1\u751f\u76f8\u53d8\u65f6\uff0c\u4e00\u70b9\u5fae\u6270\u5c31\u4f1a\u8ba9\u7cfb\u7edf\u53d1\u751f\u5de8\u5927\u7684\u6539\u53d8\uff0c\u6240\u4ee5\u03b4<\/span>\u5cf0\u503c\u7684\u51fa\u73b0\u6807\u5fd7\u7740\u4e34\u754c\u76f8\u53d8\u7684\u53d1\u751f\u3002\u5b83\u6070\u597d\u51fa\u73b0\u5728\u4fe1\u606f\u5b58\u50a8\u4e0e\u4fe1\u606f\u8f6c\u79fb\u76f8\u7b49\u7684\u65f6\u5019\uff0c\u8fdb\u4e00\u6b65\u4f50\u8bc1\u4e86\u524d\u6587\u4e2d\u6240\u8bf4\u7684\u7ed3\u8bba\u3002<\/span><\/section>\n

<\/span><\/section>\n
<\/section>\n

<\/section>\n
\u63a5\u4e0b\u6765\u770b\u7cfb\u7edf\u4e2d\u4fe1\u606f\u4fee\u6b63\u7684\u8fc7\u7a0b\u3002\u5bf9\u8fd9\u4e00\u8fc7\u7a0b\u7684\u4e00\u4e2a\u4e3b\u8981\u5ea6\u91cf\u6307\u6807\u662f\u53ef\u5206\u79bb\u4fe1\u606fS<\/span>\uff08separable information\uff09<\/span>\u3002\u8be5\u6307\u6807\u5927\u4e8e0\u7684\u90e8\u5206\u8868\u793a\u7684\u662f\u5e73\u51e1\u7684\u4fe1\u606f\u4fee\u6b63\uff0c\u800c\u5c0f\u4e8e0\u7684\u90e8\u5206\u5219\u662f\u975e\u5e73\u51e1\u7684\uff0c\u5bf9\u5e94\u5143\u80de\u81ea\u52a8\u673a\u91cc\u52a8\u6001\u6591\u56fe\u7684\u79fb\u52a8\u548c\u78b0\u649e\u3002S\u5728\u76f8\u53d8\u533a\u57df\u8fbe\u5230\u5cf0\u503c\uff0c\u4fbf\u662f\u56e0\u4e3a\u5f00\u59cb\u6709\u8d8a\u6765\u8d8a\u591a\u7684\u975e\u5e73\u51e1\u7684\u4fe1\u606f\u4fee\u6b63\u3002<\/span><\/section>\n

<\/span><\/section>\n
<\/section>\n

<\/section>\n
\u6700\u540e\u9700\u8981\u6307\u51fa\u7684\u662f\uff0c\u6240\u6709\u4fe1\u606f\u52a8\u529b\u5b66\u6307\u6807\u7684\u6807\u51c6\u5dee\u5728\u76f8\u53d8\u533a\u57df\u8fbe\u5230\u6700\u5927\uff0c\u8bf4\u660e\u968f\u673a\u5e03\u5c14\u7f51\u7edc\u5728\u76f8\u53d8\u65f6\u4fe1\u606f\u52a8\u529b\u5b66\u7684\u591a\u6837\u6027\u8fbe\u5230\u4e86\u6700\u5927[3]\u3002\u53ef\u60dc\u53c2\u8003\u6587\u732e\u4e2d\u7684\u56fe\u7247\u4e0d\u591f\u6e05\u6670\uff0c\u8fd9\u91cc\u6ca1\u6709\u5c55\u793a\uff0c\u8bfb\u8005\u53ef\u81ea\u884c\u67e5\u9605\u53c2\u8003\u6587\u732e[3]\u3002<\/span><\/section>\n

<\/span><\/section>\n

\uff082\uff09\u7535\u529b\u7f51\u4e0a\u7684\u7ea7\u8054\u5931\u6548<\/span><\/strong><\/span><\/h2>\n

<\/span><\/section>\n
\u73b0\u4ee3\u80fd\u6e90\u3001\u901a\u4fe1\u3001\u4ea4\u901a\u548c\u91d1\u878d\u7f51\u7edc\u90fd\u9762\u4e34\u7740\u7ea7\u8054\u6545\u969c\u4e8b\u4ef6\u7684\u98ce\u9669\u3002\u7ea7\u8054\u6545\u969c\u662f\u6307\u5c40\u90e8\u6545\u969c\u89e6\u53d1\u96ea\u5d29\u673a\u5236\uff0c\u4ece\u800c\u5bf9\u6574\u4e2a\u7f51\u7edc\u4ea7\u751f\u5de8\u5927\u5f71\u54cd\u3002\u6211\u4eec\u7684\u7814\u7a76\u91cd\u70b9\u662f\u80fd\u6e90\u7f51\u7edc\uff0c\u5c24\u5176\u662f\u7535\u529b\u7f51\u7edc\u3002\u5728\u8fd9\u4e9b\u7f51\u7edc\u4e2d\uff0c\u4f7f\u7528\u7684\u589e\u957f\u901f\u5ea6\u8d85\u8fc7\u4e86\u57fa\u7840\u8bbe\u65bd\u7684\u6295\u8d44<\/span>\uff08\u5176\u4e2d\u5927\u90e8\u5206\u5df2\u7ecf\u63a5\u8fd1\u5176\u4f7f\u7528\u5bff\u547d\u7684\u5c3d\u5934\uff09<\/span>\uff0c\u5bfc\u81f4\u7535\u7f51\u8d1f\u8f7d\u53d8\u5f97\u6781\u4e3a\u5173\u952e\u3002\u56e0\u6b64\uff0c\u5c0f\u7684\u6545\u969c\u53ef\u80fd\u5bfc\u81f4\u7ea7\u8054\u7684\u707e\u96be\u6027\u505c\u7535\uff0c\u800c\u4e14\u8fd9\u7c7b\u6545\u969c\u53d1\u751f\u7684\u9891\u7387\u8d8a\u6765\u8d8a\u9ad8\uff0c\u5f71\u54cd\u4e5f\u8d8a\u6765\u8d8a\u4e25\u91cd\u3002\u8fd9\u4e9b\u6545\u969c\u53ef\u4ee5\u4e2d\u65ad\u91cd\u8981\u670d\u52a1\uff0c\u5e76\u9020\u6210\u6570\u767e\u4e07\u7f8e\u5143\u7684\u635f\u5931\u3002\u5982\u679c\u80fd\u7406\u89e3\u5176\u80cc\u540e\u7684\u673a\u7406\uff0c\u6211\u4eec\u53ef\u4ee5\u91c7\u53d6\u63aa\u65bd\u907f\u514d\u5b83\u4eec\u7684\u53d1\u751f\u3002<\/span><\/section>\n

<\/span><\/section>\n
\u6211\u4eec\u4f9d\u7136\u53ef\u4ee5\u4f7f\u7528\u7f51\u7edc\u6765\u5efa\u6a21\u7ea7\u8054\u5931\u6548\uff0c\u5176\u4e2d\u6bcf\u6761\u8fb9\u9700\u8981\u8bbe\u5b9a\u4e00\u4e2a\u6548\u7387\u503c<\/strong><\/span>\uff08efficiency\uff09<\/span>eij<\/sub>(n)\uff0c\u662f\u8be5\u6761\u8fb9\u6743\u91cd\u7684\u5012\u6570\uff0c\u5728\u521d\u59cb\u65f6\u523b\u521d\u59cb\u5316\u4e3a1<\/span>\uff08\u5982\u679c\u8fb9\u4e0d\u5b58\u5728\u5219\u8bbe\u4e3a0\uff09<\/span>\u3002\u968f\u7740\u65f6\u95f4\uff0c\u6bcf\u6761\u8fb9\u7684\u6548\u7387\u90fd\u53ef\u4ee5\u66f4\u65b0\u3002\u7531\u6b64\u6211\u4eec\u53ef\u4ee5\u8fdb\u4e00\u6b65\u5b9a\u4e49\u6700\u9ad8\u6548\u7387\u8def\u5f84\u7684\u6548\u7387\u503c\u03b5<\/span>ij<\/sub>(n)\u662f\u4ecei\u8282\u70b9\u5230j\u8282\u70b9\u7684\u6700\u77ed\u8def\u5f84\u52a0\u6743\u957f\u5ea6\u7684\u5012\u6570\u3002\u53e6\u5916\u8bbe\u5b9a\u6bcf\u4e2a\u8282\u70b9\u6709\u8d1f\u8f7d<\/strong><\/span>\uff08load\uff09<\/span>Li<\/sub>(n)\u662f\u7ecf\u8fc7\u8be5\u8282\u70b9\u7684\u6700\u9ad8\u6548\u7387\u8def\u5f84\u7684\u6570\u91cf<\/span>\uff08\u548c\u4ecb\u6570\u4e2d\u5fc3\u6027\uff08betweenness centrality\uff09\u7684\u6982\u5ff5\u662f\u7b49\u4ef7\u7684\uff09<\/span>\u3002\u6bcf\u4e2a\u8282\u70b9\u8fd8\u6709\u53e6\u4e00\u4e2a\u5c5e\u6027\u5bb9\u91cf<\/strong><\/span>\uff08capacity\uff09<\/span>Ci<\/sub>=\u03b1<\/span> Li<\/sub>(0) \uff0c\u8868\u793a\u7684\u662f\u8282\u70b9\u5728\u4e0d\u5d29\u574f\u7684\u60c5\u51b5\u53ef\u4ee5\u63a5\u7eb3\u7684\u6700\u5927\u8d1f\u8f7d\u3002\u4e00\u822c\u5982\u4e0a\u5f0f\u6240\u793a\uff0c\u6211\u4eec\u7528\u521d\u59cb\u65f6\u523b\u6bcf\u4e2a\u8282\u70b9\u7684\u8d1f\u8f7d\u6765\u51b3\u5b9a\u5b83\u4eec\u7684\u5bb9\u91cf\uff0c\u5176\u4e2d\u03b1<\/span>\u22651\u662f\u4e2a\u7ed9\u5b9a\u7684\u53c2\u6570\u3002<\/span><\/section>\n

