• DocumentCode
    1955805
  • Title

    Symbolic stability analysis under relaxed non-separate condition with new fuzzy inference method

  • Author

    Yamamoto, Hidehiro ; Furuhashi, Takeshi

  • Author_Institution
    Dept. of Inf. Electron., Nagoya Univ., Japan
  • Volume
    2
  • fYear
    2000
  • fDate
    2000
  • Firstpage
    659
  • Abstract
    Stability analysis of fuzzy control systems is one of the main topics of fuzzy control. Previously, a stability analysis method on a symbolic level has been proposed. This method opened the door to the design of a stable fuzzy controller using symbols. The validity of the stability analysis in the symbolic system is not guaranteed in the continuous system. To guarantee this validity, a “relaxed non-separate condition” has been proposed. The problem is that this relaxed condition is only applicable to the systems that have symmetric membership functions. This paper introduces a new fuzzy inference method that enables us to use asymmetric membership functions under the relaxed condition. The proof of the related condition with the new fuzzy inference method is given in this paper
  • Keywords
    control system analysis; fuzzy control; stability; asymmetric membership functions; fuzzy inference method; relaxed nonseparate condition; symbolic stability analysis; symbolic system; symmetric membership functions; Bridges; Continuous time systems; Control systems; Fuzzy control; Fuzzy neural networks; Fuzzy systems; MIMO; Man machine systems; Marine vehicles; Stability analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems, 2000. FUZZ IEEE 2000. The Ninth IEEE International Conference on
  • Conference_Location
    San Antonio, TX
  • ISSN
    1098-7584
  • Print_ISBN
    0-7803-5877-5
  • Type

    conf

  • DOI
    10.1109/FUZZY.2000.839071
  • Filename
    839071