• DocumentCode
    477732
  • Title

    Determination of Fuzzy Logic Membership Functions Using Extended Ant Colony Optimization Algorithm

  • Author

    Jiang, Huan ; Deng, Huiwen ; He, Yingsi

  • Author_Institution
    Sch. of Comput. & Inf. Sci., Southwest China Univ., Chongqing
  • Volume
    1
  • fYear
    2008
  • fDate
    18-20 Oct. 2008
  • Firstpage
    581
  • Lastpage
    585
  • Abstract
    This paper provides a new approach for the optimum determination of membership functions for fuzzy inference system (FIS) based on the use of extended ant colony optimization (ACOR). Proposed method is implemented using Matlab for a single-input and single-output (SISO) FIS and extended for the multiple-input and single-output (MISO) FIS. Simulation results show that the proposed approach could be employed as a simple and effective optimization method for achieving optimum determination of membership functions.
  • Keywords
    fuzzy logic; fuzzy systems; inference mechanisms; optimisation; Matlab; extended ant colony optimization algorithm; fuzzy inference system; fuzzy logic; membership functions; Ant colony optimization; Computational modeling; Distribution functions; Fuzzy logic; Fuzzy systems; Genetic algorithms; Helium; Information science; Optimization methods; Simulated annealing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems and Knowledge Discovery, 2008. FSKD '08. Fifth International Conference on
  • Conference_Location
    Shandong
  • Print_ISBN
    978-0-7695-3305-6
  • Type

    conf

  • DOI
    10.1109/FSKD.2008.105
  • Filename
    4666043
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=477732