{"id":37264,"date":"2022-09-13T19:27:53","date_gmt":"2022-09-13T11:27:53","guid":{"rendered":"https:\/\/swarma.org\/?p=37264"},"modified":"2022-09-13T19:27:53","modified_gmt":"2022-09-13T11:27:53","slug":"%e5%88%86%e8%a7%a3%e7%9b%b8%e4%ba%92%e4%bd%9c%e7%94%a8%e7%b3%bb%e7%bb%9f%e4%b8%ad%e7%9a%84%e5%b1%80%e9%83%a8%e6%97%b6%e9%97%b4%e4%b9%8b%e7%ae%ad-%e5%a4%8d%e6%9d%82%e6%80%a7%e7%a7%91%e5%ad%a6","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=37264","title":{"rendered":"\u5206\u89e3\u76f8\u4e92\u4f5c\u7528\u7cfb\u7edf\u4e2d\u7684\u5c40\u90e8\u65f6\u95f4\u4e4b\u7bad | \u590d\u6742\u6027\u79d1\u5b66\u9876\u520a\u7cbe\u90098\u7bc7"},"content":{"rendered":"
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Complexity Express \u4e00\u5468\u8bba\u6587\u7cbe\u9009<\/span><\/strong><\/strong><\/p>\n<\/section>\n

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\u4ee5\u4e0b\u662f2022\u5e749\u67085\u65e5-9\u670811\u65e5\u6765\u81eaComplexity Express\u7684\u590d\u6742\u6027\u79d1\u5b66\u8bba\u6587\u7cbe\u9009\u3002\u5982\u679cComplexity Express\u5217\u8868\u4e2d\u6709\u4f60\u611f\u5174\u8da3\u7684\u8bba\u6587\uff0c\u6b22\u8fce\u70b9\u8d5e\u63a8\u8350\uff0c\u6211\u4eec\u4f1a\u4f18\u5148\u7ec4\u7ec7\u89e3\u8bfb~<\/span><\/section>\n

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\u76ee\u5f55\uff1a<\/span><\/strong><\/span><\/p>\n

1.  \u5206\u89e3\u76f8\u4e92\u4f5c\u7528\u7cfb\u7edf\u4e2d\u7684\u5c40\u90e8\u65f6\u95f4\u4e4b\u7bad<\/strong><\/span><\/p>\n

2. \u65f6\u95f4\u4fe1\u53f7\u9a71\u52a8\u591a\u7ec6\u80de\u4fe1\u606f\u7f51\u7edc\u7684\u6d8c\u73b0<\/span><\/strong><\/span><\/p>\n

3. \u795e\u7ecf\u8ba1\u7b97\u7684\u51e0\u4f55\u5b66\u7edf\u4e00\u4e86\u5de5\u4f5c\u8bb0\u5fc6\u548c\u8ba1\u5212<\/span><\/strong><\/span><\/p>\n

4. \u57fa\u672c\u7f51\u7edc\u6a21\u4f53\u5bf9\u6270\u52a8\u96c6\u4f53\u54cd\u5e94\u7684\u5f71\u54cd<\/span><\/strong><\/span><\/p>\n

5. \u6709\u635f\u7535\u7f51\u632f\u8361\u5668\u6a21\u578b\u7684\u591a\u7a33\u5b9a\u6027\u4e0e\u5f02\u5e38<\/span><\/strong><\/span><\/p>\n

6. \u4e2d\u56fd\u57ce\u5e02\u4eba\u53e3\u8001\u9f84\u5316\u3001\u4ee3\u9645\u8f6c\u6362\u4e0e\u80fd\u6e90\u6d88\u8017 <\/span><\/strong><\/span><\/p>\n

7. \u7834\u788e\u666f\u89c2\u4e2d\u7684\u591a\u7269\u79cd\u5171\u5b58<\/span><\/strong><\/span><\/p>\n

8. \u8d85\u5149\u901f\u4fe1\u53f7\u5728\u95f5\u53ef\u592b\u65af\u57fa\u65f6\u7a7a\u4e2d\u7684\u4e0d\u53ef\u80fd\u6027\u5e76\u4e0d\u6392\u9664\u56e0\u679c\u5faa\u73af <\/span><\/strong><\/span><\/p>\n


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1.\u5206\u89e3\u76f8\u4e92\u4f5c\u7528\u7cfb\u7edf\u4e2d\u7684<\/strong><\/p>\n

\u5c40\u90e8\u65f6\u95f4\u4e4b\u7bad<\/strong><\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n

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\u8bba\u6587\u9898\u76ee\uff1aDecomposing the Local Arrow of Time in Interacting Systems<\/span><\/p>\n

\u8bba\u6587\u6765\u6e90\uff1aPhysical Review Letters<\/em><\/span><\/p>\n

\u8bba\u6587\u94fe\u63a5\uff1a<\/span>https:\/\/journals.aps.org\/prl\/abstract\/10.1103\/PhysRevLett.129.118101<\/span><\/p>\n<\/section>\n<\/section>\n<\/blockquote>\n


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2.\u65f6\u95f4\u4fe1\u53f7<\/strong><\/p>\n

\u9a71\u52a8\u591a\u7ec6\u80de\u4fe1\u606f\u7f51\u7edc\u7684\u6d8c\u73b0<\/strong><\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n

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\u8bba\u6587\u9898\u76ee\uff1aTemporal signals drive the emergence of multicellular information networks<\/span><\/p>\n

\u8bba\u6587\u6765\u6e90\uff1aPNAS<\/em><\/span><\/p>\n

\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/www.pnas.org\/doi\/10.1073\/pnas.2202204119<\/span><\/p>\n<\/section>\n<\/section>\n<\/blockquote>\n


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3.\u795e\u7ecf\u8ba1\u7b97\u7684\u51e0\u4f55\u5b66<\/strong><\/p>\n

\u7edf\u4e00\u5de5\u4f5c\u8bb0\u5fc6\u548c\u8ba1\u5212<\/strong><\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n

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\u8bba\u6587\u9898\u76ee\uff1aGeometry of neural computation unifies working memory and planning<\/span><\/p>\n

\u8bba\u6587\u6765\u6e90\uff1aPNAS<\/em><\/span><\/p>\n

\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/www.pnas.org\/doi\/10.1073\/pnas.2115610119<\/span><\/p>\n<\/section>\n<\/section>\n<\/blockquote>\n


