• DocumentCode
    1420078
  • Title

    Two-sided (intuitionistic) fuzzy reasoning

  • Author

    Ciftcibasi, Turhan ; Altunay, Derya

  • Author_Institution
    Hacettepe Univ., Ankara, Turkey
  • Volume
    28
  • Issue
    5
  • fYear
    1998
  • fDate
    9/1/1998 12:00:00 AM
  • Firstpage
    662
  • Lastpage
    677
  • Abstract
    Fuzzy propositional logic structure is summarized; different forms of fuzzy propositional expressions and their relations are discussed. Two-sided fuzzy proposition is defined in propositional logic algebra as the counterpart of intuitionistic fuzzy set. The concept of two-sided fuzzy reasoning is discussed and its mathematical structure is developed. Using two-sided fuzzy propositions, human decision-making can be closely simulated by considering his perception of both (somewhat opposite) sides of the subject matter simultaneously. Multiuniverse two-sided fuzzy propositions are presented and multiuniverse operations are defined. Two-sided fuzzy if-then rules are investigated under different interpretations of fuzzy implications, Approximate of these different implications and the inferences in the output universe are investigated, and associated error terms are identified
  • Keywords
    algebra; fuzzy logic; fuzzy set theory; inference mechanisms; fuzzy propositional expressions; fuzzy propositional logic structure; human decision-making; inferences; intuitionistic fuzzy reasoning; intuitionistic fuzzy set; multiuniverse operations; multiuniverse two-sided fuzzy propositions; propositional logic algebra; two-sided fuzzy if-then rules; two-sided fuzzy reasoning; Algebra; Decision making; Fuzzy logic; Fuzzy reasoning; Fuzzy set theory; Fuzzy sets; Humans; Logic functions; Mathematics; Set theory;
  • fLanguage
    English
  • Journal_Title
    Systems, Man and Cybernetics, Part A: Systems and Humans, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1083-4427
  • Type

    jour

  • DOI
    10.1109/3468.709613
  • Filename
    709613