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教授

博士生导师

硕士生导师

性别:女

毕业院校:上海交通大学

学位:博士

所在单位:系统工程研究所

学科:管理科学与工程

办公地点:经济管理学院大楼

联系方式:0411-84708073

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Attack vulnerability of scale-free networks due to cascading failures

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论文类型:期刊论文

发表时间:2008-11-15

发表刊物:PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

收录刊物:SCIE、EI、Scopus

卷号:387

期号:26

页面范围:6671-6678

ISSN号:0378-4371

关键字:Cascading failure; Scale-free network; Attack; Critical threshold

摘要:In this paper, adopting the initial load of a node i to be ak(i)(alpha) with k(i) being the degree of the node i, we propose a cascading model based on a load local redistribution rule and examine cascading failures on the typical network, i.e., the BA network with the scale-free property. We find that the BA scale-free network reaches the strongest robustness level in the case of alpha = 1 and the robustness of the network has a positive correlation with the average degree < k >, where the robustness is quantified by a transition from normal state to collapse. in addition, we further discuss the effects of two different attacks for the robustness against cascading failures on our cascading model and find an interesting result, i.e., the effects of two different attacks, strongly depending to the value alpha. These results may be very helpful for real-life networks to avoid cascading-failure-induced disasters. (C) 2008 Elsevier B.V. All rights reserved.