• DocumentCode
    3132456
  • Title

    A new locally convergent particle swarm optimiser

  • Author

    van den Bergh, F. ; Engelbrecht, A.P.

  • Author_Institution
    Dept. of Comput. Sci., Pretoria Univ., South Africa
  • Volume
    3
  • fYear
    2002
  • fDate
    6-9 Oct. 2002
  • Abstract
    This paper introduces a new Particle Swarm Optimisation (PSO) algorithm with strong local convergence properties. The new algorithm performs much better with a smaller number of particles, compared to the original PSO. This property is desirable when designing a niching PSO algorithm.
  • Keywords
    convergence; optimisation; guaranteed convergence properties; local minima; particle swarm optimisation algorithm; strong local convergence properties; unimodal functions; update equation; Africa; Computer science; Convergence; Equations; Neural networks; Optimization methods; Particle swarm optimization; Stochastic processes; Tail; Vents;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems, Man and Cybernetics, 2002 IEEE International Conference on
  • ISSN
    1062-922X
  • Print_ISBN
    0-7803-7437-1
  • Type

    conf

  • DOI
    10.1109/ICSMC.2002.1176018
  • Filename
    1176018
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3132456