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
Link To Document :
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