• DocumentCode
    1750945
  • Title

    The inconsistency of fuzzy triangular relational products in the light of pseudo-strictly monotonic fuzzy connectives

  • Author

    Hallam, Nasreddine ; Ngo, David Chek Ling

  • Author_Institution
    Fac. of IT, Multimedia University, Selangor, Malaysia
  • Volume
    2
  • fYear
    2001
  • fDate
    25-28 July 2001
  • Firstpage
    721
  • Abstract
    The theory of fuzzy relational products (a relatively new inference scheme) was pioneered by W. Bandler and L.J. Kohout (1978; 1980). The original definitions of triangular products as set by Bandler and Kohout were modified by B. DeBaets and B. Kerre (1993; 1994) after they proved that the original ones were bearing the shortcoming of the non-emptiness requirements and cannot be trusted as a proper deductive scheme. An attempt to apply the improved inference definitions in a real life field, namely medical diagnosis, produced unexpected results. This is because the fuzzy connectives (Kliene-Dines and Luckasievic) do not exhibit the strong property of pseudo-strict monotonicity. The purpose of the paper, apart from being an empirical-oriented research study, is to try the improved definitions by instantiating them with well-known pseudo-strictly monotonic fuzzy connectives
  • Keywords
    fuzzy logic; fuzzy set theory; inference mechanisms; medical expert systems; uncertainty handling; deductive scheme; fuzzy inferences; fuzzy triangular relational product inconsistency; inference definitions; inference scheme; medical diagnosis; non-emptiness requirements; pseudo-strict monotonicity; pseudo-strictly monotonic fuzzy connectives; real life field; Diseases; Engines; Fuzzy logic; Fuzzy set theory; Fuzzy sets; Fuzzy systems; Knowledge based systems; Medical diagnosis; Multimedia systems; Testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    IFSA World Congress and 20th NAFIPS International Conference, 2001. Joint 9th
  • Conference_Location
    Vancouver, BC
  • Print_ISBN
    0-7803-7078-3
  • Type

    conf

  • DOI
    10.1109/NAFIPS.2001.944691
  • Filename
    944691