• DocumentCode
    527563
  • Title

    A particle swarm optimization for steiner tree problem

  • Author

    Ma, Xuan ; Liu, Qing

  • Author_Institution
    Fac. of Autom. & Inf. Eng., Xi´´an Univ. of Technol., Xi´´an, China
  • Volume
    5
  • fYear
    2010
  • fDate
    10-12 Aug. 2010
  • Firstpage
    2561
  • Lastpage
    2565
  • Abstract
    This paper presents a particle swarm optimization for solving Steiner tree problem. In the algorithm a tree structure representation is used to encode a particle. To realize the transmission of tree structure information a novel method of particles flying in search space is proposed. We also present the r-neighborhood ring topology of particles to enhance the ability of local and global search of PSO algorithm, and a particle mutation method to keep the diversity of particle population. Exhaustive simulation experiments are carried out on different problems and different network topologies. The results indicate that the proposed algorithm has good searching performance for finding optimal Steiner tree.
  • Keywords
    particle swarm optimisation; trees (mathematics); PSO; Steiner tree problem; particle mutation method; particle swarm optimization; r-neighborhood ring topology; tree structure representation; Approximation algorithms; Heuristic algorithms; Marine animals; Network topology; Particle swarm optimization; Steiner trees; Topology; Combinatorial Optimization; Particle Swarm Optimization; Steiner Tree Problem; Tree Structure Coding;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Natural Computation (ICNC), 2010 Sixth International Conference on
  • Conference_Location
    Yantai, Shandong
  • Print_ISBN
    978-1-4244-5958-2
  • Type

    conf

  • DOI
    10.1109/ICNC.2010.5583217
  • Filename
    5583217