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\u73b0\u5b9e\u4e16\u754c\u7684\u4efb\u52a1\u9700\u8981\u5de5\u4f5c\u8bb0\u5fc6\u3001\u51b3\u7b56\u548c\u8ba1\u5212\u7684\u534f\u8c03\uff0c\u4f46\u8fd9\u4e9b\u8ba4\u77e5\u529f\u80fd\u88ab\u4e0d\u6210\u6bd4\u4f8b\u5730\u4f5c\u4e3a\u5927\u8111\u4e2d\u72ec\u7acb\u7684\u6a21\u5757\u8fc7\u7a0b\u6765\u7814\u7a76\u3002\u5728\u6b64\uff0c\u6211\u4eec\u63d0\u51fa\u6743\u53d8\u8868\u5f81<\/span>\uff08<\/span>contingency representation\uff09<\/span><\/span>\uff0c\u5b9a\u4e49\u4e3a\u672a\u6765\u884c\u4e3a\u5982\u4f55\u4f9d\u8d56\u4e8e\u5373\u5c06\u53d1\u751f\u7684\u4e8b\u4ef6\u7684\u6620\u5c04\uff0c\u53ef\u4ee5\u7edf\u4e00\u5de5\u4f5c\u8bb0\u5fc6\u548c\u8ba1\u5212\u8ba1\u7b97\u3002\u6211\u4eec\u8bbe\u8ba1\u4e86\u4e00\u4e2a\u80fd\u591f\u533a\u5206\u4e0d\u540c\u7c7b\u578b\u8868\u5f81\u7684\u4efb\u52a1\u3002\u5728\u4efb\u52a1\u4f18\u5316\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u4e2d\uff0c\u6211\u4eec\u7814\u7a76\u4e86\u6743\u53d8\u8868\u5f81\u7684\u53ef\u80fd\u7535\u8def\u673a\u5236\uff0c\u53d1\u73b0\u8fd9\u4e9b\u8868\u5f81\u53ef\u4ee5\u89e3\u91ca\u5de5\u4f5c\u8bb0\u5fc6\u4efb\u52a1\u4e2d\u6765\u81ea\u524d\u989d\u53f6\u76ae\u5c42\u7684\u795e\u7ecf\u751f\u7406\u5b66\u89c2\u5bdf\u3002\u6211\u4eec\u7684\u5b9e\u9a8c\u8868\u660e\uff0c\u4eba\u7c7b\u884c\u4e3a\u4e0e\u6743\u53d8\u8868\u5f81\u76f8\u4e00\u81f4\uff0c\u800c\u4e0d\u662f\u4e0e\u5de5\u4f5c\u8bb0\u5fc6\u7684\u4f20\u7edf\u611f\u5b98\u6a21\u578b\u76f8\u4e00\u81f4\u3002\u6700\u540e\uff0c\u6211\u4eec\u5bf9\u795e\u7ecf\u6570\u636e\u751f\u6210\u4e86\u53ef\u8bc1\u5b9e\u7684\u9884\u6d4b\uff0c\u4ee5\u786e\u5b9a\u795e\u7ecf\u6570\u636e\u4e2d\u7684\u6743\u53d8\u8868\u5f81\uff0c\u5e76\u5c06\u4e0d\u540c\u7684\u5de5\u4f5c\u8bb0\u5fc6\u6a21\u578b\u5206\u79bb\u51fa\u6765\u3002\u6211\u4eec\u7684\u7814\u7a76\u7ed3\u679c\u63cf\u8ff0\u4e86\u4e00\u79cd\u795e\u7ecf\u8868\u5f81\u7b56\u7565\uff0c\u5b83\u53ef\u4ee5\u5c06\u5de5\u4f5c\u8bb0\u5fc6\u3001\u8ba1\u5212\u548c\u4f9d\u8d56\u73af\u5883\u7684\u51b3\u7b56\u7edf\u4e00\u8d77\u6765\u3002<\/span><\/p>\n

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<\/span><\/p>\n

<\/p>\n

\u56fe\uff1aCDL \u8bad\u7ec3\u7684 RNN \u7684\u529f\u80fd\u6743\u53d8\u5b50\u7a7a\u95f4\u3002\uff08A\uff09RNN \u6a21\u578b\u7684\u7ed3\u6784\u793a\u610f\u56fe\u3002\u9690\u85cf\u5c42\u7531 200 \u4e2a\u5168\u8fde\u63a5\u7684 ReLU \u795e\u7ecf\u5143\u7ec4\u6210\u3002\uff08B\uff09\u6211\u4eec\u901a\u8fc7\u5bf9\u665a\u671f\u5ef6\u8fdf\u671f\u7684\u5355\u5143\u72b6\u6001\u8fdb\u884c\u7ebf\u6027\u56de\u5f52\uff0c\u5b9a\u4e49\u4e86\u4e00\u4e2a\u6743\u53d8\u5b50\u7a7a\u95f4\uff0c\u4ee5\u786e\u5b9a\u201c\u5bf9 B=0 \u7684\u53cd\u5e94\u201d\u548c\u201c\u5bf9 B=1 \u7684\u53cd\u5e94\u201d\u6240\u6cbf\u7684\u4e24\u4e2a\u8f74\u3002\uff08C\uff09\u6bd4\u8f83\u6743\u53d8\u5b50\u7a7a\u95f4\u4e0e\u968f\u673a\u4e8c\u7ef4\u4efb\u52a1\u76f8\u5173\u5b50\u7a7a\u95f4\u7684\u53d8\u5f02\u91cf\u4e92\u6362\u8bd5\u9a8c\u3002\uff08D\uff09\u5bf9 20 \u4e2a\u968f\u673a\u521d\u59cb\u5316\u7684 RNN \u590d\u5236\u4e86 B \u4e2d\u7684\u5206\u6790\uff0c\u5e76\u7ed8\u5236\u4e86\u4e0e\u540c\u7b49\u7ef4\u5ea6\u7684\u968f\u673a\u4efb\u52a1\u76f8\u5173\u5b50\u7a7a\u95f4\u7684\u5e73\u5747\u65b9\u5dee\u76f8\u6bd4\uff0c\u6743\u53d8\u5b50\u7a7a\u95f4\u6240\u6355\u83b7\u7684\u65b9\u5dee\u5206\u5e03\u3002\uff08E\uff09\u6270\u52a8\u5206\u6790\u7684\u5e73\u5747 CDL \u6027\u80fd\uff08\u51c6\u786e\u6027\uff09\uff0c\u5176\u4e2d RNN \u72b6\u6001\u5728\u7ebf\u7d22 B \u5f00\u59cb\u524d\u7684\u65f6\u95f4\u70b9\u88ab\u4e00\u4e2a\u7ed9\u5b9a\u89c4\u8303\u7684\u968f\u673a\u77e2\u91cf\u6270\u52a8\uff0c\u8be5\u968f\u673a\u77e2\u91cf\u53ef\u4ee5\u5728\u6743\u53d8\u5b50\u7a7a\u95f4\uff08\u9752\u8272\u7ebf\uff09\u6216\u6b63\u4ea4\u4efb\u52a1\u76f8\u5173\u5b50\u7a7a\u95f4\uff08\u7070\u8272\u7ebf\uff09\u4e2d\u3002\u6270\u52a8\u5e45\u5ea6\uff0c\u5373\u6270\u52a8\u7684\u5e38\u6570\uff0c\u662f\u4f9d\u6b21\u589e\u52a0\u7684\u3002\u9634\u5f71\u533a\u57df\u4ee3\u8868\u91cd\u590d RNNs \u7684 SEMs\u3002\u7ea2\u8272\u865a\u7ebf\u4ee3\u8868\u6743\u53d8\u884c\u4e3a\u3002\uff08F\uff09\u5229\u7528\u6743\u53d8\u8868\u5f81\u7684 CDL \u53cd\u5e94\u9009\u62e9\u7684\u7406\u8bba\u793a\u610f\u56fe\u3002\u5b9e\u7ebf\u7bad\u5934\u4ee3\u8868\u7531\u7ebf\u7d22 B=0 \u5f15\u8d77\u7684\u8f68\u8ff9\uff0c\u865a\u7ebf\u7bad\u5934\u4ee3\u8868\u7531\u7ebf\u7d22 B=1 \u5f15\u8d77\u7684\u8f68\u8ff9\u3002\u975e\u7ebf\u6027\u5206\u79bb\u77e9\u9635\u8fb9\u754c\uff08\u7070\u8272\uff09\u5212\u5206\u4e86\u72b6\u6001\u7a7a\u95f4\u7684\u533a\u57df\uff0c\u7f51\u7edc\u5c06\u4ece\u8fd9\u4e9b\u533a\u57df\u8fc7\u6e21\u5230 0 \u6216 1 \u7684\u53cd\u5e94\u72b6\u6001\u3002\uff08G\uff09RNN \u6a21\u578b\u7684\u5e73\u5747\u6743\u53d8\u5b50\u7a7a\u95f4\u8f68\u8ff9\uff0c\u4ece\u7ebf\u7d22 B \u7684\u5f00\u59cb\u5230\u504f\u79fb\uff0c\u8f68\u8ff9\u88ab\u6743\u53d8\u548c\u7ebf\u7d22 B \u5212\u5206\u3002x \u8f74\u548c y \u8f74\u4ee3\u8868\u6743\u53d8\u5b50\u7a7a\u95f4\uff0c\u800c z \u8f74\u662f RNN \u6a21\u578b\u7684\u8f93\u51fa\u8f74\u3002<\/span><\/section>\n


