• DocumentCode
    328313
  • Title

    Toward fast reasoning for fuzzy logic inference

  • Author

    Chen, Hung-Pin ; Shyur, Jui-Ching ; Parng, Tai-Ming

  • Author_Institution
    Dept. of Electr. Eng., Nat. Taiwan Univ., Taipei, Taiwan
  • Volume
    1
  • fYear
    1993
  • fDate
    25-29 Oct. 1993
  • Firstpage
    697
  • Abstract
    This paper presents a method for seducing computations in fuzzy logic inference. Reduction of computations is achieved via three points: (1) avoid match-degree computations over the whole universe; (2) remove redundant match-degree calculation in common IF-clauses; and (3) omit calculations of the same fuzzy value in the ´THEN-part´ of different rules. By using these techniques, we show several times improvements over previous methods by truck backer-upper control systems. We also note that no information of linguistic concept is lost in proposed method.
  • Keywords
    fuzzy control; fuzzy logic; inference mechanisms; uncertainty handling; fast reasoning; fuzzy logic inference; if-then rule; linguistic concept; truck backer-upper control systems; Broadcasting; Control system synthesis; Control systems; Equations; Fuzzy logic; Input variables; Performance evaluation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks, 1993. IJCNN '93-Nagoya. Proceedings of 1993 International Joint Conference on
  • Print_ISBN
    0-7803-1421-2
  • Type

    conf

  • DOI
    10.1109/IJCNN.1993.714009
  • Filename
    714009