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 I(x,S_1(y,z))=S_2(I(x,y),I(x,z)) , where S_1 and S_2 are two continuous t -conorms given as ordinal sums, and I:[\\hbox {0},{1}]^2\\rightarrow [\\hbox {0},{1}] is a binary function which is increasing with respect to the second place. If there is no summand of S_2 in the interval [I({1},\\hbox {0}),I({1},{1})] , we get its continuous solutions directly. If there are summands of S_2 in the interval [I({1},\\hbox {0}),I({1},{1})] , 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 I 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 (\\hbox {0},{1}]\\times [\\hbox {0},{1}] .
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 :
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