• DocumentCode
    2225387
  • Title

    Modification of PSO algorithm for the purpose of space exploration

  • Author

    Masár, M. ; Zelenka, J.

  • Author_Institution
    Ustav informatiky SAV, Bratislava, Slovakia
  • fYear
    2012
  • fDate
    26-28 Jan. 2012
  • Firstpage
    223
  • Lastpage
    226
  • Abstract
    Space exploration is usual task in multi-robot coordination. There are several methods that are applied to this issue. To address this problem, we propose modification of PSO algorithm which is described in this paper. Beside the fact that in our method a virtual particles are meant to be embedded in a real robots, the main changes, compared to the classical PSO, are in a fitness function and a cognitive component.
  • Keywords
    multi-robot systems; particle swarm optimisation; PSO algorithm; cognitive component; fitness function; multirobot coordination; space exploration; virtual particles; Clustering algorithms; Particle swarm optimization; Proposals; Robot kinematics; Space exploration; Vectors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Applied Machine Intelligence and Informatics (SAMI), 2012 IEEE 10th International Symposium on
  • Conference_Location
    Herl´any
  • Print_ISBN
    978-1-4577-0196-2
  • Type

    conf

  • DOI
    10.1109/SAMI.2012.6208962
  • Filename
    6208962