{"id":18185,"date":"2020-01-24T13:48:41","date_gmt":"2020-01-24T05:48:41","guid":{"rendered":"https:\/\/swarma.org\/?p=18185"},"modified":"2020-01-24T13:48:41","modified_gmt":"2020-01-24T05:48:41","slug":"%e4%b8%ba%e4%bb%80%e4%b9%88%e7%97%85%e6%af%92%e6%89%a9%e6%95%a3%e8%bf%99%e4%b9%88%e5%bf%ab%ef%bc%9f%e4%bb%8e%e7%bd%91%e7%bb%9c%e7%a7%91%e5%ad%a6%e8%a7%86%e8%a7%92%e7%9c%8b%e5%a4%a7%e8%a7%84%e6%a8%a1","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=18185","title":{"rendered":"\u4e3a\u4ec0\u4e48\u75c5\u6bd2\u6269\u6563\u8fd9\u4e48\u5feb\uff1f\u4ece\u7f51\u7edc\u79d1\u5b66\u89c6\u89d2\u770b\u5927\u89c4\u6a21\u6d41\u884c\u75c5\u4f20\u64ad"},"content":{"rendered":"
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\u5bfc\u8bed<\/span><\/strong><\/span><\/section>\n
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\u5c81\u672b\u752b\u81f3\uff0c\u65b0\u578b\u51a0\u72b6\u75c5\u6bd2\u5f15\u8d77\u7684\u6d41\u611f\u75ab\u60c5\u7275\u52a8\u4eba\u5fc3<\/span>\uff0c\u4eba\u4eec\u5f00\u59cb\u8d8a\u6765\u8d8a\u91cd\u89c6\u6d41\u884c\u75c5\u4f20\u64ad\u7684\u4e25\u91cd\u6027\u3002\u6d41\u884c\u75c5\u4e0e\u75c5\u6bd2\u4f20\u64ad<\/span>\u662f\u81ea\u7f51\u7edc\u79d1\u5b66\u7684\u91cd\u8981\u8bfe\u9898\uff0c\u672c\u5c1d\u8bd5\u4ece\u590d\u6742\u7f51\u7edc\u7814\u7a76\u7684\u89d2\u5ea6\uff0c\u68b3\u7406\u4e00\u7cfb\u5217\u7684\u76f8\u5173\u7814\u7a76\uff0c\u4ecb\u7ecd\u5bf9\u5927\u89c4\u6a21\u6d41\u884c\u75c5\u4f20\u64ad\u8fc7\u7a0b\u7684\u8ba4\u8bc6\u3002<\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n