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4.\u57fa\u672c\u7f51\u7edc\u6a21\u4f53<\/strong><\/p>\n

\u5bf9\u6270\u52a8\u96c6\u4f53\u54cd\u5e94\u7684\u5f71\u54cd<\/strong><\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n

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\u8bba\u6587\u9898\u76ee\uff1aImpact of basic network motifs on the collective response to perturbations<\/span><\/p>\n

\u8bba\u6587\u6765\u6e90\uff1aNature Communications<\/em><\/span><\/p>\n

\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/www.nature.com\/articles\/s41467-022-32913-w<\/span><\/p>\n<\/section>\n<\/section>\n<\/blockquote>\n


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\u8bb8\u591a\u96c6\u4f53\u73b0\u8c61\uff0c\u5982\u7f51\u7edc\u4e0a\u7684\u793e\u4f1a\u7ecf\u6d4e\u7cfb\u7edf\u4e2d\u7684\u6d41\u884c\u75c5\u4f20\u64ad\u548c\u7ea7\u8054\u6545\u969c\uff0c\u90fd\u662f\u7531\u52a8\u529b\u5b66\u7684\u6270\u52a8\u5f15\u8d77\u7684\u3002\u6270\u52a8\u5982\u4f55\u5728\u7f51\u7edc\u4e2d\u4f20\u64ad\u3001\u5f71\u54cd\u548c\u7834\u574f\u5176\u529f\u80fd\uff0c\u53ef\u80fd\u53d6\u51b3\u4e8e\u7f51\u7edc\u3001\u6270\u52a8\u7684\u7c7b\u578b\u548c\u4f4d\u7f6e\u4ee5\u53ca\u4f20\u64ad\u7684\u52a8\u529b\u5b66\u3002\u4ee5\u524d\u7684\u5de5\u4f5c\u5206\u6790\u4e86\u4f20\u64ad\u8def\u5f84\u4e0a\u7684\u8282\u70b9\u7684\u5ef6\u7f13\u6548\u5e94\uff0c\u63d0\u51fa\u4e86\u4e00\u4e9b\u77ac\u65f6\u4f20\u64ad\u7684\u201c\u6807\u5ea6\u201d\u673a\u5236\uff0c\u4f5c\u4e3a\u7f51\u7edc\u8282\u70b9\u5ea6\u7684\u51fd\u6570\uff0c\u4f46\u6ca1\u6709\u8003\u8651\u4e09\u89d2\u5f62\u7b49\u6a21\u4f53<\/span>\uff08motif\uff09<\/span> \u7684\u60c5\u51b5\u3002\u7136\u800c\uff0c\u7ecf\u9a8c\u6027\u7f51\u7edc\u5305\u62ec\u4f7f\u7cfb\u7edf\u6b63\u5e38\u8fd0\u884c\u7684\u6a21\u4f53\u3002\u5728\u8fd9\u91cc\uff0c\u6211\u4eec\u8868\u660e\uff0c\u4f20\u64ad\u8def\u5f84\u4e0a\u7684\u57fa\u672c\u6a21\u4f53\u5171\u540c\u51b3\u5b9a\u4e86\u4ee5\u524d\u63d0\u51fa\u7684\u8ddd\u79bb\u9650\u5236\u4f20\u64ad\u548c\u5ea6\u6570\u9650\u5236\u4f20\u64ad\u7684\u6807\u5ea6\u673a\u5236\uff0c\u751a\u81f3\u505c\u6b62\u4e86\u5b83\u4eec\u7684\u5b58\u5728\u3002\u6211\u4eec\u7684\u7ed3\u679c\u8868\u660e\uff0c\u8fd9\u4e9b\u6807\u5ea6\u5236\u5ea6\u6709\u4e00\u4e2a\u6839\u672c\u6027\u7684\u504f\u79bb\uff0c\u5e76\u63d0\u4f9b\u4e86\u5bf9\u81ea\u52a8\u529b\u5b66\u3001\u76f8\u4e92\u4f5c\u7528\u52a8\u529b\u5b66\u548c\u62d3\u6251\u5b66\u7279\u6027\u7684\u76f8\u4e92\u4f5c\u7528\u7684\u66f4\u6df1\u5165\u7684\u7406\u89e3\u3002<\/span><\/p>\n


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5.\u6709\u635f\u7535\u7f51\u632f\u8361\u5668\u6a21\u578b\u7684<\/strong><\/p>\n

\u591a\u7a33\u5b9a\u6027\u4e0e\u5f02\u5e38<\/strong><\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n

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\u8bba\u6587\u9898\u76ee\uff1aMultistability and anomalies in oscillator models of lossy power grids<\/span><\/p>\n

