• DocumentCode
    3501132
  • Title

    On the Path Towards Autonomic Computing: Combining Swarm Intelligence and Excitable Media Models

  • Author

    Fernandez-Carrasco, L.M. ; Terashima-Marin, Hugo ; Valenzuela-Rendon, Manuel

  • Author_Institution
    Center for Intell. Syst., Inst. Tecnol. y de Estudios Superiores de Monterrey Monterrey, Monterrey
  • fYear
    2008
  • fDate
    27-31 Oct. 2008
  • Firstpage
    192
  • Lastpage
    198
  • Abstract
    The present article presents an approach towards the emergent field of autonomic computing by combining swarm intelligence and excitable media. It is believed that the combination of these scientific fields is capable of generating two important self-* properties required by autonomic systems: self-organization and self-configuration. An agent-based simulation is used to generate swarms, which are then thought as computing tasks; the excitable media is, on the other hand, implemented as a cellular automaton, which is what excites swarms to show autonomic computing features. The results show that combining swarm intelligence and excitable media is a feasible way towards autonomic computing and its desired characteristics, reducing systems´ complex design and implementation.
  • Keywords
    cellular automata; fault tolerant computing; multi-agent systems; agent-based simulation; autonomic computing; autonomic systems; cellular automaton; excitable media models; swarm intelligence; Artificial intelligence; Automata; Biological systems; Biology computing; Computational modeling; Humans; Intelligent systems; Mathematical model; Particle swarm optimization; Software systems; Autonomic Computing; Self-Organization; Swarm Intelligence;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Artificial Intelligence, 2008. MICAI '08. Seventh Mexican International Conference on
  • Conference_Location
    Atizapan de Zaragoza
  • Print_ISBN
    978-0-7695-3441-1
  • Type

    conf

  • DOI
    10.1109/MICAI.2008.51
  • Filename
    4682464