• DocumentCode
    3776488
  • Title

    Spider´s behavior for ant based clustering algorithm

  • Author

    Amira Hamdi;Nicolas Monmarch?;Mohamed Slimane;Adel M. Alimi

  • Author_Institution
    REGIM-Lab.: REsearch Groups in Intelligent Machines, University of Sfax, ENIS, BP 1173, Sfax, 3038, Tunisia
  • fYear
    2015
  • Firstpage
    254
  • Lastpage
    259
  • Abstract
    This paper describes a novel bio-inspired metaheuristic named ASClass for data clustering problem. The particular principles used for the design of this strategy are inspired by the foraging behavior observed in ant colony. In this technique, an ant colony optimization algorithm is used to search a closed tour of minimal length connecting n objects in database. The process of building path-object is inspired by the collective weaving observed in social spiders.
  • Keywords
    "Iris","Weaving","Biological system modeling","Computational modeling"
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Systems Design and Applications (ISDA), 2015 15th International Conference on
  • Electronic_ISBN
    2164-7151
  • Type

    conf

  • DOI
    10.1109/ISDA.2015.7489234
  • Filename
    7489234