\u8bba\u6587\u6765\u6e90\uff1aNature Communications<\/em><\/span><\/p>\n

\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/www.nature.com\/articles\/s41467-022-32931-8<\/span><\/p>\n<\/section>\n<\/section>\n<\/blockquote>\n


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\u56fe\uff1a3-\u73af\u9762\u7684\u6295\u5f71\u7ed5\u7ec4\u5355\u5143\u5206\u533a\uff08\u5de6\uff09\u548c\u5f39\u7c27\u7f51\u7edc\u7684\u4e09\u4e2a\u5e73\u8861\u7684\u8868\u793a\uff08\u53f3\uff09\u3002\u5de6\u4fa7\u9762\u677f\u4e2d\u7684\u5f69\u8272\u533a\u57df\u8868\u793a\u5177\u6709\u76f8\u540c\u7ed5\u7ec4\u6570\u7684\u70b9\u96c6\uff0c\u5373\u7ed5\u7ec4\u5355\u5143\uff0c\u5f62\u6210 3-\u73af\u9762\u7684\u5206\u533a\u3002<\/span><\/section>\n

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6.\u4e2d\u56fd\u57ce\u5e02\u4eba\u53e3\u8001\u9f84\u5316\u3001\u4ee3\u9645\u8f6c\u6362<\/strong><\/p>\n

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\u8bba\u6587\u9898\u76ee\uff1aAging, generational shifts, and energy consumption in urban China<\/span><\/p>\n

\u8bba\u6587\u6765\u6e90\uff1aPNAS<\/em><\/span><\/p>\n

\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/www.pnas.org\/doi\/10.1073\/pnas.2210853119<\/span><\/p>\n<\/section>\n<\/section>\n<\/blockquote>\n


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\u4e2d\u56fd\u662f\u516c\u8ba4\u7684\u6700\u5927\u80fd\u6e90\u6d88\u8d39\u56fd\uff0c\u4e5f\u662f\u4eba\u53e3\u6700\u591a\u3001\u8001\u9f84\u5316\u901f\u5ea6\u6700\u5feb\u7684\u56fd\u5bb6\u3002\u7531\u4e8e\u8001\u5e74\u4eba\u548c\u5e74\u8f7b\u4eba\u5728\u6d88\u8d39\u884c\u4e3a\u4e0a\u7684\u5de8\u5927\u5dee\u5f02\u548c\u5bf9\u73af\u5883\u7684\u4e0d\u540c\u6001\u5ea6\uff0c\u6301\u7eed\u7684\u4eba\u53e3\u7ed3\u6784\u53d8\u5316\u53ef\u80fd\u4f1a\u91cd\u5851\u4e2d\u56fd\u57fa\u4e8e\u5bb6\u5ead\u7684\u80fd\u6e90\u6d88\u8d39\u6a21\u5f0f\u3002\u7136\u800c\uff0c\u76ee\u524d\u7684\u7814\u7a76\u5728\u9884\u6d4b\u4e2d\u56fd\u4eba\u53e3\u8001\u9f84\u5316\u5bf9\u80fd\u6e90\u6d88\u8d39\u7684\u5f71\u54cd\u65f6\uff0c\u5f88\u5c11\u8003\u8651\u5230\u4eba\u53e3\u7ed3\u6784\u8f6c\u578b\u8fc7\u7a0b\u4e2d\u7684\u201c\u4ee3\u9645\u95f4\u7684\u8ba4\u77e5\u5dee\u5f02\u201d\u3002\u5728\u672c\u6587\u4e2d\uff0c\u7814\u7a76\u8005\u8bc4\u4f30\u4e86\u4e2d\u56fd\u4eba\u53e3\u7ed3\u6784\u8f6c\u578b\u5bf9\u80fd\u6e90\u6d88\u8d39\u7684\u672a\u6765\u5f71\u54cd\uff0c\u5e76\u63d0\u51fa\u4e86\u4e00\u4e2a\u80fd\u533a\u5206\u5e74\u9f84\u548c\u4ee3\u9645\u6548\u5e94\u7684\u7406\u8bba\u6846\u67b6\u3002\u5177\u4f53\u800c\u8a00\uff0c\u8be5\u7814\u7a76\u4f7f\u7528\u201c\u5e74\u9f84-\u65f6\u671f-\u5bf9\u5217\u201d\u6a21\u578b<\/span>\uff08age- period- cohort, APC\uff09<\/span>\u53bb\u8d8b\u52bf\u5206\u6790\uff0c\u6839\u636e 1992 \u5e74\u81f3 2015 \u5e74\u4e2d\u56fd\u57ce\u5e02\u4f4f\u6237\u8c03\u67e5\u6570\u636e\u8bc4\u4f30\u5e74\u9f84\u548c\u4ee3\u9645\u6548\u5e94\u3002\u7ed3\u679c\u8868\u660e\uff0c\u4e0d\u540c\u7684\u5e74\u9f84\u548c\u4ee3\u9645\u5bf9\u4e8e\u80fd\u6e90\u7684\u4f7f\u7528\u503e\u5411\u5b58\u5728\u5de8\u5927\u5dee\u5f02\u3002\u8001\u5e74\u4eba\u548c\u5e74\u8f7b\u4e00\u4ee3\u5f80\u5f80\u662f\u80fd\u6e90\u5bc6\u96c6\u578b\u6d88\u8d39\u8005\uff0c\u8fd9\u4f1a\u5bfc\u81f4\u8001\u9f84\u5316\u793e\u4f1a\u7684\u80fd\u6e90\u6d88\u8017\u66f4\u9ad8\u3002\u56e0\u6b64\uff0c\u7814\u7a76\u8868\u660e\u4e2d\u56fd\u7684\u8001\u9f84\u5316\u5c06\u5728\u672a\u6765\u5bfc\u81f4\u80fd\u6e90\u6d88\u8017\u5927\u5e45\u589e\u52a0\u3002\u5230 2050 \u5e74\uff0c\u8001\u5e74\u4eba\u53e3\u7684\u53d8\u5316\u6d88\u8d39\u4efd\u989d\u5c06\u5360\u4f4f\u5b85\u80fd\u6e90\u6d88\u8d39\u603b\u91cf\u7684 17% -26%\uff0c\u63a5\u8fd1 1.15 \u4ebf\u5428\u6807\u51c6\u7164\u3002\u8fd9\u4e9b\u7814\u7a76\u7ed3\u679c\u5f3a\u8c03\u4e86\u5c06\u73af\u5883\u6559\u80b2\u653f\u7b56\u548c\u4eba\u53e3\u7ed3\u6784\u8f6c\u578b\u7ed3\u5408\u7684\u5fc5\u8981\u6027\uff0c\u4ee5\u4fc3\u8fdb\u513f\u7ae5\u548c\u9752\u5e74\u7684\u8282\u80fd\u884c\u4e3a\uff0c\u5b9e\u73b0\u4f4e\u78b3\u3001\u53ef\u6301\u7eed\u53d1\u5c55\u3002<\/span><\/p>\n