<\/span><\/section>\n
\u7ea7\u8054\u5931\u6548\u662f\u5982\u4f55\u53d1\u751f\u7684\u5462\uff1f\u5f53\u5916\u6765\u7684\u653b\u51fb\u4f7f\u5f97\u67d0\u4e2a\u8282\u70b9\u7684\u8d1f\u8f7d\u8d85\u51fa\u5176\u5bb9\u91cf\u65f6\uff0c\u4e0e\u5b83\u76f8\u8fde\u7684\u8fde\u8fb9\u6548\u7387\u4f1a\u968f\u4e4b\u66f4\u65b0<\/span>\uff08\u76f8\u5173\u6570\u5b66\u7ec6\u8282\u53ef\u53c2\u770b\u539f\u6587\uff09<\/span>\uff0c\u4e8e\u662f\u5176\u4ed6\u8282\u70b9\u4e4b\u95f4\u7684\u6700\u9ad8\u6548\u8def\u5f84\u4f1a\u53d1\u751f\u53d8\u5316\uff0c\u8fdb\u4e00\u6b65\u5bfc\u81f4\u5176\u4ed6\u8282\u70b9\u8d1f\u8f7d\u53d1\u751f\u53d8\u5316\uff0c\u4e8e\u662f\u4f1a\u6709\u66f4\u591a\u7684\u8282\u70b9\u8fc7\u8f7d\u3002\u53ef\u4ee5\u60f3\u89c1\uff0c\u03b1<\/span>\u8d8a\u5927\uff0c\u7f51\u7edc\u8d8a\u4e0d\u5bb9\u6613\u53d1\u751f\u7ea7\u8054\u5931\u6548\uff0c\u800c\u5f53\u03b1<\/span>\u8d8a\u5c0f\uff0c\u751a\u81f3\u63a5\u8fd1\u4e8e1\u65f6\uff0c\u4e00\u70b9\u70b9\u5fae\u6270\u5c31\u4f1a\u5f15\u53d1\u7ea7\u8054\u5931\u6548\u3002\u5b83\u7c7b\u4f3c\u4e8e\u524d\u6587\u968f\u673a\u5e03\u5c14\u7f51\u7edc\u4e2d\u7684\u5e73\u5747\u8fde\u63a5\u5f3a\u5ea6\uff0c\u8f83\u5927\u65f6\u6574\u4e2a\u7cfb\u7edf\u5904\u4e8e\u6709\u5e8f\u76f8\uff0c\u8f83\u5c0f\u65f6\u5219\u8ba9\u7cfb\u7edf\u5904\u4e8e\u65e0\u5e8f\u76f8\uff0c\u4e2d\u95f4\u4f1a\u6709\u76f8\u53d8\u7684\u9636\u6bb5\u3002<\/span><\/section>\n

<\/span><\/section>\n
\u4e0b\u56fe\u5c55\u793a\u4e86\u5b9e\u9a8c\u7ed3\u679c\uff0c\u7f51\u7edc\u8bbe\u5b9a\u53d6\u81ea\u771f\u5b9e\u7684\u6570\u636e\uff0c\u5171\u67094941\u4e2a\u8282\u70b9\uff0c\u6bcf\u6b21\u6270\u52a8\u662f\u968f\u673a\u53bb\u9664149\u4e2a\u8282\u70b9\u3002\u5728\u7f51\u7edc\u8fbe\u5230\u7a33\u5b9a\u540e\uff0c\u6d4b\u91cf\u5176\u5e73\u5747\u6548\u7387\u503c\uff08<E>\uff09\u3001\u5e73\u5747\u8868\u9762\u8f6c\u79fb\u71b5\uff08T\uff09\u548c\u5e73\u5747\u6d3b\u8dc3\u4fe1\u606f\u5b58\u50a8\uff08A\uff09\u3002\u56fe\u4e2d\u53ef\u4ee5\u770b\u5230\uff0c\u5728\u6709\u5e8f\u76f8\u7684\u65f6\u5019\uff0c\u4fe1\u606f\u5b58\u50a8\u662f\u5360\u636e\u4e3b\u5bfc\u5730\u4f4d\u7684\uff0c\u8fd9\u548c\u4e4b\u524d\u7684\u7ed3\u8bba\u4e00\u81f4\u3002\u968f\u7740\u03b1\u964d\u4f4e\uff0c\u4e2d\u95f4\u6709\u4e00\u4e2a\u76f8\u53d8\u533a\u57df\uff0c\u6b64\u65f6\u4e24\u7c7b\u6307\u6807\u8fbe\u5230\u9876\u5cf0\u3002\u8fdb\u4e00\u6b65\u5230\u65e0\u5e8f\u76f8\u65f6\uff0c\u4ed6\u4eec\u53c8\u5f00\u59cb\u5fae\u5fae\u4e0b\u964d\u3002\u4f5c\u8005\u8ba4\u4e3a\u8fd9\u4e5f\u4f53\u73b0\u51fa\u6df7\u6c8c\u8fb9\u7f18\u5904\u8ba1\u7b97\u80fd\u529b\u6700\u5927\u5316\u7684\u5047\u8bf4\u3002<\/span><\/section>\n

<\/section>\n
\u6709\u610f\u601d\u7684\u662f\uff0c\u968f\u7740\u03b1<\/span>\u964d\u4f4e\uff0c\u4fe1\u606f\u52a8\u529b\u5b66\u6307\u6807\u5148\u6709\u4e00\u4e2a\u6025\u5267\u5730\u4e0a\u5347<\/span>\uff08\u5305\u62ecT\u548cA\uff09<\/span>\uff0c\u7136\u540e\u5e73\u5747\u6548\u7387\u503c\u518d\u5f00\u59cb\u663e\u8457\u4e0b\u964d\u3002\u4e0d\u8fc7\u8fd9\u4e0d\u610f\u5473\u7740\u6211\u4eec\u53ef\u4ee5\u628a\u5b83\u5f53\u4f5c\u7ea7\u8054\u5931\u6548\u53d1\u751f\u7684\u65e9\u671f\u6307\u6807\uff08\u8fd9\u4e0d\u662f\u65f6\u95f4\u4e0a\u7684\u5148\u540e\u987a\u5e8f\uff09\uff0c\u800c\u662f\u610f\u5473\u7740\u6211\u4eec\u53ef\u4ee5\u501f\u6b64\u6765\u68c0\u6d4b\u7f51\u7edc\u662f\u5426\u5904\u4e8e\u4e34\u754c\u8d1f\u8f7d\u72b6\u6001\uff08\u4e0d\u80fd\u518d\u524a\u5f31\u6bcf\u4e2a\u8282\u70b9\u7684\u5bb9\u91cf\u4e86\uff01\uff09\u3002<\/strong><\/span><\/section>\n

