• DocumentCode
    226638
  • Title

    Particle swarm optimization based distributed agreement in multi-agent dynamic systems

  • Author

    Gazi, Veysel ; Ordonez, Raul

  • Author_Institution
    Dept. of Electr. & Electron. Eng., Istanbul Kemerburgaz Univ., Bağcılar, Turkey
  • fYear
    2014
  • fDate
    9-12 Dec. 2014
  • Firstpage
    1
  • Lastpage
    7
  • Abstract
    In this article we approach the problem of distributed agreement in multi-agent systems using asynchronous particle swarm optimization (PSO) with dynamic neighborhood. The agents are considered as PSO particles which are assumed to have time-dependent neighborhoods, operate asynchronously and incur time delays during information exchange. The performance of the PSO based agreement algorithm is verified using representative numerical simulations.
  • Keywords
    multi-agent systems; particle swarm optimisation; PSO based agreement algorithm; dynamic neighborhood; information exchange; multiagent dynamic systems; numerical simulations; particle swarm optimization based distributed agreement; time delays; time-dependent neighborhoods; Convergence; Cost function; Delay effects; Heuristic algorithms; Multi-agent systems; Sensors; Topology;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Swarm Intelligence (SIS), 2014 IEEE Symposium on
  • Conference_Location
    Orlando, FL
  • Type

    conf

  • DOI
    10.1109/SIS.2014.7011792
  • Filename
    7011792