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Heuristics of node selection criteria to assess robustness of world airport network

查看全文 作  者:Manel [1]SORIA;Oriol [2]LORDAN;JosMaría [2]SALLAN 高影响力作者 机构地区:[1]Department of Physics Aeronautics Engineering, Universitat Politecnica de Catalunya-BarcelonaTech, Terrassa 08222, Spain;[2]Department of Management, Universitat Politecnica de Catalunya-BarcelonaTech, Terrassa 08222, Spain高影响力机构 出  处:《Chinese Journal of Aeronautics》索引2017年第30卷第4期,共8页高影响力期刊 摘  要:The world airport network(WAN) is one of the networked infrastructures that shape today's economic and social activity, so its resilience against incidents affecting the WAN is an important problem. In this paper, the robustness of air route networks is extended by defining and testing several heuristics to define selection criteria to detect the critical nodes of the WAN.In addition to heuristics based on genetic algorithms and simulated annealing, custom heuristics based on node damage and node betweenness are defined. The most effective heuristic is a multiattack heuristic combining both custom heuristics. Results obtained are of importance not only for advance in the understanding of the structure of complex networks, but also for critical node detection. 关 键 词:网络基础设施 鲁棒性 节点 选择准则 机场 世界 启发式算法 模拟退火算法
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