• DocumentCode
    798054
  • Title

    Algorithms for the computation of T-transitive closures

  • Author

    Naessens, Helga ; De Meyer, H. ; De Baets, Bernard

  • Author_Institution
    Hogeschool Gent, Belgium
  • Volume
    10
  • Issue
    4
  • fYear
    2002
  • fDate
    8/1/2002 12:00:00 AM
  • Firstpage
    541
  • Lastpage
    551
  • Abstract
    We present two weight-driven algorithms for the computation of the T-transitive closure of a symmetric binary fuzzy relation on a finite universe X with cardinality n (or, equivalently, of a symmetric (n×n)-matrix with elements in [0, 1]), with T a triangular norm. The first algorithm is proven to be valid for any triangular norm T, whereas the second algorithm is shown to be valid when T is either the minimum operator or an Archimedean triangular norm. Furthermore, we investigate how these algorithms can be appropriately adapted to generate the T-transitive closure of nonsymmetric binary fuzzy relations (or matrices) as well.
  • Keywords
    fuzzy set theory; symmetry; Archimedean triangular norm; T-transitive closure; T-transitive closure computation; minimum operator; nonsymmetric binary fuzzy relations; symmetric binary fuzzy relation; symmetric square matrix; triangular norm; weight-driven algorithms; Biometrics; Computer science; Extraterrestrial measurements; Fuzzy logic; Fuzzy sets; Fuzzy systems; Mathematics; Process control; Prototypes; Symmetric matrices;
  • fLanguage
    English
  • Journal_Title
    Fuzzy Systems, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1063-6706
  • Type

    jour

  • DOI
    10.1109/TFUZZ.2002.800654
  • Filename
    1022875