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
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