DocumentCode :
2247662
Title :
A new and efficient method for the type-2 meet operation
Author :
Coupland, Simon ; John, Robert
Author_Institution :
Center for Comput. Intelligence, De Montfort Univ., Leicester, UK
Volume :
2
fYear :
2004
fDate :
25-29 July 2004
Firstpage :
959
Abstract :
Type-2 fuzzy logic systems require considerable processing resources to arrive at a conclusion. This paper shows how this can be significantly reduced, focusing specifically on the meet operation. We show how to eliminate large amounts of redundancy from the operation and then present a geometric method that is even more efficient. Results from initial experiments into performance increases are given. These results show that our method can give a significant increase in performance for certain types of secondary memberships.
Keywords :
fuzzy logic; fuzzy set theory; fuzzy systems; geometry; geometric method; processing resources; redundancy elimination; secondary memberships; type-2 fuzzy logic systems; Bismuth; Computational intelligence; Fuzzy logic; Fuzzy sets; Interpolation; System performance; Terminology; Uncertainty;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Fuzzy Systems, 2004. Proceedings. 2004 IEEE International Conference on
ISSN :
1098-7584
Print_ISBN :
0-7803-8353-2
Type :
conf
DOI :
10.1109/FUZZY.2004.1375537
Filename :
1375537
Link To Document :
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