<\/strong><\/span><\/section>\n
\u9664\u6b64\u4ee5\u5916\uff0c\u4f5c\u8005\u4e5f\u7ed8\u5236\u4e86\u7d2f\u79ef\u7684<\/span>\uff08\u9664\u4e86\u8282\u70b9\uff0c\u4e5f\u5305\u62ec\u5bf9\u65f6\u95f4\u7684\u7d2f\u79ef\uff09<\/span>\u5c40\u90e8\u4fe1\u606f\u8f6c\u79fb\u548c\u4fe1\u606f\u5b58\u50a8<\/span>\uff08\u4e24\u5f20\u56fe\u7684\u7eb5\u8f74\u90fd\u7528\u4e86\u03b1<\/span>=1\u65f6\u7684\u6570\u503c\u8fdb\u884c\u4e86\u6807\u51c6\u5316\u5904\u7406\uff09<\/span>\u3002\u548c\u524d\u9762\u4e0d\u540c\uff0c\u603b\u4fe1\u606f\u91cf\u4f1a\u5728\u6709\u5e8f\u76f8\u5230\u65e0\u5e8f\u76f8\u7684\u8fc7\u7a0b\u4e2d\u4e00\u76f4\u589e\u52a0\uff0c\u8fd9\u4ec5\u4ec5\u662f\u56e0\u4e3a\u7ea7\u8054\u5931\u6548\u8fc7\u7a0b\u4e2d\u7ea7\u8054\u7684\u957f\u5ea6\u66f4\u957f\u3002<\/span><\/section>\n

<\/span><\/section>\n
<\/section>\n

<\/span><\/section>\n
\u53e6\u5916\uff0c\u65e2\u7136\u8fd9\u662f\u5728\u7f51\u7edc\u4e0a\u8fdb\u884c\u7684\u5efa\u6a21\uff0c\u90a3\u4fe1\u606f\u52a8\u529b\u5b66\u6307\u6807\u548c\u7f51\u7edc\u62d3\u6251\u7ed3\u6784\u4f1a\u4e0d\u4f1a\u6709\u4ec0\u4e48\u5173\u8054\u5462\uff1f\u4e0b\u56fe\u5c55\u793a\u4e86\u5e73\u5747\u4fe1\u606f\u8f6c\u79fb\u548c\u8282\u70b9\u5ea6\u7684\u5f3a\u76f8\u5173\u6027\u3002\u5176\u4e2d\u5ea6\u4e3a1\u65f6\u4fe1\u606f\u8f6c\u79fb\u4e00\u5b9a\u4e3a0\uff0c\u56e0\u4e3a\u5b83\u4eec\u6ca1\u6709\u4ecb\u6570\u4e2d\u5fc3\u6027<\/span>\uff08\u9664\u4e86\u5b83\u4eec\u81ea\u5df1\u4f5c\u4e3a\u8d77\u70b9\u6216\u7ec8\u70b9\uff09<\/span>\uff0c\u6240\u4ee5\u5b83\u4eec\u7684\u8d1f\u8f7d\u4e0d\u4f1a\u53d8\u7684\uff0c\u4e5f\u5c31\u6ca1\u6709\u4fe1\u606f\u8f6c\u79fb\u6216\u5b58\u50a8\u7684\u80fd\u529b\u3002\u5f53\u4e00\u4e2a\u8282\u70b9\u6709\u8d8a\u6765\u8d8a\u591a\u7684\u90bb\u5c45\uff0c\u5b83\u5c31\u6709\u4e86\u66f4\u591a\u4fe1\u606f\u6e90\u4ee5\u53ca\u53d8\u5316\u7684\u591a\u6837\u6027\u3002\u540c\u65f6\uff0c\u5bf9\u4e8e\u7ecf\u8fc7\u8be5\u8282\u70b9\u7684\u8def\u5f84\u6765\u8bf4\uff0c\u66f4\u6709\u53ef\u80fd\u4f20\u9012\u8ba9\u63a5\u53d7\u4fe1\u606f\u7684\u8282\u70b9\u66f4\u201c\u60ca\u5947\u201d\u7684\u4fe1\u606f\u3002\u8fd9\u90fd\u89e3\u91ca\u4e86\u4e3a\u4ec0\u4e48\u5927\u5ea6\u8282\u70b9\u7684\u51fa\u73b0\u53ef\u4ee5\u589e\u5f3a\u4e00\u4e2a\u7f51\u7edc\u7684\u4fe1\u606f\u4ea4\u6362\u3002\u4e8b\u5b9e\u4e0a\uff0c\u5927\u5ea6\u8282\u70b9\u8fde\u63a5\u7684\u8fb9\u5e73\u5747<\/strong>\u6bd4\u5c0f\u5ea6\u8282\u70b9\u7684\u8fde\u8fb9\u80fd\u4f20\u9012\u66f4\u591a\u4fe1\u606f\u3002\u8fd9\u4e5f\u5370\u8bc1\u4e86\u65e0\u6807\u5ea6\u7f51\u7edc\u4f1a\u6bd4\u968f\u673a\u7f51\u7edc\u201c\u66f4\u597d\u201d\u5730\u4f20\u64ad\u4fe1\u606f[4]\u3002<\/span><\/section>\n

<\/span><\/section>\n
<\/section>\n

<\/span><\/section>\n
\u524d\u9762\u6211\u4eec\u8ba8\u8bba\u7684\u90fd\u662f\u7ea7\u8054\u5931\u6548\u53d1\u751f\u540e\uff0c\u5904\u4e8e\u7a33\u5b9a\u72b6\u6001\u7684\u7f51\u7edc\u3002\u63a5\u4e0b\u6765\u6211\u4eec\u6765\u770b\u7ea7\u8054\u5931\u6548\u5728\u65f6\u95f4\u4e0a\u5c55\u5f00\u540e\uff0c\u5177\u4f53\u4f1a\u53d1\u751f\u4ec0\u4e48\u73b0\u8c61\u3002\u56fe\u4e2d\u7ed8\u5236\u4e86\u03b1<\/span>=1.05\u7684\u6761\u4ef6\u4e0b\uff0c\u8f6c\u79fb\u71b5\u548c\u6548\u7387\u503c\u968f\u65f6\u95f4\u7684\u53d8\u5316\uff0c\u03b1<\/span>\u53d6\u5176\u4ed6\u503c\u65f6\u53d8\u5316\u8d8b\u52bf\u4e5f\u662f\u7c7b\u4f3c\u7684\u3002\u8f6c\u79fb\u71b5\u7684\u5cf0\u503c\u51fa\u73b0\u5728\u521d\u59cb\u6545\u969c\u53d1\u751f\u540e\u7684\u5927\u7ea612\u4e2a\u65f6\u95f4\u6b65\uff0c\u867d\u7136\u51fa\u73b0\u7684\u8f83\u665a\uff0c\u4f46\u5b83\u53ef\u4ee5\u5728\u7a7a\u95f4\u4e0a\u6307\u660e\u7ea7\u8054\u5931\u6548\u53d1\u751f\u7684\u65b9\u5411\u3002\u8f6c\u79fb\u71b5\u7684\u6025\u5267\u4e0a\u5347\u548c\u8282\u70b9\u7684\u8d1f\u8f7d\u60c5\u51b5\u5e76\u6ca1\u6709\u660e\u663e\u7684\u5173\u7cfb\uff0c\u8bf4\u660e\u8fd9\u662f\u4e00\u79cd\u81ea\u7ec4\u7ec7\u6d8c\u73b0\u73b0\u8c61\u3002\u5b83\u662f\u5728\u5b8f\u89c2<\/strong>\u5c42\u6b21\u4e0a\u5411\u6211\u4eec\u63ed\u793a\u7ea7\u8054\u5931\u6548\u53d1\u751f\u7684\u89c4\u5f8b\u3002<\/span><\/section>\n

