• DocumentCode
    1880674
  • Title

    The effect of environmental structure on the utility of communication in hive-based swarms

  • Author

    Schermerhorn, Paul ; Scheutz, Matthias

  • Author_Institution
    Dept. of Comput. Sci. & Eng., Notre Dame Univ., USA
  • fYear
    2005
  • fDate
    8-10 June 2005
  • Firstpage
    440
  • Lastpage
    443
  • Abstract
    This paper is an examination of communication in hive-based swarms in the biological setting, focusing on the effect environmental factors have on the utility of communication. Our investigation utilizes a generational survival task to measure the benefit of communication in a biological setting. Swarm members forage for food, consuming energy in the process, and returning to a central "hive" to contribute any surplus. The resources of the hive determine when reproduction is possible, so it is in the best interest of the population to maximize the efficiency of foraging. The measure of performance is the size of the swarm surviving at the end of a simulation run. Each simulation begins with a swarm of fixed size (5 agents), making contributions to the hive (and subsequent procreation) necessary for good performance.
  • Keywords
    artificial intelligence; ecology; biological setting; environmental factors; environmental structure; hive-based swarms; Animal structures; Artificial intelligence; Biological system modeling; Computer science; Environmental factors; Insects; Intelligent robots; Laboratories; Noise level; Size measurement;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Swarm Intelligence Symposium, 2005. SIS 2005. Proceedings 2005 IEEE
  • Print_ISBN
    0-7803-8916-6
  • Type

    conf

  • DOI
    10.1109/SIS.2005.1501661
  • Filename
    1501661