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\u56fe\uff1a\u4eba\u53e3\u7ed3\u6784\u8f6c\u578b\u5bf9\u80fd\u6e90\u6d88\u8d39\u7684\u5f71\u54cd\u673a\u5236\u3002<\/span><\/p>\n


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7.\u7834\u788e\u666f\u89c2\u4e2d\u7684\u591a\u7269\u79cd\u5171\u5b58<\/strong><\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n

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\u8bba\u6587\u9898\u76ee\uff1aMultispecies coexistence in fragmented landscapes<\/span><\/p>\n

\u8bba\u6587\u6765\u6e90\uff1aPNAS<\/em><\/span><\/p>\n

\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/www.pnas.org\/doi\/10.1073\/pnas.2201503119<\/span><\/p>\n<\/section>\n<\/section>\n<\/blockquote>\n


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8.\u8d85\u5149\u901f\u4fe1\u53f7\u5728\u95f5\u53ef\u592b\u65af\u57fa\u65f6\u7a7a\u4e2d\u7684<\/strong><\/p>\n

\u4e0d\u53ef\u80fd\u6027\u5e76\u4e0d\u6392\u9664\u56e0\u679c\u5faa\u73af<\/strong><\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n

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\u8bba\u6587\u9898\u76ee\uff1aImpossibility of Superluminal Signaling in Minkowski Spacetime Does Not Rule Out Causal Loops<\/span><\/p>\n

\u8bba\u6587\u6765\u6e90\uff1aPhysical Review Letters<\/em><\/span><\/p>\n

\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/journals.aps.org\/prl\/abstract\/10.1103\/PhysRevLett.129.110401<\/span><\/p>\n<\/section>\n<\/section>\n<\/blockquote>\n


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\u56e0\u679c\u5173\u7cfb\u662f\u79d1\u5b66\u7684\u57fa\u7840\uff0c\u4f46\u5b83\u4ee5\u51e0\u79cd\u4e0d\u540c\u7684\u5f62\u5f0f\u51fa\u73b0\u3002\u4e00\u79cd\u662f\u76f8\u5bf9\u8bba\u7684\u56e0\u679c\u5173\u7cfb\uff0c\u5b83\u4e0e\u65f6\u7a7a\u7ed3\u6784\u76f8\u8054\u7cfb\uff0c\u7981\u6b62\u5728\u672a\u6765\u4e4b\u5916\u53d1\u51fa\u4fe1\u53f7\u3002\u7b2c\u4e8c\u4e2a\u662f\u56e0\u679c\u5173\u7cfb\u7684\u64cd\u4f5c\u6027\u6982\u5ff5\uff0c\u8003\u8651\u5230\u7269\u7406\u7cfb\u7edf\u4e4b\u95f4\u7684\u4fe1\u606f\u6d41\u548c\u5bf9\u5b83\u4eec\u7684\u5e72\u9884\u3002\u5728\u8bba\u6587<\/span> [V. Vilasini and R. Colbeck, General framework for cyclic and fine-tuned causal models and their compatibility with space-time, Phys. Rev. A 106, 032204 (2022).] <\/span>\u4e2d\uff0c\u6211\u4eec\u63d0\u51fa\u4e86\u4e00\u4e2a\u6846\u67b6\uff0c\u7528\u4e8e\u63cf\u8ff0\u4e00\u4e2a\u56e0\u679c\u6a21\u578b\u4f55\u65f6\u53ef\u4ee5\u4e0e\u76f8\u5bf9\u8bba\u539f\u5219\u5171\u5b58\uff0c\u6bd4\u5982\u6ca1\u6709\u8d85\u5149\u901f\u4fe1\u53f7\uff0c\u540c\u65f6\u5141\u8bb8\u5faa\u73af\u548c\u975e\u7ecf\u5178\u7684\u56e0\u679c\u5f71\u54cd\u4ee5\u53ca\u6ca1\u6709\u4fe1\u53f7\u7684\u56e0\u679c\u5173\u7cfb\u7684\u53ef\u80fd\u6027\u3002<\/span><\/p>\n


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\u5728\u4e00\u4e2a\u6ca1\u6709\u8d85\u5149\u901f\u56e0\u679c\u5173\u7cfb\u7684\u7406\u8bba\u4e2d\uff0c\u8d85\u5149\u901f\u4fe1\u53f7\u4f20\u9012\u548c\u56e0\u679c\u5faa\u73af\u5728\u95f5\u53ef\u592b\u65af\u57fa\u65f6\u7a7a<\/span>\uff08Minkowski\uff09<\/span>\u90fd\u662f\u4e0d\u53ef\u80fd\u7684\u3002\u8fd9\u91cc\u6211\u4eec\u8bc1\u660e\uff0c\u5982\u679c\u53ea\u7981\u6b62\u8d85\u5149\u901f\u4fe1\u53f7\u4f20\u9012\uff0c\u8d85\u5149\u901f\u56e0\u679c\u5173\u7cfb\u4ecd\u7136\u662f\u53ef\u80fd\u7684\uff0c\u5e76\u663e\u793a\u4e86\u56e0\u679c\u5faa\u73af\u5728\u6570\u5b66\u4e0a\u7684\u53ef\u80fd\u6027\uff0c\u8fd9\u79cd\u56e0\u679c\u5faa\u73af\u53ef\u4ee5\u5d4c\u5165\u95f5\u53ef\u592b\u65af\u57fa\u65f6\u7a7a\u800c\u4e0d\u5bfc\u81f4\u8d85\u5149\u901f\u4fe1\u53f7\u4f20\u9012\u3002\u5728\u7ed9\u5b9a\u7684\u65f6\u7a7a\u4e2d\u5b58\u5728\u8fd9\u6837\u7684\u73af\u8def\uff0c\u539f\u5219\u4e0a\u53ef\u4ee5\u7528\u5e72\u9884\u63aa\u65bd\u8fdb\u884c\u64cd\u4f5c\u9a8c\u8bc1\u3002\u8fd9\u5c31\u786e\u5b9a\u4e86\u6ca1\u6709\u8d85\u5149\u901f\u4fe1\u53f7\u7684\u7269\u7406\u539f\u7406\u672c\u8eab\u5e76\u4e0d\u8db3\u4ee5\u6392\u9664\u95f5\u53ef\u592b\u65af\u57fa<\/span>\u65f6\u7a7a\u4e8b\u4ef6\u4e4b\u95f4\u7684\u56e0\u679c\u5faa\u73af\u3002\u6709\u8da3\u7684\u662f\uff0c\u6392\u9664\u4e00\u4e2a\u65f6\u7a7a\u4e2d\u7684\u56e0\u679c\u5faa\u73af\u6240\u9700\u7684\u6761\u4ef6\u53d6\u51b3\u4e8e\u7ef4\u5ea6\u3002\u8fd9\u79cd\u73af\u8def\u5728\u4e09\u4e2a\u7a7a\u95f4\u7ef4\u5ea6\u4e0a\u662f\u5426\u53ef\u80fd\uff0c\u4ecd\u7136\u662f\u4e00\u4e2a\u91cd\u8981\u7684\u60ac\u800c\u672a\u51b3\u7684\u95ee\u9898\u3002<\/span><\/p>\n