<\/span><\/section>\n
<\/section>\n

<\/section>\n
\u603b\u7684\u6765\u770b\uff0c\u4fe1\u606f\u5b58\u50a8\u548c\u4fe1\u606f\u8f6c\u79fb\u5206\u522b\u5728\u6709\u5e8f\u76f8\u548c\u65e0\u5e8f\u76f8\u4e2d\u5360\u636e\u4e3b\u5bfc\u5730\u4f4d\uff0c\u800c\u5728\u76f8\u53d8\u53d1\u751f\u65f6\u5219\u8fbe\u5230\u5e73\u8861\u3002\u5b83\u4eec\u53ef\u4ee5\u7528\u6765\u8bc6\u522b\u7f51\u7edc\u4e0a\u7684\u76f8\u53d8\uff0c\u751a\u81f3\u53ef\u4ee5\u4f5c\u4e3a\u67d0\u79cd\u6307\u6807\u8ba9\u6211\u4eec\u80fd\u591f\u9884\u6d4b\u76f8\u53d8\u53d1\u751f\u7684\u60c5\u51b5<\/span>\uff08\u7ea7\u8054\u5931\u6548\u7684\u65b9\u5411\uff09<\/span>\u3002\u5b83\u4eec\u548c\u7f51\u7edc\u7684\u62d3\u6251\u7ed3\u6784\u4e5f\u6709\u5f88\u5f3a\u7684\u5173\u7cfb<\/span>\uff08\u968f\u673a\u5e03\u5c14\u7f51\u7edc\u4e2d\u7684\u5e73\u5747\u8fde\u63a5\u5f3a\u5ea6\uff0c\u7ea7\u8054\u5931\u6548\u4e2d\u7684\u8282\u70b9\u5ea6\uff09<\/span>\u3002\u8fd9\u4e9b\u53d1\u73b0\u4e0d\u6b62\u5e94\u7528\u5728\u7f51\u7edc\u4e0a\uff0c\u4e5f\u53ef\u4ee5\u8fc1\u79fb\u5230\u5176\u5b83\u4f1a\u53d1\u751f\u76f8\u53d8\u7684\u7cfb\u7edf\u4e0a[2,5]\u3002\u5728\u5b9e\u9645\u5e94\u7528\u4e0a\uff0c\u5b83\u4eec\u53ef\u4ee5\u5e94\u7528\u5728\u751f\u7269\u7f51\u7edc[6]\u4e0a\uff0c\u7535\u529b\u7f51\u4e0a[7]\u4ee5\u53ca\u91d1\u878d\u5e02\u573a\u4e2d\u7684\u7ea7\u8054\u5931\u6548\u6548\u5e94[8]\u3002<\/span><\/section>\n

<\/section>\n

<\/span><\/section>\n

\n
\n
\n
\n
\n

<\/section>\n

<\/section>\n
\n
<\/svg><\/section>\n<\/section>\n<\/section>\n
\n

2. \u751f\u7269\u7cfb\u7edf\u4e2d\u7684\u4fe1\u606f\u8f6c\u79fb<\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n

\n

<\/section>\n

<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n


<\/p>\n

\u5728\u524d\u6587\u4e2d<\/span>\uff08\u5305\u62ec\u4e4b\u524d\u7684\u4e24\u7bc7\u63a8\u6587\uff09<\/span>\uff0c\u6211\u4eec\u5df2\u7ecf\u5448\u73b0\u51fa\u6574\u4e2a\u4fe1\u606f\u52a8\u529b\u5b66\u7684\u6846\u67b6\uff0c\u5e76\u5728\u4e00\u4e9b\u4f8b\u5b50\u4e0a\u8fdb\u884c\u4e86\u5e94\u7528<\/span>\uff08\u5143\u80de\u81ea\u52a8\u673a\u3001RBN\u3001\u7ea7\u8054\u5931\u6548\u7b49\uff09<\/span>\u3002\u63a5\u4e0b\u6765\u6211\u4eec\u8981\u7ed9\u5927\u5bb6\u770b\u7684\u662f\uff0c\u8fd9\u4e9b\u7406\u8bba\u5982\u4f55\u5e2e\u52a9\u6211\u4eec\u66f4\u597d\u5730\u7406\u89e3\u4e00\u4e9b\u6709\u8da3\u7684\u751f\u7269\u7cfb\u7edf\u3002<\/span><\/section>\n

<\/span><\/section>\n

\uff081\uff09\u7761\u7720\u547c\u5438\u6682\u505c\u4e2d\u5fc3\u7387\u548c\u547c\u5438\u901f\u7387\u7684\u4ea4\u4e92<\/span><\/strong><\/span><\/h2>\n

<\/span><\/section>\n
\u7761\u7720\u547c\u5438\u6682<\/span>\u505c<\/span>\uff08sleep apnea\uff09<\/span>\u662f\u7761\u7720\u8fc7\u7a0b\u4e2d\u65e0\u89c4\u5f8b\u5730\u547c\u5438\u7a81\u7136\u6682\u505c\u6216\u7206\u53d1\u3002\u6709\u5b66\u8005\u7528\u8f6c\u79fb\u71b5\u7684\u65b9\u6cd5\u6765\u7814\u7a76\u8be5\u73b0\u8c61\uff0c\u53d1\u73b0\u5fc3\u7387\u548c\u547c\u5438\u901f\u7387\u4e4b\u95f4\u4f3c\u4e4e\u5b58\u5728\u7740\u53cc\u5411\u7684\u4fe1\u606f\u4f20\u9012[10]\uff0c\u8868\u660e\u8fd9\u91cc\u6709\u590d\u6742\u7684\u4ea4\u4e92\u4f5c\u7528\u3002<\/span><\/section>\n

<\/span><\/section>\n
\u672c\u6587\u4e2d\u91c7\u53d6\u5c40\u90e8\u8f6c\u79fb\u71b5\u6765\u7814\u7a76\u8be5\u4ea4\u4e92\u4f5c\u7528\u3002\u76f8\u6bd4\u4e8e\u8ba1\u7b97\u5e73\u5747\u503c\uff0c\u5c40\u90e8\u6307\u6807\u80fd\u544a\u8bc9\u6211\u4eec\u66f4\u591a\u4e24\u4e2a\u53d8\u91cf\u5728\u65f6\u95f4\u4e0a\u4ea4\u4e92\u7684\u4fe1\u606f\u3002\u5b9e\u9a8c\u91c7\u53d6\u4e86\u5723\u5854\u83f2\u7814\u7a76\u62401991\u5e74\u65f6\u95f4\u5e8f\u5217\u7ade\u8d5b\u7684B\u6570\u636e\u96c6\u7b2c2350-3550\u4e2a\u6837\u672c\u70b9[11]\u3002\u5728\u5177\u4f53\u8ba1\u7b97\u4e0a\uff0c\u4f5c\u8005\u91c7\u53d6\u6838\u4f30\u8ba1\u6cd5\u6765\u4f30\u8ba1\u6982\u7387\u5206\u5e03\u3002<\/span><\/section>\n

<\/span><\/section>\n
\u5982\u4e0b\u56fe\u6240\u793a\uff0c\uff08a\uff09\u4e2d\u662f\u5fc3\u7387\u53d8\u5316\u66f2\u7ebf\uff0c\uff08b\uff09\u4e2d\u662f\u547c\u5438\u901f\u7387\u53d8\u5316\u66f2\u7ebf\u3002\u5c55\u793a\u7684\u6570\u636e\u90fd\u7ecf\u8fc7\u4e86\u6807\u51c6\u5316\u5904\u7406\u3002\uff08c\uff09\u4e2d\u5c55\u793a\u4e86\u4e24\u4e2a\u65b9\u5411\u4e0a\u7684\u5c40\u90e8\u8f6c\u79fb\u71b5\uff0c\u5f53\u547c\u5438\u6682\u505c\u4e8b\u4ef6\u53d1\u751f\u65f6\uff0c\u4e24\u4e2a\u5c40\u90e8\u8f6c\u79fb\u71b5\u90fd\u6709\u5267\u70c8\u7684\u53d8\u5316\uff0c\u800c\u5728\u4e8b\u4ef6\u53d1\u751f\u4e4b\u95f4\u5219\u6709\u8f83\u5c11\u7684\u4fe1\u606f\u8f6c\u79fb\u3002\uff08d\uff09\u5c55\u793a\u4e86\u4e00\u6b21\u547c\u5438\u6682\u505c\u4e8b\u4ef6\u53d1\u751f\u65f6\uff0c\u51e0\u6761\u66f2\u7ebf\u7684\u53d8\u5316\u3002\u6211\u4eec\u53d1\u73b0\uff0c\u4ece\u5fc3\u7387\u5230\u547c\u5438\u901f\u7387\u7684\u4fe1\u606f\u8f6c\u79fb\u6700\u5148\u663e\u8457\u4e0a\u5347<\/span>\uff08\u7eff\u7ebf\u7684\u7b2c\u4e00\u4e2a\u5c16\u5cf0\uff09<\/span>\uff0c\u7d27\u63a5\u7740\u5c31\u5f00\u59cb\u4e86\u590d\u6742\u7684\u53cc\u5411\u4fe1\u606f\u4ea4\u6362\u3002\u5fc3\u810f\u5bf9\u547c\u5438\u7684\u56e0\u679c\u4f5c\u7528\u6216\u8bb8\u5c31\u662f\u8fd9\u79cd\u73b0\u8c61\u7684\u6e90\u5934\u3002\u8fd9\u79cd\u65f6\u95f4\u4e0a\u7684\u5148\u540e\u987a\u5e8f\u5e94\u5f53\u6bd4\u5e73\u5747\u503c\u7684\u5927\u5c0f\u66f4\u80fd\u63ed\u793a\u8c01\u5728\u4fe1\u606f\u4ea4\u6362\u8fc7\u7a0b\u4e2d\u5360\u636e\u4e3b\u5bfc\u5730\u4f4d\u3002<\/span><\/section>\n

