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Robustness of complex heterogeneous networks under node weighting strategies against cascading failures

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成果类型:
期刊论文、会议论文
作者:
Lin Ding;Si-Ying Zhang
通讯作者:
Ding, L.(dinglin0910@sina.com)
作者机构:
[Ding L.] Institute of Complexity Science, Qingdao University, Qingdao 266071, China
[Zhang S.-Y.] School of Computer Science and Technology, University of South China, Hengyang 421001, China
语种:
英文
关键词:
Betweenness centrality;Cascading failures;Complex networks;Energy flow;Optimal weighting;Real networks;Shortest path;Weighting strategy;Information science;Management science;Optimization;Robustness (control systems);Heterogeneous networks
期刊:
Lecture Notes in Electrical Engineering
ISSN:
1876-1100
年:
2013
卷:
206 LNEE
期:
1
页码:
337-344
会议名称:
International Conference on Informatics and Management Science, IMS 2012
会议论文集名称:
Informatics and Management Science III
会议时间:
21 December 2012 through 23 December 2012
会议地点:
Kunming
主编:
Wenjiang Du
出版者:
Springer, London
ISBN:
9781447147893
机构署名:
本校为其他机构
院系归属:
计算机科学与技术学院
摘要:
In many real networks, the information or energy flow often communicates through the shortest paths between pairs of nodes, whereby the betweenness centrality may play an important role in the robustness problems against cascading failures. In this paper, a betweenness-based node weighting strategy is proposed to explore the robustness of weighted heterogeneous networks against cascades of overload failures. The optimal weighting parameter obtained by the betweenness-based strategy is almost the same as that of the degree-based strategy. Howeve...

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