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\u6d41\u884c\u75c5\u6307\u7684\u662f\u53ef\u4ee5\u611f\u67d3\u5927\u591a\u6570\u4eba\u7684\u4f20\u67d3\u6027\u75be\u75c5\uff0c\u4e14\u80fd\u5728\u8f83\u77ed\u7684\u65f6\u95f4\u5185\u5e7f\u6cdb\u8513\u5ef6\u7684\u4f20\u67d3\u75c5\uff0c\u5982\u6d41\u884c\u6027\u611f\u5192\u3001\u8111\u819c\u708e\u3001\u970d\u4e71\u7b49\u3002\u4e00\u76f4\u4ee5\u6765\uff0c\u6d41\u884c\u75c5\u5a01\u80c1\u7740\u4eba\u7c7b\u751f\u547d\u5b89\u5168\uff0c\u662f\u7ef4\u7cfb\u56fd\u5bb6\u516c\u5171\u536b\u751f\u5b89\u5168\u7684\u57fa\u7840\u3002\u636e\u53f2\u6599\u8bb0\u8f7d\uff0c\u6211\u56fd\u66fe\u906d\u53d7\u8fc7\u8fd1\u767e\u6b21\u5927\u89c4\u6a21\u6d41\u884c\u75c5\uff0c\u5bfc\u81f4\u81f3\u5c11\u5343\u4e07\u4eba\u4e27\u5931\u751f\u547d\u3002\u5728\u6b27\u6d32\uff0c\u897f\u73ed\u7259\u6d41\u611f\u5bfc\u81f4\u81f3\u5c115000\u4e07\u4eba\u6b7b\u4e8e\u6b64\u75ab\u30022020\u5e74\uff0c\u6b66\u6c49\u6d41\u611f\u5df2\u5bfc\u81f4\u81f3\u5c11\u6570\u767e\u4eba\u611f\u67d3\uff0c\u6570\u5341\u4eba\u4e27\u751f\u3002\u63ed\u793a\u5927\u89c4\u6a21\u6d41\u884c\u75c5\u4f20\u64ad\u89c4\u5f8b\uff0c\u63d0\u51fa\u5207\u5b9e\u53ef\u884c\u7684\u9632\u63a7\u5e72\u9884\u63aa\u65bd\u523b\u4e0d\u5bb9\u7f13\uff0c\u5f15\u8d77\u4e86\u6765\u81ea\u516c\u536b\u3001\u533b\u5b66\u3001\u6570\u5b66\u3001\u7269\u7406\u5b66\u548c\u7f51\u7edc\u79d1\u5b66\u7b49\u5404\u4e2a\u9886\u57df\u5b66\u8005\u7684\u5173\u6ce8[1]\u3002<\/span><\/p>\n


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\u6765\u81ea\u7f51\u7edc\u79d1\u5b66\u9886\u57df\u7684\u5b66\u8005\u4eec\u5c06\u4eba\u4e0e\u4eba\u3001\u4eba\u4e0e\u52a8\u7269\u3001\u57ce\u5e02\u4e0e\u57ce\u5e02\u7b49\u8fde\u63a5\u6a21\u5f0f\u62bd\u8c61\u6210\u7f51\u7edc\uff0c\u7528\u8282\u70b9\u8868\u793a\u4e2a\u4f53\uff0c\u8fde\u8fb9\u8868\u793a\u4e2a\u4f53\u4e4b\u95f4\u7684\u8fde\u63a5\u5173\u7cfb\u3002\u57fa\u4e8e\u6b64\uff0c\u5b66\u8005\u4eec\u5206\u6790\u4e86\u7f51\u7edc\u7ed3\u6784\u3001\u4eba\u7c7b\u51fa\u884c\u3001\u4fe1\u606f\u6269\u6563\u3001\u533b\u7597\u8d44\u6e90\u6295\u653e\u7b56\u7565\u7b49\u65b9\u9762\u5bf9\u6d41\u884c\u75c5\u4f20\u64ad\u6240\u5e26\u6765\u7684\u5f71\u54cd[2,3]\u3002\u4e0b\u9762\u5c06\u4ecb\u7ecd\u4ed6\u4eec\u662f\u5982\u4f55\u57fa\u4e8e\u7f51\u7edc\u79d1\u5b66\u6765\u7814\u7a76\u6d41\u884c\u75c5\u4f20\u64ad\uff0c\u4ee5\u53ca\u4e00\u4e9b\u91cd\u8981\u7684\u7ed3\u8bba\u3002<\/span><\/p>\n


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1. \u7f51\u7edc\u7ed3\u6784<\/strong><\/span><\/p>\n