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\u56fe\uff1a\u4e09\u4e2a\u56e0\u679c\u6a21\u578b\u7684\u4f8b\u5b50\u548c\u5b83\u4eec\u5728\uff081+1\uff09- Minkowski \u65f6\u7a7a\u7684\u517c\u5bb9\u5d4c\u5165\u3002\u5728\u6bcf\u4e2a\u4f8b\u5b50\u4e2d\uff0c\u4e0e\u6a21\u578b\u76f8\u5173\u7684\u64cd\u4f5c\u6027\u56e0\u679c\u7ed3\u6784\u7528\u9ed1\u8272\u7ed9\u51fa\uff0c\u5708\u51fa\u7684\u53d8\u91cf\u662f\u89c2\u5bdf\u5230\u7684\u8282\u70b9\uff0c\u800c\u672a\u5708\u51fa\u7684\u5219\u4e0d\u662f\uff0c\u9ed1\u8272\u7bad\u5934\u8868\u793a\u56e0\u679c\u5173\u7cfb\u3002\u65f6\u7a7a\u4fe1\u606f\u7528\u84dd\u8272\u7ed9\u51fa\uff0c\u65f6\u95f4\u6cbf\u7eb5\u8f74\uff0c\u7a7a\u95f4\u6cbf\u6a2a\u8f74\u3002\u5b9e\u7ebf\u4ee3\u8868\u7c7b\u5149\u8868\u9762\uff0c\u9634\u5f71\u533a\u57df\u5bf9\u5e94\u4e8e\u6240\u6709\u60c5\u51b5\u4e0b A \u548c C \u7684\u8054\u5408\u672a\u6765\u3002<\/span><\/section>\n

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<\/svg><\/section>\n<\/section>\n<\/section>\n
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\u5173\u4e8eComplexity Express<\/strong><\/strong><\/p>\n<\/section>\n

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

<\/section>\n
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Complex World, Simple Rules.<\/span><\/section>\n
\u590d\u6742\u4e16\u754c\uff0c\u7b80\u5355\u89c4\u5219\u3002<\/section>\n<\/blockquote>\n
\u7531\u4e8e\u5b66\u79d1\u4ea4\u53c9\u878d\u5408\uff0c\u5927\u91cf\u9488\u5bf9\u590d\u6742\u7cfb\u7edf\u7684\u7814\u7a76\u6210\u679c\u6563\u843d\u5728\u4eba\u5de5\u667a\u80fd\u3001\u7edf\u8ba1\u7269\u7406\u3001\u7f51\u7edc\u79d1\u5b66\u3001\u6570\u636e\u79d1\u5b66\u3001\u8ba1\u7b97\u793e\u4f1a\u79d1\u5b66\u3001\u751f\u547d\u79d1\u5b66\u3001\u8ba4\u77e5\u79d1\u5b66\u7b49\u7b49\u4e0d\u540c\u9886\u57df\u7684\u671f\u520a\u4f1a\u8bae\u4e2d\uff0c\u7f3a\u4e4f\u6574\u5408\u3002<\/span><\/section>\n

 <\/span><\/strong><\/p>\n

\u4e3a\u4e86\u8ba9\u5927\u5bb6\u80fd\u53ca\u65f6\u628a\u63e1\u590d\u6742\u7cfb\u7edf\u9886\u57df\u91cd\u8981\u7684\u7814\u7a76\u8fdb\u5c55\uff0c\u6211\u4eec\u9686\u91cd\u63a8\u51fa\u300cComplexity Express\u300d\u670d\u52a1\uff0c\u6c47\u603b\u590d\u6742\u7cfb\u7edf\u76f8\u5173\u7684\u6700\u65b0\u9876\u520a\u8bba\u6587\u3002<\/span><\/strong><\/p>\n

 <\/span><\/section>\n

\n
Complexity Express \u662f\u4ec0\u4e48\uff1f<\/span><\/strong><\/span><\/section>\n

<\/section>\n<\/h4>\n
Complexity Express \u6bcf\u5929\u722c\u53d6\u590d\u6742\u7cfb\u7edf\u9886\u57df\u6700\u65b0\u53d1\u8868\u7684\u9876\u520a\u8bba\u6587\uff0c\u6bcf\u5468\u901a\u8fc7\u201c\u96c6\u667a\u6591\u56fe\u201d\u670d\u52a1\u53f7\u6c47\u603b\u63a8\u9001\u3002<\/span><\/section>\n
 <\/span><\/section>\n
\u8fdb\u5165 Complexity Express \u9875\u9762\u5373\u53ef\u968f\u65f6\u67e5\u770b\u9876\u520a\u8bba\u6587\u66f4\u65b0\uff0c\u4f60\u4e5f\u53ef\u4ee5\u901a\u8fc7\u5fae\u4fe1\u63a5\u6536\u7814\u7a76\u66f4\u65b0\u63a8\u9001\u548c\u4e00\u5468\u6c47\u603b\u3002<\/span><\/section>\n

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

\n

<\/section>\n
Complexity Express \u4e3a\u8c01\u670d\u52a1\uff1f<\/span><\/strong><\/span><\/section>\n

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    \n
  • \n

    \u5982\u679c\u4f60\u662f\u590d\u6742\u7cfb\u7edf\u9886\u57df\u7684\u7814\u7a76\u8005\uff0c\u53ef\u83b7\u5f97\u91cd\u8981\u8bba\u6587\u4e0a\u7ebf\u901a\u77e5\uff0c\u6bcf\u5468\u83b7\u53d6\u6700\u65b0\u9876\u520a\u8bba\u6587\u6c47\u603b\u3002<\/p>\n<\/li>\n

  • \n

    \u5982\u679c\u4f60\u662f\u590d\u6742\u7cfb\u7edf\u9886\u57df\u7684\u5b66\u4e60\u8005\uff0c\u53ef\u4e86\u89e3\u5b66\u754c\u5173\u6ce8\u7684\u524d\u6cbf\u95ee\u9898\uff0c\u628a\u63e1\u4e13\u4e1a\u53d1\u5c55\u8109\u7edc\u3002<\/p>\n<\/li>\n

