On the representation of intuitionistic fuzzy t-norms and t-conorms

被引:455
|
作者
Deschrijver, G [1 ]
Cornelis, C [1 ]
Kerre, EE [1 ]
机构
[1] Univ Ghent, Fuzziness & Uncertainty Modeling Res Unit, Dept Math & Comp Sci, B-9000 Ghent, Belgium
关键词
archimedean property; intuitionistic fuzzy set; intuitionistic fuzzy triangular norm and conorm; nilpotency; representation theorem; -transform;
D O I
10.1109/TFUZZ.2003.822678
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
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 phi of [0,1] such that T is the phi-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.
引用
收藏
页码:45 / 61
页数:17
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