\u5982\u4f55\u5f71\u54cd\u6d41\u884c\u75c5\u4f20\u64ad\uff1f<\/span><\/p>\n

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


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\u6d41\u884c\u75c5\u5f80\u5f80\u53ef\u901a\u8fc7\u553e\u6db2\u3001\u63e1\u624b\u7b49\u8fd1\u8ddd\u79bb\u7269\u7406\u63a5\u89e6\u65b9\u5f0f\u4f20\u64ad\uff0c\u53ef\u5c06\u5176\u523b\u753b\u6210\u7f51\u7edc\u3002\u901a\u8fc7\u5b9e\u8bc1\u6570\u636e\u5206\u6790\u53d1\u73b0\uff0c\u63a5\u89e6\u7f51\u7edc\u7684\u7ed3\u6784\u5177\u6709\u65e0\u6807\u5ea6\u3001\u5c0f\u4e16\u754c\u548c\u9ad8\u96c6\u7fa4\u7cfb\u6570\u7b49\u7edf\u8ba1\u7279\u6027\u3002\u65e9\u57282001\u5e74\uff0cPastor-Satorras \u7b49\u4eba[4]\u9996\u6b21\u7814\u7a76\u4e86\u57fa\u4e8e\u7f51\u7edc\u7684\u6d41\u884c\u75c5\u4f20\u64ad\uff0c\u53d1\u73b0\u7f51\u7edc\u4e2d\u7684\u5c11\u8bb8\u5927\u5ea6\u8282\u70b9\u662f\u5f15\u8d77\u6d41\u884c\u75c5\u957f\u5b58\u4e8e\u7f51\u7edc\u7684\u5173\u952e\u56e0\u7d20\u3002<\/strong>\u56e0\u4e3a\uff0c\u5b83\u4eec\u4e00\u65e6\u88ab\u6d41\u884c\u75c5\u611f\u67d3\uff0c\u5c31\u80fd\u4f7f\u5f97\u5468\u8fb9\u8282\u70b9\u4e5f\u88ab\u611f\u67d3\uff0c\u4ece\u800c\u5f62\u6210\u80fd\u7ef4\u7cfb\u6574\u4e2a\u7cfb\u7edf\u957f\u5b58\u6d41\u884c\u75c5\u7684\u5c0f\u56e2\u4f53\u3002<\/span><\/p>\n

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\u56fe1. \u5f31\u8282\u70b9\u793a\u610f\u56fe[6]<\/span><\/strong><\/span>
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\u7f8e\u56fd\u7ebd\u7ea6\u57ce\u5e02\u5927\u5b66H. Makse\u56e2\u961f[5]\u5206\u6790\u5927\u91cf\u771f\u5b9e\u6570\u636e\u53d1\u73b0\uff0c\u9ad8K\u6838\u8282\u70b9\u7684\u4f20\u64ad\u5f71\u54cd\u529b\u8f83\u5927\u3002\u4ed6\u4eec\u8fdb\u4e00\u6b65\u5728 Nature \u53d1\u6587\u6307\u51fa\uff0c\u9ad8\u5f71\u54cd\u529b\u8282\u70b9\u4e5f\u53ef\u80fd\u662f\u7f51\u7edc\u4e2d\u7684\u90e8\u5206\u5c0f\u5ea6\u8282\u70b9\uff0c\u8fd9\u7c7b\u8282\u70b9\u5f80\u5f80\u662f\u6865\u8282\u70b9[6]\u3002<\/span>\u5982\u56fe1\u6240\u793a\uff0c\u7814\u7a76\u8005\u6307\u51fa\uff0c\u5177\u6709\u4f4e\u5ea6\u7684\u5f31\u8282\u70b9\uff0c\u5176\u5f71\u54cd\u529b\u5728\u4f20\u7edf\u542f\u53d1\u5f0f\u7b97\u6cd5\u4e2d\u53ef\u80fd\u88ab\u4f4e\u4f30\u3002<\/span><\/p>\n


