• DocumentCode
    3319429
  • Title

    Computational Complexity Study of Fuzzy Qualitative Temporal Algebra

  • Author

    Badaloni, Silvana ; Falda, Marco ; Giacomin, Massimiliano

  • Author_Institution
    Dept. of Inform. Eng., Padova
  • fYear
    2007
  • fDate
    23-26 July 2007
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    Starting from the complexity classification of qualitative algebra recently proposed by Jonsson and Krokhin, we study the tractable fragments of fuzzy qualitative algebra QAfuz, an integrated framework able to deal with qualitative temporal constraints between points and intervals affected by vagueness and uncertainty. To do this we generalize the results obtained for the classical case exploiting the notion of alpha-cut in relating the QAfuz tractable fragments to their QA classical counterparts. In order to guarantee the applicability of Path-Consistency algorithm, we prove that the identified fragments are algebras. Besides, we also prove that the set of the identified tractable fuzzy fragments is maximal.
  • Keywords
    algebra; computational complexity; constraint theory; fuzzy set theory; computational complexity; fuzzy qualitative temporal algebra; path-consistency algorithm; temporal constraints; tractable fuzzy fragments; uncertainty; vagueness; Algebra; Computational complexity; Fuzzy reasoning; Fuzzy sets; Fuzzy systems; Quality management; Resumes; Uncertainty;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems Conference, 2007. FUZZ-IEEE 2007. IEEE International
  • Conference_Location
    London
  • ISSN
    1098-7584
  • Print_ISBN
    1-4244-1209-9
  • Electronic_ISBN
    1098-7584
  • Type

    conf

  • DOI
    10.1109/FUZZY.2007.4295616
  • Filename
    4295616