DocumentCode
890334
Title
On the representation of intuitionistic fuzzy t-norms and t-conorms
Author
Deschrijver, Glad ; Cornelis, Chris ; Kerre, Etienne E.
Author_Institution
Dept. of Math. & Comput. Sci., Ghent Univ., Belgium
Volume
12
Issue
1
fYear
2004
Firstpage
45
Lastpage
61
Abstract
Intuitionistic fuzzy sets form an extension of fuzzy sets: while fuzzy sets give a degree to which an element belongs to a set, intuitionistic fuzzy sets give both a membership degree and a nonmembership degree. The only constraint on those two degrees is that their sum must be smaller than or equal to 1. In fuzzy set theory, an important class of triangular norms and conorms is the class of continuous Archimedean nilpotent triangular norms and conorms. It has been shown that for such t-norms T there exists a permutation φ of [0,1] such that T is the φ-transform of the Lukasiewicz t-norm. In this paper we introduce the notion of intuitionistic fuzzy t-norm and t-conorm, and investigate under which conditions a similar representation theorem can be obtained.
Keywords
computational linguistics; fuzzy logic; fuzzy set theory; inference mechanisms; Archimedean property; fuzzy inference; fuzzy t-conorm; fuzzy t-norm; intuitionistic fuzzy set; membership degree; nilpotency; nonmembership degree; phi-transform; representation theorem; triangular conorm; triangular norm; Computer science; Databases; Fuzzy reasoning; Fuzzy set theory; Fuzzy sets; Fuzzy systems; Mathematical model; Mathematics; Set theory; Uncertainty;
fLanguage
English
Journal_Title
Fuzzy Systems, IEEE Transactions on
Publisher
ieee
ISSN
1063-6706
Type
jour
DOI
10.1109/TFUZZ.2003.822678
Filename
1266386
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