  • \n

    \u5982\u679c\u4f60\u662f\u4f20\u7edf\u7684\u751f\u547d\u79d1\u5b66\u3001\u793e\u4f1a\u79d1\u5b66\u7b49\u5b66\u79d1\u4e2d\u7684\u7814\u7a76\u8005\/\u5b66\u4e60\u8005\uff0c\u53ef\u4ee5\u4ece\u590d\u6742\u79d1\u5b66\u548c\u8de8\u5b66\u79d1\u7814\u7a76\u4e2d\u83b7\u5f97\u7075\u611f\u542f\u53d1\u3002<\/p>\n<\/li>\n

  • \n
    \u5982\u679c\u4f60\u662f\u5173\u6ce8\u524d\u6cbf\u7814\u7a76\u53d1\u73b0\u7684\u77e5\u8bc6\u730e\u624b\uff0c\u53ef\u83b7\u5f97\u590d\u6742\u7cfb\u7edf\u7814\u7a76\u5bf9\u81ea\u7136\u548c\u4eba\u7c7b\u4e16\u754c\u7684\u6700\u65b0\u6d1e\u89c1\u3002<\/section>\n<\/li>\n<\/ul>\n

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

    Complexity Express \u680f\u76ee\u4e5f\u662f\u96c6\u667a\u4ff1\u4e50\u90e8\u516c\u4f17\u53f7\u7684\u4e3b\u8981\u9009\u9898\u6765\u6e90\uff0c\u8bda\u631a\u9080\u8bf7\u4f60\u8ba2\u9605\uff0c\u4e0e\u6211\u4eec\u4fe1\u606f\u540c\u6b65\u3002<\/span><\/section>\n
     <\/span><\/section>\n

    \n
    Complexity Express \u8bba\u6587\u4ece\u54ea\u91cc\u6765\uff1f<\/span><\/strong><\/span><\/section>\n

    <\/section>\n<\/h4>\n
    \u8003\u8651\u590d\u6742\u7cfb\u7edf\u7814\u7a76\u5f80\u5f80\u5c5e\u4e8e\u8de8\u5b66\u79d1\u5de5\u4f5c\uff0c\u6211\u4eec\u4e3b\u8981\u6293\u53d6\u7efc\u5408\u7c7b\u548c\u6cdb\u7269\u7406\u7c7b\/\u8ba1\u7b97\u673a\u7c7b\u7684\u9876\u7ea7\u671f\u520a\uff0c\u4ece\u6bcf\u5468\u65b0\u53d1\u8868\u7684\u6570\u767e\u7bc7\u8bba\u6587\u4e2d\u7cbe\u9009\u51fa\u4e0e\u590d\u6742\u7cfb\u7edf\u76f8\u5173\u7684\u8bba\u6587\u3002<\/span><\/section>\n
     <\/span><\/section>\n
    Complexity Express \u53c2\u8003\u5f71\u54cd\u56e0\u5b50\u548c\u5b66\u8005\u53e3\u7891\uff0c\u9009\u62e9\u4e86\u5982\u4e0b\u671f\u520a\uff0c\u6bcf\u65e5\u722c\u53d6\u5176\u8bba\u6587\u66f4\u65b0\uff1a<\/span><\/section>\n
      \n
    • \n

      Nature<\/em><\/p>\n<\/li>\n

    • \n

      Science<\/em><\/p>\n<\/li>\n

    • \n

      PNAS<\/em><\/p>\n<\/li>\n

    • \n

      Nature Communications<\/em><\/p>\n<\/li>\n

    • \n

      Science Advances<\/em><\/p>\n<\/li>\n

    • \n

      Physics Reports<\/em><\/p>\n<\/li>\n

    • \n

      Physical Review Letters<\/em><\/p>\n<\/li>\n

    • \n

      Physical Review X<\/em><\/p>\n<\/li>\n

    • \n

      Nature Physics<\/em><\/p>\n<\/li>\n

    • \n

      Nature Human Behaviour<\/em><\/p>\n<\/li>\n

    • \n

      Nature Machine Intelligence<\/em><\/p>\n<\/li>\n

    • \n
      Review of Modern Physics<\/em><\/section>\n<\/li>\n
    • \n
      Nature Review Physics<\/em><\/section>\n<\/li>\n
    • \n
      Nature Computational Science<\/em><\/section>\n<\/li>\n
    • \n
      National Science Review<\/em><\/section>\n<\/li>\n
    • \n
      \u66f4\u591a\u671f\u520a\u6301\u7eed\u589e\u8865\u4e2d\uff0c\u6b22\u8fce\u63a8\u8350\u4f60\u8ba4\u4e3a\u91cd\u8981\u7684\u671f\u520a\uff01<\/section>\n<\/li>\n<\/ul>\n
       <\/span><\/section>\n
      \u5982\u679c\u4f60\u5728 Complexity Express \u4e2d\u53d1\u73b0\u4e86\u611f\u5174\u8da3\u7684\u8bba\u6587\uff0c\u8bf7\u7acb\u523b\u201c\u70b9\u8d5e\u201d\uff01\u6bcf\u5468\u6700\u9ad8\u8d5e\u7684\u8bba\u6587\uff0c\u96c6\u667a\u7f16\u8f91\u90e8\u5c06\u7ec4\u7ec7\u4e13\u4e1a\u89e3\u8bfb~<\/span><\/strong><\/section>\n
       <\/span><\/section>\n

      \n
      Complexity Express \u8ffd\u8e2a\u54ea\u4e9b\u9886\u57df\uff1f<\/span><\/strong><\/section>\n