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Holme\u6559\u6388\u56e2\u961f[7]\u901a\u8fc7\u5206\u6790\u6d41\u884c\u75c5\u572850185\u4eba\u6240\u6784\u6210\u7684\u65f6\u5e8f\u6027\u5173\u7cfb\u7f51\u7edc\u4e0a\u7684\u4f20\u64ad\u8fc7\u7a0b\uff0c\u53d1\u73b0\u771f\u5b9e\u7f51\u7edc\u7684\u65f6\u53d8\u6027\u4f1a\u4fc3\u8fdb\u6027\u75be\u75c5\u4f20\u64ad\uff0c\u5728\u4f20\u64ad\u521d\u671f\u5c24\u4e3a\u7a81\u51fa\u3002\u771f\u5b9e\u65f6\u5e8f\u7f51\u7edc\u4e2d\u7684\u5173\u8054\u7279\u6027\u5bf9\u6d41\u884c\u75c5\u4f20\u64ad\u4e5f\u6709\u5f88\u5927\u5f71\u54cd\u3002\u4ed6\u4eec\u7684\u7814\u7a76\u7ed3\u8bba\u5bf9\u7406\u89e3\u5176\u4ed6\u6d41\u884c\u75c5(\u5982HIV)\u6709\u5f88\u5927\u5e2e\u52a9\u3002<\/span>
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2. \u4eba\u7c7b\u51fa\u884c<\/strong><\/span><\/p>\n

\u5982\u4f55\u5f71\u54cd\u6d41\u884c\u75c5\u4f20\u64ad\uff1f
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\u4eba\u7c7b\u884c\u4e3a\u5f80\u5f80\u5177\u6709\u6d41\u52a8\u6027\u548c\u4e0d\u786e\u5b9a\u6027\uff0c\u8fd9\u5bfc\u81f4\u5927\u89c4\u6a21\u6d41\u884c\u75c5\u4f20\u64ad\u96be\u4ee5\u51c6\u786e\u9884\u6d4b\u3002\u7f8e\u56fd\u4e1c\u5317\u5927\u5b66 Barab\u00e1si \u6559\u6388\u56e2\u961f[8]\u5206\u6790\u53d1\u73b0\uff0c\u4eba\u7c7b\u901a\u8baf\u884c\u4e3a\u3001\u51fa\u884c\u884c\u4e3a\u5177\u4f53\u8f83\u5f3a\u7684\u9635\u53d1\u6027\u548c\u8bb0\u5fc6\u6027\uff0c\u8fd9\u4e5f\u4e3a\u5927\u89c4\u6a21\u6d41\u884c\u75c5\u9884\u6d4b\u5960\u5b9a\u4e86\u4e00\u5b9a\u7684\u53ef\u80fd\u6027\u3002Hufnagel \u7b49\u4eba[9]\u8003\u8651\u5168\u7403\u822a\u7a7a\u7f51\u7edc\u6570\u636e\u5bf9\u5168\u7403\u5927\u89c4\u6a21\u6d41\u884c\u75c5\u4f20\u64ad\u6240\u5e26\u6765\u7684\u5f71\u54cd\u3002<\/span><\/p>\n

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\u56fe2. SARS\u771f\u5b9e\u4f20\u64ad\u6591\u56fe(A)\u548c\u6a21\u62df\u9884\u6d4b\u6591\u56fe(B)[9]<\/span><\/strong><\/span>
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\u56fe2(A)\u5c55\u793a\u4e86 SARS \u57282003\u5e745\u670820\u65e5\u7684\u4f20\u64ad\u6591\u56fe\uff0c\u56fe2(B)\u5448\u73b0\u4e86\u4e0e\u4e4b\u76f8\u5bf9\u5e94\u7684\u6a21\u62df\u7ed3<\/span>\u679c\uff0c\u53d1\u73b0\u80fd\u6bd4\u8f83\u51c6\u786e\u5730\u91cd\u73b0\u4e862003\u5e74 SARS \u5728\u5168\u7403\u8303\u56f4\u7684\u4f20\u64ad\u89c4\u5f8b\u3002<\/span><\/span><\/p>\n


