• DocumentCode
    1508522
  • Title

    Fuzzy logic control synthesis without any rule base

  • Author

    Novakovic, Branko M.

  • Author_Institution
    FSB, Zagreb Univ., Croatia
  • Volume
    29
  • Issue
    3
  • fYear
    1999
  • fDate
    6/1/1999 12:00:00 AM
  • Firstpage
    459
  • Lastpage
    466
  • Abstract
    A new analytic fuzzy logic control (FLC) system synthesis without any rule base is proposed. For this purpose the following objectives are preferred and reached: 1) an introduction of a new adaptive shape of fuzzy sets and a new adaptive distribution of input fuzzy sets, 2) a determination of an analytic activation function for activation of output fuzzy sets, instead of using of min-max operators, and 3) a definition of a new analytic function that determines the positions of centers of output fuzzy sets in each mapping process, instead of definition of the rule base. A real capability of the proposed FLC synthesis procedures is presented by synthesis of FLC of robot of RRTR-structure
  • Keywords
    control system synthesis; fuzzy control; fuzzy logic; fuzzy set theory; robots; adaptable fuzzy sets; adaptive shape; control synthesis; control system synthesis; fuzzy logic control; fuzzy sets; input fuzzy sets; output fuzzy sets; robot; robot control; Control system analysis; Control system synthesis; Data structures; Flexible manufacturing systems; Fuzzy logic; Fuzzy sets; Intelligent robots; Robot control; Set theory; Shape control;
  • fLanguage
    English
  • Journal_Title
    Systems, Man, and Cybernetics, Part B: Cybernetics, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1083-4419
  • Type

    jour

  • DOI
    10.1109/3477.764883
  • Filename
    764883