      <\/section>\n<\/h4>\n
      \u6211\u4eec\u529b\u6c42\u517c\u987e\u70ed\u70b9\u8ffd\u8e2a\u4e0e\u9886\u57df\u8986\u76d6\uff0c\u76ee\u524d\u7b5b\u9009\u7684\u8bba\u6587\u4e3b\u8981\u96c6\u4e2d\u5728\u5982\u4e0b\u4e0e\u590d\u6742\u6027\u5173\u7cfb\u5bc6\u5207\u7684\u9886\u57df\uff1a<\/span><\/section>\n
        \n
      • \n
        \u590d\u6742\u7cfb\u7edf\u57fa\u672c\u7406\u8bba<\/span><\/section>\n<\/li>\n
      • \n
        \u590d\u6742\u7f51\u7edc\u65b9\u6cd5\u53ca\u5e94\u7528<\/span><\/section>\n<\/li>\n
      • \n
        \u56fe\u7f51\u7edc\u4e0e\u6df1\u5ea6\u5b66\u4e60<\/span><\/section>\n<\/li>\n
      • \n
        \u8ba1\u7b97\u673a\u5efa\u6a21\u4e0e\u4eff\u771f<\/span><\/section>\n<\/li>\n
      • \n
        \u7edf\u8ba1\u7269\u7406\u4e0e\u590d\u6742\u7cfb\u7edf<\/span><\/section>\n<\/li>\n
      • \n
        \u91cf\u5b50\u8ba1\u7b97\u4e0e\u91cf\u5b50\u4fe1\u606f<\/span><\/section>\n<\/li>\n
      • \n
        \u751f\u6001\u7cfb\u7edf\u3001\u8fdb\u5316\u3001\u751f\u7269\u7269\u7406\u7b49<\/span><\/section>\n<\/li>\n
      • \n
        \u7cfb\u7edf\u751f\u7269\u5b66\u4e0e\u5408\u6210\u751f\u7269\u5b66<\/span><\/section>\n<\/li>\n
      • \n
        \u8ba1\u7b97\u795e\u7ecf\u79d1\u5b66\u4e0e\u8ba4\u77e5\u795e\u7ecf\u79d1\u5b66<\/span><\/section>\n<\/li>\n
      • \n
        \u8ba1\u7b97\u793e\u4f1a\u79d1\u5b66\u4e0e\u793e\u4f1a\u7ecf\u6d4e\u590d\u6742\u7cfb\u7edf<\/span><\/section>\n<\/li>\n
      • \n
        \u57ce\u5e02\u79d1\u5b66\u4e0e\u4eba\u7c7b\u884c\u4e3a<\/span><\/section>\n<\/li>\n
      • \n
        \u79d1\u5b66\u5b66<\/span><\/section>\n<\/li>\n
      • \n
        \u8ba1\u7b97\u6d41\u884c\u75c5\u5b66<\/span><\/section>\n<\/li>\n
      • \n
        \u4ee5\u53ca\u4e00\u4e9b\u9886\u57df\u5c0f\u4f17\uff0c\u4f46\u6709\u8da3\u7684\u5de5\u4f5c<\/section>\n<\/li>\n<\/ul>\n
         <\/span><\/section>\n
        \u7531\u4e8e\u590d\u6742\u6027\u7814\u7a76\u9886\u57df\u6a2a\u8de8\u591a\u4e2a\u5b66\u79d1\uff0c\u7814\u7a76\u8bba\u6587\u6563\u843d\u5728\u4e0d\u540c\u7684\u671f\u520a\u4e0a\uff0c\u5f88\u96be\u4e0d\u91cd\u4e0d\u6f0f\u5730\u628a\u63e1\u6700\u65b0\u5de5\u4f5c\u3002\u9488\u5bf9\u590d\u6742\u6027\u9886\u57df\u7684\u8bba\u6587\u7b5b\u9009\uff0c\u6211\u4eec\u4e13\u95e8\u8bbe\u8ba1\u4e86\u7b97\u6cd5\u3002\u7ecf\u8fc7\u6570\u6708\u7684\u8bad\u7ec3\u8fed\u4ee3\u4f18\u5316\uff0c\u76ee\u524d\u5bf9\u4e0a\u8ff0\u9886\u57df\u722c\u53d6\u51c6\u786e\u7387\u8fbe\u523090%\u4ee5\u4e0a\u3002<\/span><\/section>\n
         <\/span><\/section>\n
        \u5c06\u6765\u6211\u4eec\u8fd8\u4f1a\u6839\u636e\u4f60\u7684\u5177\u4f53\u7814\u7a76\u9886\u57df\uff0c\u63a8\u51fa\u7814\u7a76\u5206\u7c7b\u4e0e\u4e2a\u6027\u5316\u7684\u8ba2\u9605\u670d\u52a1\uff0c\u656c\u8bf7\u671f\u5f85\uff01<\/span><\/section>\n
         <\/span><\/section>\n
        \u7531\u4e8e\u590d\u6742\u6027\u9886\u57df\u6d89\u53ca\u7684\u8bba\u6587\u5173\u952e\u8bcd\u548c\u7814\u7a76\u95ee\u9898\u7eb7\u7e41\u590d\u6742\uff0c\u6240\u4ee5\u7b97\u6cd5\u96be\u514d\u6709\u4e0d\u6210\u719f\u7684\u5730\u65b9\uff0c\u5982\u679c\u4f60\u53d1\u73b0\u6211\u4eec\u6709\u6f0f\u6389\u7684\u91cd\u8981\u8bba\u6587\uff0c\u6216\u8005\u722c\u5230\u4e86\u9886\u57df\u6709\u504f\u5dee\u7684\u8bba\u6587\uff0c\u6b22\u8fce\u8054\u7cfb\u6211\u4eec<\/span>\uff08\u5c0f\u52a9\u624b\u5fae\u4fe1\uff1aswarmaAI\uff09<\/span>\uff0c\u5e2e\u52a9\u6211\u4eec\u6301\u7eed\u4f18\u5316\u7b97\u6cd5\u3002<\/span><\/section>\n

        <\/section>\n
        \u5982\u679c\u4f60\u5bf9\u79d1\u5b66\u5b66\u3001\u8ba1\u7b97\u672f\u8bed\u5b66\u7b49\u611f\u5174\u8da3\u5e76\u6709\u4ee3\u7801\u80fd\u529b\uff0c\u6b22\u8fce\u62a5\u540d\u6210\u4e3a\u96c6\u667a\u7b97\u6cd5\u5fd7\u613f\u8005\/\u5b9e\u4e60\u751f<\/span>\uff08\u5177\u4f53\u8bf7\u90ae\u4ef6\u8054\u7cfb\u7b97\u6cd5\u7ec4\u8d1f\u8d23\u4ebahuqiao@swarma.org\uff09<\/span>\u3002<\/span><\/section>\n

        <\/section>\n
        \u5982\u679c\u4f60\u5bf9\u590d\u6742\u79d1\u5b66\u53ca\u76f8\u5173\u8de8\u5b66\u79d1\u7814\u7a76\u6709\u957f\u671f\u5174\u8da3\uff0c\u5e76\u4e50\u4e8e\u89e3\u8bfb\u5206\u4eab\uff0c\u6b22\u8fce\u52a0\u5165\u96c6\u667a\u4f5c\u8005\u56e2\u961f<\/span>\uff08\u5177\u4f53\u8bf7\u90ae\u4ef6\u8054\u7cfb\u7f16\u8f91\u90e8\u8d1f\u8d23\u4ebaliupeiyuan@swarma.org\uff09<\/span>\u3002<\/span><\/strong><\/section>\n

        <\/section>\n

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

        <\/section>\n

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

        \u66f4\u591a\u8bba\u6587<\/span><\/strong><\/strong><\/p>\n<\/section>\n

        \n

        <\/section>\n

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

        <\/section>\n
        \u66f4\u591a\u590d\u6742\u6027\u9876\u520a\u8bba\u6587\uff0c\u8bf7\u5230Complexity Express\u9875\u9762\u67e5\u770b\u3002\u8ba2\u9605\u5373\u53ef\u6bcf\u5468\u83b7\u53d6\u66f4\u65b0\u63d0\u9192\u3002<\/span><\/section>\n
               <\/span><\/section>\n

        <\/section>\n

        <\/section>\n

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