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

\u7ed3\u6784\u79cd\u7fa4\u6a21\u578b( Meta-Population Model )<\/span><\/strong>\u662f\u5206\u6790\u5168\u7403\u6d41\u884c\u75c5\u4f20\u64ad\u7684\u5e38\u7528\u6a21\u578b\uff0c\u7528\u8282\u70b9\u8868\u793a\u57ce\u5e02\uff0c\u8fde\u8fb9\u8868\u793a\u57ce\u5e02\u4e4b\u95f4\u7684\u4ea4\u901a\uff0c\u5982\u98de\u673a\u3001\u9ad8\u94c1\u3001\u5927\u5df4\u7b49\u3002\u5728\u6bcf\u4e2a\u8282\u70b9\u5185\uff0c\u8bbe\u7f6e\u4e00\u5b9a\u6570\u91cf\u7684\u7c92\u5b50\uff0c\u8868\u793a\u4eba\u3002\u56e0\u6b64\uff0c\u5168\u7403\u6d41\u884c\u75c5\u7206\u53d1\u53ef\u89c6\u4e3a\u4e00\u4e2a\u6269\u6563\u6a21\u578b\u3002<\/span><\/p>\n


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\u7f8e\u56fd\u4e1c\u5317\u5927\u5b66 Vespignani \u6559\u6388\u56e2\u961f[10]\u5229\u7528\u7ed3\u6784\u79cd\u7fa4\u6a21\u578b\u6765\u523b\u753b\u4eba\u7c7b\u5728\u5168\u7403\u8303\u56f4\u7684\u884c\u4e3a\uff0c\u4ed6\u4eec\u53d1\u73b0\u53ea\u6709\u5f53\u4eba\u53e3\u5bc6\u5ea6\u8d85\u8fc7\u67d0\u4e00\u4e34\u754c\u503c\u65f6\uff0c\u5927\u89c4\u6a21\u6d41\u884c\u75c5\u624d\u4f1a\u7206\u53d1\u3002<\/strong>\u5f53\u7f51\u7edc\u89c4\u6a21\u65e0\u7a77\u5927\u65f6(\u5373\u70ed\u529b\u5b66\u6781\u9650\u4e0b)\uff0c\u7f51\u7edc\u4e2d\u7684\u5c11\u8bb8\u5927\u5ea6\u8282\u70b9(\u5373\u91cd\u8981\u57ce\u5e02)\u4f1a\u5bfc\u81f4\u6d41\u884c\u75c5\u5728\u5168\u7403\u8303\u56f4\u5185\u7206\u53d1\u3002\u534e\u4e1c\u5e08\u8303\u5927\u5b66\u5218\u5b97\u534e\u6559\u6388\u56e2\u961f[11]\u5bf9\u4eba\u7c7b\u7684\u76ee\u6807\u65c5\u6e38\u3001\u65c5\u9014\u4e2d\u611f\u67d3\u7b49\u95ee\u9898\u8fdb\u884c\u4e86\u63a2\u8ba8\uff0c\u53d1\u73b0\u76ee\u6807\u65c5\u6e38\u4f1a\u4fc3\u8fdb\u4f20\u64ad\uff0c\u51cf\u5c11\u51fa\u884c\u662f\u9632\u63a7\u5927\u89c4\u6a21\u6d41\u884c\u75c5\u7206\u53d1\u7684\u6709\u6548\u624b\u6bb5\u3002Brockmann \u548c Helbing [12]\u5f15\u5165\u6709\u6548\u8ddd\u79bb\u51c6\u786e\u5730\u9884\u6d4b\u4e86\u5927\u89c4\u6a21\u6d41\u884c\u75c5\u7206\u53d1\u7684\u65f6\u95f4\u548c\u5730\u70b9\u3002<\/span><\/p>\n


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3. \u4fe1\u606f\u6269\u6563<\/strong><\/span><\/p>\n

