• DocumentCode
    996310
  • Title

    The fidelity of fuzzy-logic inference

  • Author

    Thornber, K.K.

  • Author_Institution
    NEC Res. Inst., Princeton, NJ
  • Volume
    1
  • Issue
    4
  • fYear
    1993
  • fDate
    11/1/1993 12:00:00 AM
  • Firstpage
    288
  • Lastpage
    297
  • Abstract
    The concept of fidelity of inference is introduced in order to quantify the degree to which the inferred value of a consequent can be regarded as valid. This concept also enhances our understanding of other aspects of fuzzy-logic inference including transitivity, intuitive leap, rada, and coupled implicative equations. It also enables many of the results derived earlier for element-by-element implication and derived implication to be taken over to inclusion and derived inclusion. Finally, it permits this inference to be carried out in hardware using simple circuitry, and provides a natural measure of noise immunity
  • Keywords
    fuzzy logic; fuzzy set theory; inference mechanisms; truth maintenance; uncertainty handling; coupled implicative equations; derived implication; element-by-element implication; fidelity; fuzzy-logic inference; intuitive leap; noise immunity; rada; transitivity; Boolean functions; Circuit noise; Equations; Fuzzy logic; Hardware; Multivalued logic; Noise measurement;
  • fLanguage
    English
  • Journal_Title
    Fuzzy Systems, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1063-6706
  • Type

    jour

  • DOI
    10.1109/91.251929
  • Filename
    251929