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Edges Immunization Strategy Based on Discrete PSO in Weighted Scale-Free Network

by: Lin Bing, Wenzhong Guo, Guolong Chen
In Innovative Mobile and Internet Services in Ubiquitous Computing (IMIS), 2012 Sixth International Conference on (July 2012), pp. 384-389, doi:10.1109/imis.2012.42  Key: citeulike:11867371

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Abstract

In terms of weighted scale-free networks' properties, this paper proposes edges immunization based on discrete particle swarm optimization algorithm. We translate the virus immunization problem to a multi-objective optimization problem in this paper. After a set of edges are immunized, the network is divided into sub-networks whose nodes strength and average path length are as small as possible. Experiment results show that the proposed algorithm has a higher spread threshold and better performance than the traditional immunization strategies.


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