\u5982\u4f55\u5f71\u54cd\u6d41\u884c\u75c5\u4f20\u64ad\uff1f
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\u5728\u81ea\u5a92\u4f53\u65f6\u4ee3\uff0c\u5927\u89c4\u6a21\u6d41\u884c\u75c5\u7206\u53d1\u7684\u540c\u65f6\uff0c\u5173\u4e8e\u6d41\u884c\u75c5\u7684\u4fe1\u606f\u4e5f\u5728\u5404\u79cd\u793e\u4ea4\u5e73\u53f0\u4e0a\u6269\u6563\u3002\u4e00\u65b9\u9762\uff0c\u5173\u4e8e\u6d41\u884c\u75c5\u4f20\u64ad\u7684\u4fe1\u606f\u6709\u52a9\u4e8e\u8ba9\u6613\u611f\u8005\u91c7\u53d6\u4e00\u4e9b\u63aa\u65bd(\u5982\u6234\u53e3\u7f69\u3001\u51cf\u5c11\u51fa\u884c)\u7b49\u6765\u4fdd\u62a4\u81ea\u5df1\uff0c\u4ece\u800c\u6291\u5236\u5927\u89c4\u6a21\u6d41\u884c\u75c5\u4f20\u64ad\u3002<\/span><\/p>\n


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\u53c2\u8003\u6587\u732e<\/span><\/strong>\uff1a<\/strong> <\/strong><\/span> <\/span><\/section>\n
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[1] Anderson R M, Anderson B, May R M. Infectious diseases of humans: dynamics and control[M]. Oxford university press, 1992.<\/span><\/p>\n

[2] Pastor-Satorras R, Castellano C, Van Mieghem P, et al. Epidemic processes in complex networks[J]. Reviews of modern physics, 2015, 87(3): 925.<\/span><\/p>\n

[3] Wang W, Tang M, Stanley H E, et al. Unification of theoretical approaches for epidemic spreading on complex networks[J]. Reports on Progress in Physics, 2017, 80(3): 036603.<\/span><\/p>\n

[4] Pastor-Satorras R, Vespignani A. Epidemic spreading in scale-free networks[J]. Physical review letters, 2001, 86(14): 3200.<\/span><\/p>\n

[5] Kitsak M, Gallos L K, Havlin S, et al. Identification of influential spreaders in complex networks[J]. Nature physics, 2010, 6(11): 888-893.<\/span><\/p>\n

[6] Morone F, Makse H A. Influence maximization in complex networks through optimal percolation[J]. Nature, 2015, 524(7563): 65-68.<\/span><\/p>\n

[7] Rocha L E C, Liljeros F, Holme P. Simulated epidemics in an empirical spatiotemporal network of 50,185 sexual contacts[J]. PLoS computational biology, 2011, 7(3).<\/span><\/p>\n

[8] Barabasi A L. The origin of bursts and heavy tails in human dynamics[J]. Nature, 2005, 435(7039): 207-211.<\/span><\/p>\n

[9] Hufnagel L, Brockmann D, Geisel T. Forecast and control of epidemics in a globalized world[J]. Proceedings of the National Academy of Sciences, 2004, 101(42): 15124-15129.<\/span><\/p>\n

[10] Colizza V, Pastor-Satorras R, Vespignani A. Reaction\u2013diffusion processes and metapopulation models in heterogeneous networks[J]. Nature Physics, 2007, 3(4): 276-282.<\/span><\/p>\n

[11] Tang M, Liu Z, Li B. Epidemic spreading by objective traveling[J]. EPL (Europhysics Letters), 2009, 87(1): 18005.<\/span><\/p>\n

[12] Brockmann D, Helbing D. The hidden geometry of complex, network-driven contagion phenomena[J]. science, 2013, 342(6164): 1337-1342.<\/span><\/p>\n

[13] Funk S, Gilad E, Watkins C, et al. The spread of awareness and its impact on epidemic outbreaks[J]. Proceedings of the National Academy of Sciences, 2009, 106(16): 6872-6877.<\/span><\/p>\n

[14] Granell C, G\u00f3mez S, Arenas A. Dynamical interplay between awareness and epidemic spreading in multiplex networks[J]. Physical review letters, 2013, 111(12): 128701.<\/span><\/span><\/p>\n

