• DocumentCode
    3246681
  • Title

    Evaporation as a Self-Adaptation Mechanism for PSO

  • Author

    Fernandez-Marquez, Jose Luis ; Arcos, Josep Lluis

  • Author_Institution
    Artificial Intell. Res. Inst., Spanish Nat. Res. Council, Bellaterra
  • fYear
    2008
  • fDate
    20-24 Oct. 2008
  • Firstpage
    465
  • Lastpage
    466
  • Abstract
    This work extends the Particle swarm optimization (PSO) algorithm for working on dynamic environments. We propose an evaporation mechanism to solve the outdated memory problem. We empirically show that our evaporation mechanism is able to achieve self-adaption without any knowledge on when changes occur.
  • Keywords
    particle swarm optimisation; PSO; mechanism; outdated memory problem; particle swarm optimization algorithm; self-adaptation mechanism; Artificial intelligence; Collaboration; Computational efficiency; Convergence; Councils; Degradation; Particle swarm optimization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Self-Adaptive and Self-Organizing Systems, 2008. SASO '08. Second IEEE International Conference on
  • Conference_Location
    Venezia
  • Print_ISBN
    978-0-7695-3404-6
  • Type

    conf

  • DOI
    10.1109/SASO.2008.27
  • Filename
    4663452
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3246681