DocumentCode
49863
Title
Distributive Equations of Fuzzy Implications Based on Continuous Triangular Conorms Given as Ordinal Sums
Author
Xie, Aifang ; Li, Cong ; Liu, Hongying
Author_Institution
School of Mathematics, Shandong University, Jinan, China
Volume
21
Issue
3
fYear
2013
fDate
Jun-13
Firstpage
541
Lastpage
554
Abstract
Recently, the distributive equations of fuzzy implications based on t -norms or t-conorms have become a focus of research. The solutions to these equations can help people design the structures of fuzzy systems in such a way that the number of rules is largely reduced. This paper studies the distributive functional equation
, where
and
are two continuous t -conorms given as ordinal sums, and
is a binary function which is increasing with respect to the second place. If there is no summand of
in the interval
, we get its continuous solutions directly. If there are summands of
in the interval
, by defining a new concept called feasible correspondence and using this concept, we describe the solvability of the distributive equation above and characterize its general continuous solutions. When
is restricted to fuzzy implications, it is showed that there is no continuous solution to this equation. We characterize its fuzzy implication solutions, which are continuous on
.
Keywords
Accuracy; Additives; Equations; Explosions; Fuzzy systems; Generators; Indexes; Continuous t-conorms; distributive functional equations; fuzzy implications; ordinal sums;
fLanguage
English
Journal_Title
Fuzzy Systems, IEEE Transactions on
Publisher
ieee
ISSN
1063-6706
Type
jour
DOI
10.1109/TFUZZ.2012.2221719
Filename
6319381
Link To Document