[15] Wang W, Liu Q H, Cai S M, et al. Suppressing disease spreading by using information diffusion on multiplex networks[J]. Scientific reports, 2016, 6: 29259.<\/span><\/span><\/p>\n

[16] B\u00f6ttcher L, Woolley-Meza O, Ara\u00fajo N A M, et al. Disease-induced resource constraints can trigger explosive epidemics[J]. Scientific reports, 2015, 5(1): 1-11.<\/span><\/span><\/p>\n

[17] Chen X, Zhou T, Feng L, et al. Nontrivial resource requirement in the early stage for containment of epidemics[J]. Physical Review E, 2019, 100(3): 032310.<\/span><\/span><\/p>\n

[18] Chen X, Wang W, Cai S, et al. Optimal resource diffusion for suppressing disease spreading in multiplex networks[J]. Journal of Statistical Mechanics: Theory and Experiment, 2018, 2018(5): 053501.<\/span><\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n


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2013\u5e74Dirk Brockman\u7b49\u4eba\u5728Science\u4e0a\u53d1\u8868\u7684The Hidden Geometry of Complex, Network-Driven Contagion Phenomena\u4e00\u6587\u5c31\u6307\u51fa\u75be\u75c5\u7684\u4f20\u64ad\u5176\u5b9e\u4e0e\u57ce\u5e02\u95f4\u7684\u5730\u7406\u8ddd\u79bb\u6ca1\u5565\u5173\u7cfb\uff0c\u800c\u4e0e\u57ce\u5e02\u95f4\u7684\u201c\u7b49\u6548\u201d\u8ddd\u79bb\u5bc6\u5207\u76f8\u5173\u3002\u8fd9\u91cc\u7684\u7b49<\/span>\u6548\u8ddd\u79bb\u5c31\u662f\u6307\u6839\u636e\u57ce\u5e02\u95f4\u4ea4\u901a\u6d41\u91cf\u6570\u636e\u800c\u6298\u5408\u4ee5\u540e\u7684\u8ddd\u79bb\u3002\u5317\u4eac\u5e08\u8303\u5927\u5b66\u5f20\u6c5f\u8001\u5e08\u5f55\u5236\u4e86\u89c6\u9891\u89e3\u8bfb\u8fd9\u7bc7\u8bba\u6587\uff0c\u4f9b\u611f\u5174\u8da3\u7684\u8bfb\u8005\u53c2\u8003\u3002<\/span><\/p>\n


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\u8bfe\u7a0b\u94fe\u63a5\uff1ahttps:\/\/campus.swarma.org\/play\/play?id=11116<\/span><\/p>\n


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Physics Reports \u7f51\u7edc\u4f20\u64ad\u52a8\u529b\u5b66\u524d\u6cbf\u7efc\u8ff0\uff1a<\/span><\/strong>\u5171\u6f14\u5316\u4f20\u64ad\u7f51\u7edc<\/span><\/strong><\/a>
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\u96c6\u667a\u4ff1\u4e50\u90e8QQ\u7fa4\uff5c877391004<\/span><\/strong><\/p>\n

\u5546\u52a1\u5408\u4f5c\u53ca\u6295\u7a3f\u8f6c\u8f7d\uff5cswarma@swarma.org
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\u25c6 <\/span>\u25c6 <\/span>\u25c6<\/span><\/span><\/strong><\/strong><\/h1>\n<\/section>\n

\u641c\u7d22\u516c\u4f17\u53f7\uff1a\u96c6\u667a\u4ff1\u4e50\u90e8<\/span><\/strong><\/span><\/p>\n


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\u52a0\u5165\u201c\u6ca1\u6709\u56f4\u5899\u7684\u7814\u7a76\u6240\u201d<\/span><\/strong><\/span><\/p>\n

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\u8ba9\u82f9\u679c\u7838\u5f97\u66f4\u731b\u70c8\u4e9b\u5427\uff01<\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section><\/div>\n","protected":false},"excerpt":{"rendered":"

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