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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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Effect attack on scale-free networks due to cascading failures

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论文类型:期刊论文

发表时间:2008-10-01

发表刊物:CHINESE PHYSICS LETTERS

收录刊物:SCIE、ISTIC、Scopus

卷号:25

期号:10

页面范围:3826-3829

ISSN号:0256-307X

摘要:Adopting the initial load of a node j to be L-j = [k(j)(Sigma(m is an element of Gamma j)k(m))](alpha) with kj and Gamma(j) being the degree of the node j and the set of its neighbouring nodes respectively, we propose a cascading model based on a local preferential redistribution rule of the load after removing a node. Assuming that a failed node leads only to a redistribution of the load passing through it to its neighbouring nodes, we explore the response of scale-free networks subject to two different attack strategies on nodes and find some interesting and counterintuitive results in our cascading model. On the one hand, unexpectedly, the attack on the nodes with the lowest degree is more harmful than the attack on the highest degree nodes when alpha < 1/2. On the other hand, when alpha = 1/2, the effects of two attacks for the robustness against cascading failures are almost identical. In addition, the numerical simulations are also verified by the theoretical analysis. These results may be very helpful for real-life networks to protect the key nodes selected effectively and to avoid cascading-failure-induced disasters.