{"id":9229,"date":"2016-09-17T01:00:00","date_gmt":"2016-09-16T17:00:00","guid":{"rendered":"http:\/\/swarma.org\/%swarma-paper%\/"},"modified":"2018-12-06T08:57:56","modified_gmt":"2018-12-06T00:57:56","slug":"%e7%bd%91%e7%bb%9c%e5%8a%a8%e5%8a%9b%e5%ad%a6%e4%b8%8e%e5%87%a0%e4%bd%95%e4%b8%8a%ef%bc%9a%e9%9b%86%e6%99%ba-%e5%87%af%e9%a3%8e%e7%a0%94%e8%af%bb%e8%90%a5%e9%a2%84%e8%af%bb%e7%8f%ad4","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=9229","title":{"rendered":"\u7f51\u7edc\u52a8\u529b\u5b66\u4e0e\u51e0\u4f55(\u4e0a)\uff1a\u96c6\u667a-\u51ef\u98ce\u7814\u8bfb\u8425\u9884\u8bfb\u73ed4"},"content":{"rendered":"<div class=\"bpp-post-content\">\n<p><strong><span style=\"font-size: 20px;\">\u4ecb\u7ecd<\/span><\/strong><\/p>\n<p><strong><span style=\"font-size: 20px;\"><br  \/><\/span><\/strong><\/p>\n<p>\u6211\u4eec\u53ef\u4ee5\u628a\u7f51\u7edc\u6a21\u578b\u5206\u4e3a\u4e24\u7c7b\uff1a\u4f9d\u8d56\u4e8e\u4e00\u4e2a\u80cc\u666f\u7a7a\u95f4\u7684\u7f51\u7edc\uff0c\u4f8b\u5982\u968f\u673a\u51e0\u4f55\u56fe\uff1b\u4e0e\u4e0d\u4f9d\u8d56\u80cc\u666f\u7a7a\u95f4\u7684\u7f51\u7edc\uff0c\u4f8b\u5982\u4f18\u5148\u94fe\u63a5\u3002\u5c0f\u4e16\u754c\u7f51\u7edc\u5219\u662f\u4e24\u8005\u7684\u7ed3\u5408\uff1a\u5728\u4e00\u4e2a\u5708\u7ed3\u6784\u4e0a\u52a0\u5165\u968f\u673a\u6270\u52a8\uff0c\u5728\u5168\u5c40\u4e0a\u91cd\u65b0\u5e03\u5c40\u94fe\u63a5\u3002<\/p>\n<p><br  \/><\/p>\n<p>\u5728\u4e0d\u4f9d\u8d56\u4e8e\u80cc\u666f\u7a7a\u95f4\u7684\u7f51\u7edc\u91cc\uff0c\u4eba\u4eec\u4e00\u822c\u628a\u7f51\u7edc\u7684\u751f\u957f\u79f0\u4e3a\u201c\u52a8\u529b\u5b66\u201d\uff08dynamics\uff09\uff0c\u52a8\u529b\u5b66\u4e4b\u6240\u4ee5\u6709\u610f\u601d\uff0c\u662f\u56e0\u4e3a\u56de\u7b54\u4e86\u8fd9\u6837\u7684\u95ee\u9898\uff1a\u7cfb\u7edf\u5982\u4f55\u4ece\u770b\u4f3ctrivial\u7684\u5047\u8bbe\uff08\u4f8b\u5982\u4f18\u5148\u94fe\u63a5\uff09\u4e2d\u6d8c\u73b0\u51faNon-trivial\u7684\u7ed3\u6784\u5c5e\u6027\u6765\uff08\u4f8b\u5982power-law distribution\uff09\u3002\u5728\u4f9d\u8d56\u4e8e\u80cc\u666f\u7a7a\u95f4\u7684\u7f51\u7edc\u91cc\uff0c\u7f51\u7edc\u53ef\u4ee5\u770b\u505a\u4e00\u79cd\u79bb\u6563\u7684\u62bd\u6837\uff0c\u5176\u7ed3\u6784\u5c5e\u6027\u57fa\u672c\u4e3a\u80cc\u666f\u7a7a\u95f4\u7684\u51e0\u4f55\u6027\u8d28\uff08Geometry\uff09\u51b3\u5b9a\u3002<\/p>\n<p><br  \/><\/p>\n<p>\u968f\u7740\u7f51\u7edc\u79d1\u5b66\u7684\u53d1\u5c55\uff0c\u4eba\u4eec\u6e10\u6e10\u9886\u609f\u5230\uff0c\u52a8\u529b\u5b66\u4e0e\u51e0\u4f55\u4f3c\u4e4e\u662f\u6b8a\u51fa\u540c\u5f52\u7684\u3002trivial\u7684\u51e0\u4f55\u80cc\u666f\u5047\u8bbe+nontrivial\u7684\u52a8\u529b\u5b66\u5047\u8bbe=nontrivial\u7684\u51e0\u4f55\u5047\u8bbe+trivial\u7684\u52a8\u529b\u5b66\u5047\u8bbe\u3002\u6211\u4eec\u603b\u662f\u80fd\u5f97\u5230\u540c\u6837\u7684\u7f51\u7edc\u7ed3\u6784\u3002\u8fd9\u4e00\u79cd\u611f\u89c9\uff0c\u4e0e\u5f53\u5e74\u7231\u56e0\u65af\u5766\u5bf9\u725b\u987f\u5f15\u529b\u65b9\u7a0b\u7684\u91cd\u65b0\u89e3\u8bfb\u4f55\u7b49\u76f8\u4f3c\uff01\u4ece\u8fd9\u4e2a\u65f6\u5019\u8d77\uff0c\u4eba\u4eec\u624d\u611f\u89c9\uff0c\u7f51\u7edc\u79d1\u5b66\u4e0d\u662fdirty