<\/span><\/section>\n
<\/section>\n


<\/span><\/h2>\n

\uff082\uff09\u5927\u8111\u4e0a\u7684\u4fe1\u606f\u7ed3\u6784<\/span><\/strong><\/span><\/h2>\n

<\/span><\/section>\n
\u4eba\u8111\u4e0a\u6709\u7740\u590d\u6742\u800c\u7cbe\u7ec6\u7684\u4fe1\u606f\u5904\u7406\u548c\u4ea4\u4e92\u8fc7\u7a0b\uff0c\u5c24\u5176\u662f\u5404\u4e2a\u8111\u533a\u4e4b\u95f4\u3002\u9996\u5148\uff0c\u4e3a\u4e86\u80fd\u66f4\u597d\u5730\u7814\u7a76\u5927\u8111\u4e0a\u7684\u4fe1\u606f\u52a8\u529b\u5b66\uff0c\u6211\u4eec\u9700\u8981\u5148\u5c06\u4e4b\u524d\u7684\u5355\u53d8\u91cf\u8f6c\u79fb\u71b5\u62d3\u5c55\u6210\u591a\u5143\u53d8\u91cf\u7684\u8f6c\u79fb\u71b5\uff0c\u5982\u4e0b\u56fe\u6240\u793a\u3002\u8fd9\u662f\u56e0\u4e3a\u6211\u4eec\u60f3\u8981\u5ea6\u91cf\u8111\u533a\u4e4b\u95f4\u7684\u8f6c\u79fb\u71b5\uff0c\u800c\u6bcf\u4e2a\u8111\u533a\u90fd\u6709\u5f88\u591a\u795e\u7ecf\u5143\u8282\u70b9\uff0c\u6bcf\u4e00\u4e2a\u8282\u70b9\u90fd\u53ef\u4ee5\u88ab\u89c6\u4f5c\u4e00\u4e2a\u53d8\u91cf\uff0c\u6240\u4ee5\u8fd9\u662f\u591a\u5143\u53d8\u91cf\u4e4b\u95f4\u7684\u4fe1\u606f\u8f6c\u79fb\u95ee\u9898\u3002\u8bfb\u8005\u4e0d\u59a8\u7528<\/span>\u8be5\u56fe\u4e0e<\/span>\u300a\u4e09\u79cd\u4fe1\u606f\u52a8\u529b\u5b66\uff1a\u5982\u4f55\u8bc6\u522b\u5143\u80de\u81ea\u52a8\u673a\u4e2d\u7684\u6d8c\u73b0\uff1f<\/a>\u300b\u4e2d<\/span><\/span>\u7684\u8f6c\u79fb\u71b5\u56fe\u793a\u8fdb\u884c\u6bd4\u5bf9\uff0c\u4ee5\u6b64\u6765\u66f4\u597d\u5730\u7406\u89e3\u5b9a\u91cf\u6307\u6807\u7684\u53d8\u5316\u3002<\/span><\/section>\n

<\/span><\/section>\n
<\/section>\n

<\/section>\n
\u6211\u4eec\u8981\u7528\u8fd9\u4e2a\u6307\u6807\u6765\u5ea6\u91cf\u5927\u8111\u6838\u78c1\u5171\u632f<\/span>\uff08functional Magnetic Resonance Imaging, fMRI\uff09<\/span>\u6570\u636e\u91cc\u7684\u4fe1\u606f\u52a8\u529b\u5b66\uff0c\u6570\u636e\u80cc\u666f\u662f\u4e00\u6b21\u89c6\u89c9\u8ffd\u8e2a\u7684\u4efb\u52a1\u3002\u4efb\u52a1\u6d89\u53ca8\u540d\u5fd7\u613f\u8005\uff0c\u88ab\u8981\u6c42\u7528\u53f3\u98df\u6307\u8ffd\u8e2a\u8ba1\u7b97\u673a\u5c4f\u5e55\u4e0a\u4e00\u4e2a\u6cbf\u7740\u5706\u5f62\u8f68\u8ff9\u8fd0\u52a8\u7684\u89c6\u89c9\u76ee\u6807\u3002\u8fd9\u9879\u4efb\u52a1\u9700\u8981\u6574\u5408\u6765\u81ea\u89c6\u89c9\u8f93\u5165\u3001\u8fd0\u52a8\u89c4\u5212\u548c\u89c6\u89c9\u53ca\u8fd0\u52a8\u63a7\u5236\u533a\u57df\u7684\u4fe1\u606f\uff0c\u800c\u4e14\u4efb\u52a1\u96be\u5ea6\u662f\u53ef\u8c03\u7684\u3002\u6b64\u6b21\u5b9e\u9a8c\u7814\u7a76\u7684\u8111\u533a\u5bf9\u8c61\u5171\u670911\u4e2a\uff0c\u5982\u4e0b\u9762\u7684\u56fe\u8868\u6240\u793a\u3002<\/span><\/section>\n

<\/span><\/section>\n
<\/section>\n

<\/section>\n
<\/section>\n

<\/span><\/section>\n
\u4e0a\u56fe\u662f\u7528\u8f6c\u79fb\u71b5\u5efa\u7acb\u8d77\u6765\u7684\u8111\u533a\u95f4\u7684\u4fe1\u606f\u7ed3\u6784\uff0c\u53ef\u4ee5\u5927\u81f4\u5206\u4e3a\u4e09\u5c42\u3002\u6700\u9876\u5c42\u662f\u8d1f\u8d23\u89c4\u5212\u548c\u9884\u671f\u7684\u533a\u57df\uff0c\u4e2d\u95f4\u5c42\u662f\u89c6\u89c9\u611f\u77e5\u5904\u7406\u7684\u533a\u57df\uff0c\u6700\u5e95\u5c42\u662f\u884c\u52a8\u51b3\u7b56\u7684\u533a\u57df\u3002\u8fde\u8fb9\u7684\u5bbd\u5ea6\u4f53\u73b0\u7684\u662f\u5f71\u54cd\u7684\u663e\u8457\u6027\u3002\u8fd9\u4e2a\u5c42\u6b21\u7ed3\u6784\u548c\u5b9e\u9a8c\u7ed3\u679c\u6709\u5f88\u597d\u7684\u5bf9\u5e94\u3002\u5982\u679c\u6211\u4eec\u5df2\u77e5\u4e0a\u5c42\u7ed3\u6784\u7684\u72b6\u6001\uff0c\u53ef\u4ee5\u7528\u6765\u9884\u6d4b\u4e0b\u5c42\u7ed3\u6784\u7684\u53d8\u5316\u3002\u4f46\u662f\uff0c\u4ece\u89c6\u89c9\u611f\u77e5\u533a\u57df\u5230\u884c\u52a8\u51b3\u7b56\u533a\u57df\u7684\u53cd\u9988\u94fe\u63a5\u5e76\u672a\u660e\u663e\u51fa\u73b0\u3002\u8fd9\u53ef\u80fd\u662f\u56e0\u4e3a\u8fd9\u4e9b\u53cd\u9988\u94fe\u63a5\u7684\u64cd\u4f5c\u65f6\u95f4\u5c3a\u5ea6\u6bd4\u8fd9\u91cc\u7684fMRI\u6d4b\u91cf\u8981\u77ed<\/span>\uff08\u95f4\u9694\u8d85\u8fc72\u79d2\uff09<\/span>\u3002\u4e5f\u5c31\u662f\u8bf4\uff0c\u5173\u4e8e\u7269\u4f53\u4f4d\u7f6e\u7684\u539f\u59cb\u89c6\u89c9\u4fe1\u606f\u53ef\u80fd\u5728\u5f88\u77ed\u7684\u65f6\u95f4\u5185<\/span>\uff08\u5373\u5728\u4e24\u79d2\u5185\uff09<\/span>\u5bf9\u884c\u52a8\u51b3\u7b56\u533a\u57df\u7684\u6d3b\u6027\u4ea7\u751f\u5f71\u54cd\u3002<\/span><\/section>\n

