• DocumentCode
    1838643
  • Title

    An inexact reasoning technique using linguistic rule matrix transformations

  • Author

    Chen, Shyi-Ming

  • Author_Institution
    Dept. of Comput. & Inf. Sci., Nat. Chiao Tung Univ., Hsinchu, Taiwan
  • fYear
    1993
  • fDate
    24-27 May 1993
  • Firstpage
    190
  • Lastpage
    195
  • Abstract
    A technique for dealing with inexact reasoning using linguistic rule matrix transformations is presented. It is assumed that the linguistic terms are represented by trapezoidal fuzzy numbers. However, the linguistic terms can also be represented by other membership functions, such as the S-function, the π function, and the `close to´ function. In this case, the fuzzy numbers `plausible´, `probable´, `likely´, `pretty true´, `sort of true´, `rather true´, `close to 0.8´, `more or less close to 0.8´, etc. also can be used to represent the linguistic truth values of the conditions and the certainty factors of the rules
  • Keywords
    formal languages; fuzzy logic; fuzzy numbers; inexact reasoning; linguistic rule matrix transformations; linguistic terms; linguistic truth values; Expert systems; Fuzzy reasoning; Fuzzy set theory; Fuzzy sets; Fuzzy systems; Hybrid intelligent systems; Information science; Knowledge based systems; Knowledge representation; Uncertainty;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Multiple-Valued Logic, 1993., Proceedings of The Twenty-Third International Symposium on
  • Conference_Location
    Sacramento, CA
  • Print_ISBN
    0-8186-3350-6
  • Type

    conf

  • DOI
    10.1109/ISMVL.1993.289561
  • Filename
    289561