Title :
Edges Immunization Strategy Based on Discrete PSO in Weighted Scale-Free Network
Author :
Lin Bing ; Wenzhong Guo ; Guolong Chen
Author_Institution :
Coll. of Math. & Comput. Sci., Fuzhou Univ., Fuzhou, China
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.
Keywords :
Internet; complex networks; computer network security; computer viruses; particle swarm optimisation; average path length; discrete PSO; discrete particle swarm optimization; edges immunization strategy; multiobjective optimization problem; nodes strength; virus immunization problem; weighted scale-free network; Algorithm design and analysis; Immune system; Linear programming; Optimization; Particle swarm optimization; Sociology; Statistics;
Conference_Titel :
Innovative Mobile and Internet Services in Ubiquitous Computing (IMIS), 2012 Sixth International Conference on
Conference_Location :
Palermo
Print_ISBN :
978-1-4673-1328-5
DOI :
10.1109/IMIS.2012.42