<\/span><\/section>\n
<\/section>\n

<\/section>\n
\u4e0a\u56fe\u662f\u5728\u4efb\u52a1\u96be\u5ea6\u53d8\u5316\u65f6\uff0c\u4e92\u4fe1\u606f\u548c\u8f6c\u79fb\u71b5\u4e0e\u4efb\u52a1\u96be\u5ea6\u4e4b\u95f4\u7684\u76f8\u5173\u6027\u3002\u4e09\u6761\u7eff\u8272\u865a\u7ebf\u8868\u793a\u8fd9\u4e09\u5bf9\u533a\u57df\u4e4b\u95f4\u7684\u4e92\u4fe1\u606f\u4e0e\u4efb\u52a1\u96be\u5ea6\u5448\u6b63\u76f8\u5173\uff0c\u7ea2\u8272\u5b9e\u7ebf\u8868\u793a\u5b83\u4eec\u4e4b\u95f4\u7684\u8f6c\u79fb\u71b5\u4e0e\u4efb\u52a1\u96be\u5ea6\u5448\u8d1f\u76f8\u5173\u5173\u7cfb\u3002\u8fd9\u4e2a\u7ed3\u679c\u6e05\u6670\u5730\u5c55\u73b0\u51fa\uff0c\u4efb\u52a1\u96be\u5ea6\u7684\u589e\u52a0\u6709\u52a9\u4e8e\u52a0\u5f3a\u8fd0\u52a8\u89c4\u5212\u533a\u57df<\/span>\uff08leftPMd<\/sub>\u3001leftSMA<\/sub>\uff09<\/span>\u548c\u51b3\u7b56\u533a\u57df\u7684\u8054\u7cfb\u3002\u5176\u4e2dright_SC\u8d1f\u8d23\u773c\u7403\u7684\u79fb\u52a8\uff0crightCerebellum<\/sub>\u8d1f\u8d23\u624b\u90e8\u7684\u8fd0\u52a8\u3002<\/span><\/section>\n

<\/span><\/section>\n
\u5728\u672a\u6765\uff0c\u968f\u7740\u6d4b\u91cf\u624b\u6bb5\u7684\u8fdb\u6b65\uff0c \u6211\u4eec\u53ef\u4ee5\u8ba1\u7b97\u66f4\u52a0\u7ec6\u5fae\u65f6\u95f4\u5c3a\u5ea6\u4e0a\u7684\u4fe1\u606f\u8f6c\u79fb\uff0c\u6216\u8bb8\u53ef\u4ee5\u6709\u66f4\u591a\u60ca\u5947\u7684\u53d1\u73b0\u3002<\/span><\/section>\n

<\/span><\/section>\n

\uff083\uff09\u8fde\u8d2f\u4fe1\u606f\u7ed3\u6784\u7684\u8fdb\u5316<\/span><\/strong><\/span><\/h2>\n

<\/span><\/section>\n
\u8fde\u8d2f\u4fe1\u606f\u7ed3\u6784<\/span>\uff08coherent information structure\uff09<\/span>\u6307\u7684\u662f\u590d\u6742\u7cfb\u7edf\u8ba1\u7b97\u4e2d\u4f1a\u88ab\u6301\u7eed\u89c2\u5bdf\u5230\u7684\u4e00\u4e2a\u7279\u5f81\u3002\u8fd9\u4e2a\u6982\u5ff5\u7684\u63d0\u51fa\u662f\u60f3\u6307\u4ee3\u5404\u4e2a\u7cfb\u7edf\u4e2d\u7c7b\u4f3c\u4e8e\u5143\u80de\u81ea\u52a8\u673a\u4e2d\u6ed1\u7fd4\u4f53<\/span>\uff08glider\uff09<\/span>\u90a3\u6837\u7684\u7ed3\u6784\uff0c\u6bd4\u5982\u9e1f\u7fa4\u7684\u96c6\u7fa4\u884c\u4e3a\uff0c\u57fa\u56e0\u7f51\u7edc\u4e0a\u7684\u4fe1\u53f7\u4f20\u64ad\u8fd8\u6709\u795e\u7ecf\u5143\u96c6\u7fa4\u4e2d\u7684\u201c\u6ce2\u201d\u7b49\u7b49\u3002\u5173\u4e8e\u8fd9\u4e2a\u672f\u8bed\u8fdb\u4e00\u6b65\u8be6\u7ec6\u7684\u8ba8\u8bba\uff0c\u8bfb\u8005\u53ef\u4ee5\u53c2\u89c1\u6587\u732e[9]\u3002\u8981\u6ce8\u610f\u7684\u662f\uff0c\u8fd9\u91cc\u7684\u8fde\u8d2f\u6027\u662f\u5728\u4fe1\u606f\u7684\u610f\u4e49\u4e0a\u8bb2\u7684\uff0c\u50cf\u67d0\u4e9b\u7c92\u5b50\uff0c\u76f4\u89c2\u4e0a\u53ef\u80fd\u5e76\u4e0d\u8fde\u8d2f\uff0c\u770b\u8d77\u6765\u6709\u4e9b\u8df3\u8dc3\uff0c\u4f46\u5b83\u4eec\u5728\u65f6\u7a7a\u5750\u6807\u76f8\u8fd1\u65f6\uff0c\u5c40\u90e8\u4fe1\u606f\u8f6c\u79fb\u4f1a\u6709\u76f8\u4f3c\u4e14\u8fde\u8d2f\u7684\u53d6\u503c\u3002<\/span><\/section>\n

<\/span><\/section>\n
\u6839\u636e\u6717\u987f\u7684\u5206\u6790[2]\uff0c\u6df7\u6c8c\u8fb9\u7f18\u5904\u7cfb\u7edf\u4f1a\u6709\u6700\u5927\u7684\u8ba1\u7b97\u80fd\u529b\uff0c\u8fd9\u4e00\u70b9\u5982\u4f55\u4ece\u8fde\u8d2f\u4fe1\u606f\u7ed3\u6784\u7684\u89d2\u5ea6\u5206\u6790\uff1f\u4f5c\u8005\u8ba4\u4e3a\uff0c\u76f8\u6bd4\u4e8e\u5904\u4e8e\u6df7\u6c8c\u8fb9\u7f18\u7684\u7cfb\u7edf\uff1a\u8fc7\u4e8e\u6709\u5e8f\u7684\u7cfb\u7edf\u867d\u7136\u6709\u8fde\u8d2f\u4fe1\u606f\u7ed3\u6784\uff0c\u4f46\u7ed3\u6784\u592a\u5c0f\uff1b\u800c\u8fc7\u4e8e\u6df7\u6c8c\u7684\u7cfb\u7edf\uff0c\u4efb\u4f55\u7ed3\u6784\u7684\u8fde\u8d2f\u6027\u90fd\u88ab\u7834\u574f\u4e86<\/strong>\u3002<\/span><\/section>\n

<\/span><\/section>\n
\u5728\u8fd9\u4e2a\u5c0f\u8282\u91cc\uff0c\u4f5c\u8005\u4f7f\u7528\u8f6c\u79fb\u71b5\u4f5c\u4e3a\u9002\u5e94\u5ea6\u51fd\u6570\u6765\u8bbe\u8ba1\u4e00\u4e2a\u8fdb\u5316\u4efb\u52a1\uff0c\u60f3\u8981\u68c0\u9a8c\u4fe1\u606f\u8f6c\u79fb\u662f\u5426\u5c31\u662f\u751f\u7269\u4f53\u534f\u540c\u8fd0\u52a8\u7684\u57fa\u7840\uff0c\u4ee5\u53ca\u5f53\u4e00\u4e2a\u7cfb\u7edf\u6700\u5927\u5316\u4fe1\u606f\u8f6c\u79fb\u7684\u65f6\u5019\uff0c\u4f1a\u4ea7\u751f\u4f55\u79cd\u6d8c\u73b0\u884c\u4e3a\u3002\u5728\u5b9e\u9a8c\u4e2d\uff0c\u4f5c\u8005\u786e\u5b9e\u53d1\u73b0\u4e86\u8fde\u8d2f\u4fe1\u606f\u7ed3\u6784\uff0c\u7c7b\u4f3c\u4e8e\u6ed1\u7fd4\u4f53\uff0c\u5bf9\u4e8e\u7cfb\u7edf\u7684\u8ba1\u7b97\u6765\u8bf4\uff0c\u662f\u975e\u5e38\u6709\u7528\u7684\u7ed3\u6784\u3002<\/span><\/section>\n

