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Modeling cascading failures in congested complex networks

✍ Scribed by Jian-Feng Zheng; Zi-You Gao; Xiao-Mei Zhao


Publisher
Elsevier Science
Year
2007
Tongue
English
Weight
343 KB
Volume
385
Category
Article
ISSN
0378-4371

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✦ Synopsis


Cascading failures occur commonly in congested complex networks, where it may be expressed as the process of generation, diffusion and dissipation of congestion. Different from betweeness centrality, we introduce congestion effects to determine the load on the node. In terms of user equilibrium condition, congestion effects can be described by cost functions or link performance functions, which map link flows to travel times. By introducing conceptual ''practical capacity'' dynamics to cost functions, cascading failures are well discussed in terms of the degree of congestion in complex networks. Moreover, the efficiency dynamics of the network due to cascading failures is also investigated, and a transition phenomenon is uncovered independent of clustering effect.


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