DocumentCode :
1096350
Title :
Towards a General Class of Operators for Fuzzy Systems
Author :
Dombi, József
Author_Institution :
Univ. of Szeged, Szeged
Volume :
16
Issue :
2
fYear :
2008
fDate :
4/1/2008 12:00:00 AM
Firstpage :
477
Lastpage :
484
Abstract :
Our starting point is the multiplicative utility function which is extensively used in the theory of multicriteria decision making. Its associativity is shown and as its generalization a class of operators is introduced with fine and useful properties. As in special cases, it reduces to well-known operators of fuzzy set theory: min/max, product, Einstein, Hamacher, Dombi, and drastic. As a consequence, we generalize the addition of velocities in Einstein´s special relativity theory to multiple moving objects. Also, a new form of the Hamacher operator is given, which makes multiargument calculations easier. We examine the De Morgan identity which connects the conjunctive and disjunctive operators by a negation. It is shown that in some special cases (min/max, drastic, and Dombi) the operator class forms a De Morgan triple with any involutive negation.
Keywords :
fuzzy set theory; special relativity; De Morgan identity; Hamacher operator; fuzzy set theory; fuzzy systems; multicriteria decision making; multiplicative utility function; Fuzzy operators; hedges; membership function;
fLanguage :
English
Journal_Title :
Fuzzy Systems, IEEE Transactions on
Publisher :
ieee
ISSN :
1063-6706
Type :
jour
DOI :
10.1109/TFUZZ.2007.905910
Filename :
4469890
Link To Document :
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