<\/span><\/section>\n
\u5b9e\u9a8c\u5bf9\u8c61\u662f\u4e00\u4e2a\u86c7\u5f62\u673a\u5668\u4eba\uff0c\u5982\u4e0b\u56fe\u6240\u793a\u3002\u5b83\u7531\u4e00\u7cfb\u5217\u7684\u7403\u72b6\u7269\u5173\u8282\u7ec4\u6210\uff0c\u6bcf\u4e2a\u5173\u8282\u53ef\u4ee5\u5728\u6c34\u5e73\u65b9\u5411\u548c\u5782\u76f4\u65b9\u5411\u4e0a\u5404\u6709\u4e00\u4e2a\u65cb\u8f6c\u89d2\u5ea6\u3002\u9002\u5e94\u5ea6\u8ba1\u7b97\u7684\u662f\uff0c\u5e73\u5747\u6bcf\u4e2a\u5173\u8282\u7684\u8868\u9762\u8f6c\u79fb\u71b5\uff0c\u65b9\u5411\u662f\u4ece\u5c3e\u90e8\u5230\u5934\u90e8\u3002\u8ba1\u7b97\u8f6c\u79fb\u71b5\u4f7f\u7528\u7684\u6570\u636e\u662f\u5b9e\u9645\u8f6c\u89d2\u7684\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u3002\u8fdb\u5316\u65f6\uff0c\u4f5c\u8005\u4f7f\u7528\u9057\u4f20\u7b97\u6cd5<\/span>\uff08genetic programming, GP\uff09<\/span>\u8fed\u4ee3200\u4e2a\u86c7\u5f62\u673a\u5668\u4eba\uff0c\u6bcf\u6b21\u7b5b\u9009\u51fa\u9002\u5e94\u5ea6\u51fd\u6700\u9ad8\u7684\u5b50\u4ee3[12]\u3002<\/span><\/section>\n

<\/span><\/section>\n
<\/section>\n

<\/span><\/section>\n
\u968f\u7740\u8fed\u4ee3\u6b21\u6570\u589e\u52a0\uff0c\u4e0b\u56fe\u5c55\u793a\u51fa\u6bcf\u4e00\u4ee3\u4e2d\u9002\u5e94\u5ea6\u6700\u9ad8\u7684\u4e2a\u4f53\u7684\u8f6c\u79fb\u71b5\u53d8\u5316\u66f2\u7ebf\u3002\u6211\u4eec\u53ef\u4ee5\u5bf9\u6bd4\u6700\u7ec8\u8f6c\u79fb\u71b5\u8f83\u9ad8\u7684\u4e2a\u4f53<\/span>\uff08\u7b2c57\u4ee3\uff0c0.175bits\uff09<\/span>\u548c\u8f6c\u79fb\u71b5\u8f83\u4f4e\u4e2a\u4f53<\/span>\uff080.007bits\uff09<\/span>\u5728\u884c\u4e3a\u4e0a\u6709\u4ec0\u4e48\u533a\u522b\u3002\u5b9e\u9a8c\u53d1\u73b0\uff0c\u4f4e\u8f6c\u79fb\u71b5\u4e2a\u4f53\u53ef\u4ee5\u8868\u73b0\u51fa\u5feb\u901f\u4e14\u534f\u8c03\u7684\u6301\u7eed\u884c\u4e3a\u3002\u8fd9\u662f\u56e0\u4e3a\u76f8\u6bd4\u4e8e\u5173\u8282\u95f4\u4fe1\u606f\u8f6c\u79fb\uff0c\u548c\u5173\u8282\u81ea\u8eab\u8bb0\u5fc6\u7684\u8054\u7cfb\u5bf9\u534f\u8c03\u884c\u4e3a\u66f4\u52a0\u91cd\u8981\u3002\u8fd9\u5c31\u50cf\u662f\u627e\u5230\u4e86\u4e00\u4e2a\u5438\u5f15\u5b50\uff0c\u6bcf\u4e2a\u5173\u8282\u53ea\u9700\u91cd\u590d\u81ea\u8eab\u7684\u5386\u53f2\u5c31\u53ef\u4ee5\u8fbe\u6210\u4e00\u4e2a\u534f\u8c03\u7684\u72b6\u6001\u3002<\/span><\/section>\n

<\/span><\/section>\n
<\/section>\n

<\/section>\n
\u800c\u8f6c\u79fb\u71b5\u6700\u9ad8\u7684\u4e2a\u4f53\u5c55\u73b0\u51fa\u7684\u662f\u4e00\u79cd\u590d\u6742\u7684\u8815\u52a8\u884c\u4e3a\uff0c\u5982\u4e0b\u9762\u7684\u52a8\u56fe\u6240\u793a\u3002<\/span><\/section>\n

<\/span><\/section>\n

<\/p>\n

https:\/\/youtu.be\/n31GsuS_oSM<\/span><\/section>\n

<\/section>\n
\u8fd9\u79cd\u52a8\u529b\u5b66\u53ef\u4ee5\u901a\u8fc7\u8f6c\u5411\u89d2\u7684\u5ea6\u91cf\u53cd\u6620\u51fa\u6765\u3002\u4e0b\u56fe\uff08a\uff09\u8868\u793a\u4e8613\u4e2a\u5173\u8282\u7684\u6c34\u5e73\u8f6c\u5411\u89d2\u53d8\u5316\uff0c\u7070\u9ed1\u8272\u662f\u6b63\u503c\uff0c\u9ec4\u8272\u5230\u7ea2\u8272\u662f\u8d1f\u503c\uff0c\u7eb5\u8f74\u662f\u65f6\u95f4\u6f14\u53d8\u3002\u56fe\uff08b\uff09\u5c55\u793a\u4e86\u5bf9\u5e94\u8f6c\u79fb\u71b5\u7684\u5927\u5c0f\uff0c\u56e0\u4e3a\u8d1f\u503c\u975e\u5e38\u5c11\uff0c\u8fd9\u91cc\u5c31\u53ea\u5c55\u793a\u4e86\u6b63\u503c\u3002\u5c40\u90e8\u8f6c\u79fb\u71b5\u7684\u53d8\u5316\u544a\u8bc9\u6211\u4eec\uff0c\u8fd9\u91cc\u6709\u4e00\u4e2a\u8fde\u8d2f\u4fe1\u606f\u7ed3\u6784\u4ece\u5c3e\u90e8\u79fb\u52a8\u5230\u5934\u90e8\u3002\u4f53\u73b0\u5728\u56fe\uff08b\uff09\u4e2d\uff0c\u6bcf\u6b21\u51fa\u73b0\u8fde\u8d2f\u4fe1\u606f\u7ed3\u6784\uff0c\u6b63\u7684\u5c40\u90e8\u8f6c\u79fb\u71b5\u5148\u51fa\u73b0\u5728\u5c3e\u90e8\u5173\u8282\uff0c\u7136\u540e\u201c\u79fb\u52a8\u201d\u5230\u5934\u90e8\u5173\u8282\u3002<\/span><\/section>\n

<\/span><\/section>\n
<\/section>\n

<\/section>\n
\u4e3a\u4e86\u66f4\u6e05\u6670\u5730\u5c55\u73b0\u51fa\u5982\u4e0a\u6240\u8ff0\u7684\u8fc7\u7a0b\uff0c\u6211\u4eec\u518d\u770b\u4e0b\u9762\u7684\u52a8\u56fe\u3002\u56fe\u4e2d\u9ed1\u8272\u4ee3\u8868\u96f6\u5c40\u90e8\u8f6c\u79fb\u71b5\uff0c\u7ea2\u8272\u4ee3\u8868\u6b63\u5c40\u90e8\u8f6c\u79fb\u71b5\u3002<\/span><\/section>\n

<\/span><\/section>\n

<\/p>\n

https:\/\/youtu.be\/HmRI5hfaBQ8<\/span><\/section>\n

<\/span><\/section>\n
\u8fde\u8d2f\u4fe1\u606f\u7ed3\u6784\u7684\u8f6c\u79fb\u6b63\u662f\u4ece\u5c3e\u90e8\u5230\u5934\u90e8\uff0c\u5982\u4e0b\u56fe\uff08a\uff09\u2192\uff08b\uff09\u2192\uff08c\uff09\u3002<\/span><\/section>\n

