• DocumentCode
    2668978
  • Title

    Particle swarm optimization for the multi level capacitated minimum spanning tree

  • Author

    Papagianni, C. ; Pappas, C. ; Lefkaditis, N. ; Venieris, I.S.

  • Author_Institution
    Sch. of Electr. & Comput. Eng., Nat. Tech. Univ. of Athens, Athens, Greece
  • fYear
    2009
  • fDate
    12-14 Oct. 2009
  • Firstpage
    765
  • Lastpage
    770
  • Abstract
    In the presented study Particle Swarm Optimization will be applied on an instance of the Multi Level Capacitated Minimum Spanning Tree Problem. Specifically a diversity preservation global variant of the PSO meta-heuristic will be presented. The particular PSO variant includes Gaussian mutation to avoid premature convergence and alternative selection of the flight guide per particle. Obtained results are compared with corresponding evolutionary approaches. Potential tree solutions are encoded/decoded using Network Random Keys. A real world network design case is introduced.
  • Keywords
    particle swarm optimisation; trees (mathematics); multilevel capacitated minimum spanning tree; network random keys; particle swarm optimization; Particle swarm optimization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Science and Information Technology, 2009. IMCSIT '09. International Multiconference on
  • Conference_Location
    Mragowo
  • Print_ISBN
    978-1-4244-5314-6
  • Type

    conf

  • DOI
    10.1109/IMCSIT.2009.5352755
  • Filename
    5352755