• DocumentCode
    568652
  • 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
  • fYear
    2012
  • fDate
    4-6 July 2012
  • Firstpage
    384
  • Lastpage
    389
  • 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;
  • fLanguage
    English
  • Publisher
    ieee
  • 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
  • Type

    conf

  • DOI
    10.1109/IMIS.2012.42
  • Filename
    6296883