science\uff0c\u4e0d\u662f\u54d7\u4f17\u53d6\u5ba0\u7684\u4e00\u65f6\u98ce\u6f6e\uff0c\u800c\u662f\u6df1\u523b\u5730\u4e0e\u4eba\u7c7b\u6700\u6838\u5fc3\u7684\u79d1\u5b66\u77e5\u8bc6\u8054\u7cfb\u3002<\/p>\n<p><br  \/><\/p>\n<p>\u5bf9\u4e8e\u793e\u4f1a\u79d1\u5b66\u6765\u8bf4\uff0c\u5f3a\u8c03\u52a8\u529b\u5b66\u4e0e\u51e0\u4f55\u7684\u7b49\u4ef7\uff0c\u6df1\u5165\u601d\u8003\u5173\u7cfb\uff08relationships\uff09\u4e0e\u610f\u4e49\uff08meanings\uff09\u6570\u636e\u7684\u51e0\u4f55\u7ed3\u6784\uff0c\u5c24\u4e3a\u91cd\u8981\u3002\u76ee\u524d\u6240\u8c13\u201c\u6700\u597d\u7684\u201d\u793e\u4f1a\u79d1\u5b66\u7814\u7a76\uff0c\u5927\u90fd\u662f\u95ee\u9898\u63a8\u52a8\u7684\uff0c\u800c\u4e0d\u662f\uff08\u6570\u5b66\uff09\u7406\u8bba\u63a8\u52a8\u7684\u3002\u8bf4\u793e\u4f1a\u7cfb\u7edf\u4e2d\u5b58\u5728\u666e\u9002\u7684\uff0c\u7b80\u5355\u5374\u4e0d\u5e73\u51e1\uff08non-trivial\uff09\u7684\u52a8\u529b\u5b66\u89c4\u5f8b\uff0c\u5df2\u7ecf\u662f\u4e00\u4e2a\u4e89\u8bae\u6027\u7684\u8bdd\u9898\uff0c\u66f4\u4e0d\u7528\u8bf4\u8fd9\u4e9b\u52a8\u529b\u5b66\u89c4\u5f8b\u53ef\u4ee5\u88ab\u51e0\u4f55\u5316\u6210\u7eaf\u7cb9\u7406\u60f3\u4e3b\u4e49\u7684\u6570\u5b66\u7ed3\u6784\u3002\u4e00\u65e6\u8fd9\u4e2a\u601d\u8def\u88ab\u8bc1\u660e\u53ef\u884c\uff0c\u6bd4\u963f\u897f\u83ab\u592b\u5728\u79d1\u5e7b\u5c0f\u8bf4\u300a\u57fa\u5730\u300b\u4e2d\u63d0\u51fa\u7684\u201c\u5fc3\u7406\u53f2\u5b66\u201d\u66f4\u4f18\u7f8e\u7684\u793e\u4f1a\u79d1\u5b66\u5c06\u4f1a\u51fa\u73b0\u3002\u53d6\u6cd5\u4e4e\u4e0a\uff0c\u5f97\u4e4e\u5176\u4e2d\uff0c\u6211\u4eec\u5021\u8bae\u793e\u4f1a\u79d1\u5b66\u5b66\u8005\u4eec\u52a0\u5165\u6211\u4eec\uff0c\u4e00\u8d77\u5728\u4e0a\u8ff0\u65b0\u89c6\u89d2\u4e0b\u91cd\u65b0\u7406\u89e3\u7f51\u7edc\u79d1\u5b66\u7684\u7ecf\u5178\uff0c\u4e3a\u4e5f\u8bb8\u662f\u4e94\u5341\u5e74\uff0c\u4e00\u767e\u5e74\u4e4b\u540e\u624d\u80fd\u771f\u6b63\u786e\u7acb\u7684\u65b0\u793e\u4f1a\u79d1\u5b66\u94fa\u8def\u3002<\/p>\n<p><br  \/><\/p>\n<p><span style=\"font-size: 20px;\"><strong>\u65f6\u95f4\uff1a<\/strong><\/span><\/p>\n<p>2016\u5e749\u670818\u53f7\uff08\u5468\u65e5\uff09\uff0c\u5317\u4eac\u65f6\u95f4\u665a\u4e0a9\u70b9\u3002<\/p>\n<p><br  \/><\/p>\n<p><span style=\"font-size: 20px;\"><strong>\u5730\u70b9\uff1a<\/strong><\/span><\/p>\n<p>\u7f51\u7edc\u76f4\u64ad\u8bfe\u5802 <strong style=\"line-height: 25.6px;\">\u591a\u8d1d\u4e91<\/strong><span style=\"line-height: 1.6;\">\uff08\u5728<\/span><span style=\"line-height: 25.6px;\">\u6587\u672b<\/span><span style=\"line-height: 1.6;\">\u626b\u63cf\u4e8c\u7ef4\u7801\u6216<span style=\"line-height: 1.6; white-space: pre-wrap;\">\u70b9\u51fb<\/span><span style=\"line-height: 1.6; white-space: pre-wrap; color: