• DocumentCode
    3514616
  • Title

    Research of a New Fuzzy Reasoning Method by Moving of Fuzzy Membership Functions

  • Author

    Ho Cholman ; Li Jingjiao ; Sonil, Gwak

  • Author_Institution
    Coll. of Inf. Sci. & Eng., Northeastern Univ., Shenyang, China
  • fYear
    2010
  • fDate
    28-29 Oct. 2010
  • Firstpage
    297
  • Lastpage
    300
  • Abstract
    Fuzzy reasoning methods have demonstrated their ability to solve different kinds of problems in various applications domains. Currently, there is an increasing interest to augment fuzzy reasoning methods with speeding and processing capabilities. Fuzzy reasoning methods are based on four different ideas; compositional rule, it´s variants, type-distance, move method of fuzzy membership functions. Traditional methods have complex processing operation and large complexity. This paper points out a kind of move fuzzy reasoning method which is based on moving of fuzzy membership functions. Because proposed method is not based on traditional implication operation and it´s operation is simple, it could be used to solve different kinds of problems. Moreover the proposed method is compared with TS method and TD method theoretically and experimentally. Through comparison of the past reasoning method, effectiveness of proposed method is shown. This algorithm gives us the reductive property.
  • Keywords
    fuzzy reasoning; fuzzy set theory; TD method; TS method; compositional rule; fuzzy membership functions; fuzzy reasoning; Approximation methods; Cognition; Educational institutions; Fuzzy reasoning; Fuzzy sets; Information science; Pragmatics; Fuzzy Reasoning; Moving of Fuzzy Membership Function; Removal distance; fuzzy model;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligence Information Processing and Trusted Computing (IPTC), 2010 International Symposium on
  • Conference_Location
    Huanggang
  • Print_ISBN
    978-1-4244-8148-4
  • Electronic_ISBN
    978-0-7695-4196-9
  • Type

    conf

  • DOI
    10.1109/IPTC.2010.16
  • Filename
    5663133