• DocumentCode
    2907451
  • Title

    Defuzzifying formulas in Gödel logic through finitely additive measures

  • Author

    Aguzzoli, Stefano ; Gerla, Brunella ; Marra, Vincenzo

  • Author_Institution
    Dipt. di Sci. dell´´Inf., Univ. degli Studi di Milano, Milan
  • fYear
    2008
  • fDate
    1-6 June 2008
  • Firstpage
    1886
  • Lastpage
    1893
  • Abstract
    Godel logic is the fuzzy logic of the minimum triangular norm and its residuum. Using the functional representation of the Lindenbaum algebra of Godel logic, we analyze the interaction between the integral operator and the logical connectives. On these grounds, we put forth a notion of finitely additive probability measure for Godel logic. Our first main result shows that such measures precisely correspond to integrating the truth value functions induced by Godel formulas with respect to a Borel probability measure on the real unit cube [0,1]n. Our second main result shows that they also coincide with convex combinations of finitely many [0,1]-valued assignments.
  • Keywords
    convex programming; fuzzy logic; integral equations; probability; Borel probability measure; Godel logic; Lindenbaum algebra; convex combinations; defuzzifying formulas; finitely additive probability measure; finitely many [0,1]-valued assignments; functional representation; fuzzy logic; integral operator; logical connectives; minimum triangular norm; truth value functions; Atomic measurements; Boolean algebra; Elbow; Extraterrestrial measurements; Fuzzy logic; Fuzzy sets; Fuzzy systems; Logic functions; Reflection;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems, 2008. FUZZ-IEEE 2008. (IEEE World Congress on Computational Intelligence). IEEE International Conference on
  • Conference_Location
    Hong Kong
  • ISSN
    1098-7584
  • Print_ISBN
    978-1-4244-1818-3
  • Electronic_ISBN
    1098-7584
  • Type

    conf

  • DOI
    10.1109/FUZZY.2008.4630627
  • Filename
    4630627