• DocumentCode
    2768650
  • Title

    Stochastic stability analysis of the particle dynamics in the PSO algorithm

  • Author

    Gazi, Veysel

  • Author_Institution
    Dept. of Electr. & Electron. Eng., Istanbul Kemerburgaz Univ., Bağcılar, Turkey
  • fYear
    2012
  • fDate
    3-5 Oct. 2012
  • Firstpage
    708
  • Lastpage
    713
  • Abstract
    In this article we analyze the stability of the particle dynamics in the Particle Swarm Optimization algorithm using tools from the nonlinear control systems literature including positive realness and stability of stochastic systems.
  • Keywords
    nonlinear control systems; particle swarm optimisation; stability; stochastic systems; PSO algorithm; nonlinear control systems; particle dynamics; particle swarm optimization algorithm; positive realness; stochastic stability analysis; Asymptotic stability; Convergence; Equations; Heuristic algorithms; Linear programming; Stability analysis; Vectors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Control (ISIC), 2012 IEEE International Symposium on
  • Conference_Location
    Dubrovnik
  • ISSN
    2158-9860
  • Print_ISBN
    978-1-4673-4598-9
  • Electronic_ISBN
    2158-9860
  • Type

    conf

  • DOI
    10.1109/ISIC.2012.6398264
  • Filename
    6398264
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2768650