rgb(0, 82, 255);\">\u9605\u8bfb\u539f\u6587<\/span><span style=\"line-height: 1.6; white-space: pre-wrap;\">\u94fe\u63a5<\/span>\uff09<\/span><\/p>\n<p><br  \/><\/p>\n<p><span style=\"font-size: 20px;\"><strong>\u5fc5\u770b\u6750\u6599\uff08\u4e3b\u8bb2\u4eba\u8bb2\u5ea7\u7b14\u8bb0\uff09\uff1a<\/strong><\/span><br  \/>Principle of Locality I: Hacking the Continuum Mean-Field Technique in Network Modeling<\/p>\n<blockquote>\n<p>http:\/\/www.jianshu.com\/p\/97f674267d3e<\/p>\n<\/blockquote>\n<p><br  \/><\/p>\n<p><span style=\"font-size: 20px;\"><strong>\u53c2\u8003\u6587\u732e<\/strong><\/span><\/p>\n<ul class=\"list-paddingleft-2\" style=\"list-style-type: square;\">\n<li>\n<p>Watts, D. J., &amp; Strogatz, S. H. (1998). Collective dynamics of \u2018small-world\u2019networks. nature, 393(6684), 440-442.<\/p>\n<\/li>\n<li>\n<p>Barab\u00e1si, A. L., &amp; Albert, R. (1999). Emergence of scaling in random networks. science, 286(5439), 509-512.<\/p>\n<\/li>\n<li>\n<p>Zhang, J., Li, X., Wang, X., Wang, W. X., &amp; Wu, L. (2015). Scaling behaviours in the growth of networked systems and their geometric origins. Scientific reports, 5.<\/p>\n<\/li>\n<li>\n<p>Krioukov, D. (2016). Clustering Implies Geometry in Networks. Physical review letters, 116(20), 208302.<\/p>\n<\/li>\n<li>\n<p>Papadopoulos, F., Kitsak, M., Serrano, M. \u00c1., Bogun\u00e1, M., &amp; Krioukov, D. (2012). Popularity versus similarity in growing networks. Nature, 489(7417), 537-540.<\/p>\n<\/li>\n<\/ul>\n<p><br  \/><\/p>\n<p><span style=\"font-size: 20px;\"><strong>\u76f8\u5173\u6750\u6599<\/strong><\/span><\/p>\n<ul class=\"list-paddingleft-2\" style=\"list-style-type: square;\">\n<li>\n<p>\u65e0\u6807\u5ea6\u7f51\u7edc\u7684\u79d1\u666e\u6750\u6599<\/p>\n<p><span style=\"line-height: 1.6;\">http:\/\/wiki.swarma.net\/index.php\/%E6%97%A0%E5%B0%BA%E5%BA%A6%E7%BD%91%E7%BB%9C<\/span><\/p>\n<\/li>\n<li>\n<p>\u53cc\u66f2\u7a7a\u95f4\u6a21\u578b<\/p>\n<p><span style=\"line-height: 1.6;\">http:\/\/wiki.swarma.net\/index.php\/%E5%8F%8C%E6%9B%B2%E7%A9%BA%E9%97%B4%E6%A8%A1%E5%9E%8B<\/span><\/p>\n<\/li>\n<li>\n<p>\u590d\u6742\u7f51\u7edc\u7684\u53cc\u66f2\u6a21\u578b<\/p>\n<p><span style=\"line-height: 1.6;\">http:\/\/wiki.swarma.net\/index.php\/%E5%A4%8D%E6%9D%82%E7%BD%91%E7%BB%9C%E7%9A%84%E5%8F%8C%E6%9B%B2%E5%87%A0%E4%BD%95%E6%A8%A1%E5%9E%8B<\/span><\/p>\n<\/li>\n<\/ul>\n<section label=\"Copyright \u00a9 2015 playhudong All Rights Reserved.\" style=\"margin: 15px auto; white-space: normal; max-width: 100%; color: rgb(62, 62, 62); width: 286px; text-align: center; overflow: hidden; font-size: 12px; box-sizing: border-box !important; word-wrap: break-word !important; background-color: rgb(255, 255, 255);\"><span style=\"margin: 10px auto; max-width: 100%; width: auto; clear: both; vertical-align: middle; display: block; box-sizing: border-box !important; word-wrap: break-word !important;\"><\/p>\n<section style=\"margin-right: auto; margin-bottom: 10px; margin-left: auto; max-width: 100%; width: 143px; float: left; display: inline-block; box-sizing: border-box !important; word-wrap: break-word !important;\"><img      src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma4-1534234373.png\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><br  \/><\/section>\n<section style=\"margin-top: 20px; max-width: 100%; width: 143px; float: right; display: inline-block; box-sizing: border-box !important; word-wrap: break-word !important;\"><img    width=\"75\"  style=\"margin-right: auto; margin-bottom: 18px; margin-left: auto; display: block; box-sizing: border-box !important; word-wrap: break-word !important; visibility: visible !important; width: 75px !important;\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma6-1534234373.png\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><span style=\"max-width: 100%; color: rgb(255, 0, 0); box-sizing: border-box !important; word-wrap: break-word !important;\">\u2190<\/span>\u8bc6\u522b\u4e8c\u7ef4\u7801\u53c2\u52a0~<\/section>\n<p><\/span><\/section>\n<p style=\"line-height: 25.6px; text-align: right;\"><span style=\"font-size: 14px;\">\u8d23\u4efb\u7f16\u8f91\uff1a\u6f88\u6c34\u6e05\u6cc9<\/span><\/p>\n<p style=\"max-width: 100%; min-height: 1em; text-align: center; font-size: 14px; line-height: 1.4; color: rgb(71, 193, 168); box-sizing: border-box !important; word-wrap: break-word !important; background-color: rgb(255, 255, 255);\"><strong style=\"max-width: 100%; box-sizing: border-box !important; word-wrap: break-word !important;\"><span style=\"max-width: 100%; color: rgb(0, 0, 0); line-height: 1.4; box-sizing: border-box !important; word-wrap: break-word !important;\"><\/span><\/strong><\/p>\n<hr style=\"line-height: 25.6px; white-space: normal; max-width: 100%; color: rgb(62, 62, 62); box-sizing: border-box !important; word-wrap: break-word !important; background-color: rgb(255, 255, 255);\"  \/>\n<p style=\"max-width: 100%; min-height: 1em; text-align: center; font-size: 14px; line-height: 1.4; color: rgb(71, 193, 168); box-sizing: border-box !important; word-wrap: break-word !important; background-color: rgb(255, 255, 255);\"><strong style=\"max-width: 100%; box-sizing: border-box !important; word-wrap: break-word !important;\"><span style=\"max-width: 100%; color: rgb(0, 0, 0); line-height: 1.4; box-sizing: border-box !important; word-wrap: break-word !important;\"><\/span><\/strong><br style=\"max-width: 100%; box-sizing: border-box !important; word-wrap: break-word !important;\"  \/><\/p>\n<p style=\"max-width: 100%; min-height: 1em; text-align: center; font-size: 14px; line-height: 1.4; color: rgb(71, 193, 168); box-sizing: border-box !important; word-wrap: break-word !important; background-color: rgb(255, 255, 255);\"><strong style=\"max-width: 