<\/span><\/section>\n
<\/section>\n

<\/span><\/section>\n
\u89c2\u5bdf\u5c40\u90e8\u8f6c\u79fb\u71b5\u7684\u5927\u5c0f\u53d8\u5316\u60c5\u51b5\uff0c\u4e0d\u96be\u53d1\u73b0\u8fd9\u91cc\u6709\u4e0d\u540c\u79cd\u7c7b\u7684\u8fde\u8d2f\u4fe1\u606f\u7ed3\u6784\u3002\u6709\u7684\u79fb\u52a8\u5feb\uff0c\u6709\u7684\u79fb\u52a8\u6162\uff0c\u6709\u7684\u5305\u542b\u4fe1\u606f\u91cf\u591a\uff0c\u6709\u7684\u5305\u542b\u4fe1\u606f\u91cf\u5c11\uff0c\u6b63\u5982\u5143\u80de\u81ea\u52a8\u673a\u4e2d\u4e5f\u6709\u4e94\u82b1\u516b\u95e8\u7684\u6ed1\u7fd4\u4f53\u3002\u8fd9\u4e9b\u7ed3\u6784\u6b63\u662f\u590d\u6742\u7cfb\u7edf\u5b9e\u73b0\u6700\u5927\u8ba1\u7b97\u80fd\u529b\u7684\u8981\u7d20\u3002\u6574\u4e2a\u5b9e\u9a8c\u540c\u65f6\u8fd8\u544a\u8bc9\u6211\u4eec\uff0c\u4ee5\u6bcf\u6761\u8fde\u8fb9\u8f6c\u79fb\u71b5\u6700\u5927\u5316\u4e3a\u76ee\u6807\uff0c\u5728\u67d0\u79cd\u7a0b\u5ea6\u4e0a\u6b63\u5951\u5408\u590d\u6742\u9002\u5e94\u7cfb\u7edf\u7684\u8fdb\u5316\u673a\u5236\u3002\u867d\u7136\u62e5\u6709\u6700\u5927\u8f6c\u79fb\u71b5\u7684\u86c7\u5f62\u673a\u5668\u4eba\u4e0d\u4f1a\u5feb\u901f\u800c\u534f\u8c03\u7684\u8fd0\u52a8\uff0c\u4f46\u5b83\u4eec\u6709\u8db3\u591f\u7684\u8ba1\u7b97\u80fd\u529b\uff0c\u4f7f\u5f97\u5b83\u4eec\u5728\u5145\u6ee1\u6311\u6218\u7684\u73af\u5883\u4e2d\u627e\u5230\u6b63\u786e\u7684\u65b9\u4f4d\u3002<\/span><\/section>\n

<\/span><\/section>\n
\u603b\u7ed3\u4e00\u4e0b\uff0c\u6211\u4eec\u628a\u5c40\u90e8\u8f6c\u79fb\u71b5\u5e94\u7528\u5728\u4e86\u751f\u7269\u5b66\u7cfb\u7edf\u4e0a<\/span>\uff08\u86c7\u5f62\u673a\u5668\u4eba\u4e5f\u7b97\u662f\u4e00\u79cd\u4eff\u751f\u7cfb\u7edf\uff09<\/span>\uff0c\u53d1\u73b0\u5c40\u90e8\u8f6c\u79fb\u71b5\u76f8\u6bd4\u4e8e\u4ee5\u5f80\u8ba1\u7b97\u5e73\u5747\u503c\u6765\u8bf4\u53ef\u4ee5\u63ed\u793a\u66f4\u591a\u6709\u610f\u601d\u7684\u6d1e\u89c1\u3002\u76ee\u524d\u5df2\u6709\u7684\u5b9e\u9a8c\u5bf9\u8c61\u5305\u62ec\u7761\u7720\u547c\u5438\u6682\u505c\u3001\u5927\u8111\u4e2d\u7684\u5c42\u6b21\u7ed3\u6784\u4ee5\u53ca\u86c7\u5f62\u673a\u5668\u4eba\u7684\u8fdb\u5316\uff0c\u8db3\u53ef\u89c1\u590d\u6742\u7cfb\u7edf\u4e2d\u7684\u4fe1\u606f\u52a8\u529b\u5b66\u7684\u5e94\u7528\u666e\u9002\u6027\u3002\u672a\u6765\u6211\u4eec\u53ef\u4ee5\u5ef6\u5c55\u8fd9\u4e2a\u9886\u57df\uff0c\u6d1e\u5bdf\u66f4\u591a\u590d\u6742\u7cfb\u7edf\u7684\u672c\u8d28\u3002<\/span><\/section>\n

<\/span><\/section>\n

<\/span><\/section>\n

\n
\n
\n
\n
\n

<\/section>\n

<\/section>\n
\n
<\/svg><\/section>\n<\/section>\n<\/section>\n
\n

3. \u603b\u7ed3<\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n

\n

<\/section>\n

<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n


<\/p>\n

\u81f3\u6b64\uff0c\u8fd9\u4e2a\u5c0f\u7cfb\u5217\u603b\u5171\u4e09\u7bc7\u6587\u7ae0\u5b8c\u7ed3\u4e86\u3002\u5728\u7b2c\u4e00\u7bc7\u6587\u7ae0\u4e2d\uff0c\u6211\u4eec\u4ecb\u7ecd\u4e86\u7528\u4fe1\u606f\u8bba\u7814\u7a76\u590d\u6742\u7cfb\u7edf\u7684\u7f18\u8d77\uff0c\u5c24\u5176\u662f\u6717\u987f\u7684\u6df7\u6c8c\u8fb9\u7f18\u5047\u8bf4\uff0c\u8ba9\u5b66\u8005\u4eec\u5173\u6ce8\u5230\u4e86\u590d\u6742\u7cfb\u7edf\u672c\u8eab\u7684\u7ec4\u7ec7\u5f62\u5f0f\u53ca\u5176\u5185\u5728\u7684\u8ba1\u7b97\u80fd\u529b\uff0c\u800c\u4e0d\u662f\u53ea\u505c\u7559\u5728\u67d0\u4e2a\u590d\u6742\u7cfb\u7edf\u7684\u7269\u8d28\u673a\u7406\u4e0a\uff1b\u7b2c\u4e8c\u7bc7\u6587\u7ae0\u5448\u73b0\u4e86\u4e00\u4e2a\u7406\u8bba\u91cf\u5316\u6846\u67b6\uff0c\u5305\u62ec\u4fe1\u606f\u5b58\u50a8\u3001\u4fe1\u606f\u8f6c\u79fb\u548c\u4fe1\u606f\u4fee\u6b63\u8fd9\u4e09\u7c7b\u4fe1\u606f\u52a8\u529b\u5b66\u7684\u5ea6\u91cf\uff0c\u5e76\u5728\u521d\u7b49\u5143\u80de\u81ea\u52a8\u673a\u4e0a\u8be6\u7ec6\u5206\u6790\u6bd4\u8f83\u4e86\u5404\u79cd\u91cf\u5316\u6307\u6807\u7684\u6027\u8d28\u548c\u4f5c\u7528\uff0c\u6709\u8f83\u591a\u7684\u6570\u5b66\u7ec6\u8282\uff1b\u5728\u8fd9\u7b2c\u4e09\u7bc7\u6587\u7ae0\uff0c\u6211\u4eec\u5c06\u76ee\u5149\u91cd\u65b0\u805a\u7126\u5728\u4e00\u4e2a\u4e2a\u66f4\u4e3a\u5b9e\u9645\u7684\u590d\u6742\u7cfb\u7edf\u548c\u7814\u7a76\u95ee\u9898\u4e0a\uff0c\u5e94\u7528\u4fe1\u606f\u52a8\u529b\u5b66\u91cf\u5316\u6307\u6807\u89e3\u51b3\u7f51\u7edc\u76f8\u53d8\u4ee5\u53ca\u751f\u7269\u5b66\u76f8\u5173\u7684\u5404\u7c7b\u95ee\u9898\u3002<\/span><\/section>\n

<\/span><\/section>\n
\u56de\u5230\u89e3\u8bfbLizier\u8fd9\u7bc7\u535a\u58eb\u8bba\u6587\u7684\u521d\u5fc3\uff0c\u5b83\u5e76\u975e\u4e00\u5757\u5b64\u7acb\u7684\u7814\u7a76\u9886\u57df\uff0c\u800c\u662f\u4e0e\u6211\u4eec\u4e4b\u524d\u5728\u56e0\u679c\u6d8c\u73b0\u8bfb\u4e66\u4f1a\u4e2d\u89e3\u8bfb\u8fc7\u7684\u6574\u5408\u4fe1\u606f\u5206\u89e3\u7406\u8bba\u6709\u7740\u8840\u8109\u76f8\u8fde\u7684\u5173\u7cfb\u3002\u6240\u4ee5\u6211\u4eec\u53ef\u4ee5\u628a\u8fd9\u7bc7\u535a\u58eb\u8bba\u6587\u5f53\u4f5c\u4e00\u4e2a\u524d\u4f20\uff0c\u653e\u7f6e\u5728\u4e00\u4e2a\u66f4\u5927\u7684\u7814\u7a76\u6846\u67b6\u4e0b\u53bb\u7406\u89e3\u3002<\/span><\/section>\n

<\/span><\/section>\n

\u4ee5\u4e0b\u662f\u7ed9\u8bfb\u8005\u63a8\u8350\u7684\u4e00\u4e2a\u96c6\u667a\u516c\u4f17\u53f7\u6587\u7ae0\u7684\u5b66\u4e60\u8def\u5f84\uff0c\u5e2e\u52a9\u5927\u5bb6\u7528\u4fe1\u606f\u8bba\u7684\u5de5\u5177\u6d1e\u6089\u590d\u6742\u7cfb\u7edf\u672c\u8d28\uff1a<\/span><\/p>\n