Title :
Interval t-norms as Interval Representations of t-norms
Author :
Bedregal, Benjamín René Callejas ; Takahashi, Adriana
Author_Institution :
Dept. of Informatics & Appl. Math., Fed. Univ. of Rio Grande do Norte, Lagoa Nova
Abstract :
In this paper a new interval generalization for t-norms is proposed. The main property of our generalization is that each interval t-norm can be seen as an interval representation of a t-norm and, therefore, can be used to deal with correctness of interval fuzzy algorithms. Moreover, how to obtain in a canonical way the best interval representation (interval t-norm) for a t-norm will be shown. Also it will be proved that the main classes of t-norms, such as continuous, Archimedean, without zero divisors, and idempotent, are preserved by these constructions
Keywords :
fuzzy logic; fuzzy set theory; Archimedean t-norms; continuous t-norms; idempotent t-norms; interval fuzzy algorithm correctness; interval generalization; interval representations; interval t-norms; zero divisors; Computational intelligence; Fuzzy control; Fuzzy logic; Fuzzy reasoning; Fuzzy set theory; Humans; Informatics; Laboratories; Mathematics; Uncertainty;
Conference_Titel :
Fuzzy Systems, 2005. FUZZ '05. The 14th IEEE International Conference on
Conference_Location :
Reno, NV
Print_ISBN :
0-7803-9159-4
DOI :
10.1109/FUZZY.2005.1452515