100%; box-sizing: border-box !important; word-wrap: break-word !important;\"><span style=\"max-width: 100%; color: rgb(0, 0, 0); line-height: 1.4; box-sizing: border-box !important; word-wrap: break-word !important;\">\u96c6\u667a\u8457\u4f5c\uff1a\u300a\u8d70\u8fd12050\uff1a\u6ce8\u610f\u529b\u3001\u4e92\u8054\u7f51\u4e0e\u4eba\u5de5\u667a\u80fd\u300b<\/span><\/strong><\/p>\n<div class=\"post-image\"><img      style=\"box-sizing: border-box !important; word-wrap: break-word !important; width: auto !important; visibility: visible !important;\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma6-1534234373.jpeg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><br  \/><\/div>\n<section label=\"Copyright \u00a9 2015 playhudong All Rights Reserved.\" style=\"margin: 15px auto; white-space: normal; max-width: 100%; color: rgb(62, 62, 62); width: 286px; text-align: center; overflow: hidden; font-size: 12px; box-sizing: border-box !important; word-wrap: break-word !important; background-color: rgb(255, 255, 255);\"><span style=\"margin: 10px auto; max-width: 100%; width: auto; clear: both; vertical-align: middle; display: block; box-sizing: border-box !important; word-wrap: break-word !important;\"><\/p>\n<section style=\"margin-right: auto; margin-bottom: 10px; margin-left: auto; max-width: 100%; width: 143px; float: left; display: inline-block; box-sizing: border-box !important; word-wrap: break-word !important;\"><img      src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma5-1534234373.jpg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><br  \/><\/section>\n<section style=\"margin-top: 20px; max-width: 100%; width: 143px; float: right; display: inline-block; box-sizing: border-box !important; word-wrap: break-word !important;\"><br  \/><\/section>\n<section style=\"margin-top: 20px; max-width: 100%; width: 143px; float: right; display: inline-block; box-sizing: border-box !important; word-wrap: break-word !important;\"><img    width=\"75\"  style=\"margin-right: auto; margin-bottom: 18px; margin-left: auto; display: block; box-sizing: border-box !important; word-wrap: break-word !important; visibility: visible !important; width: 75px !important;\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma10-1534234373.png\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><span style=\"max-width: 100%; color: rgb(255, 0, 0); box-sizing: border-box !important; word-wrap: break-word !important;\">\u2190<\/span>\u8bc6\u522b\u4e8c\u7ef4\u7801\u8d2d\u4e70~<\/section>\n<p><\/span><\/section>\n<p style=\"max-width: 100%; min-height: 1em; color: rgb(62, 62, 62); line-height: 28.4444px; box-sizing: border-box !important; word-wrap: break-word !important; background-color: rgb(255, 255, 255);\"><span style=\"max-width: 100%; font-size: 14px; line-height: 24px; color: rgb(0, 0, 0); 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