Title :
Aggregation Operators and Commuting
Author :
Saminger-Platz, Susanne ; Mesiar, Radko ; Dubois, Didier
Author_Institution :
Johannes Kepler Univ., Linz
Abstract :
Commuting is an important property in any two-step information merging procedure where the results should not depend on the order in which the single steps are performed. We investigate the property of commuting for aggregation operators in connection with their relationship to bisymmetry. In case of bisymmetric aggregation operators we show a sufficient condition ensuring that two operators commute, while for bisymmetric aggregation operators with neutral element we even provide a full characterization of commuting n-ary operators by means of unary distributive functions. The case of associative operations, especially uninorms, is considered in detail.
Keywords :
fuzzy set theory; sensor fusion; associative operations; bisymmetric aggregation operators; commuting n-ary operators; especially uninorms; neutral element; two-step information merging procedure; unary distributive functions; Automation; Civil engineering; Equations; Information geometry; Mathematics; Merging; Performance evaluation; Probability distribution; Sufficient conditions; Utility theory; Aggregation operators; bisymmetry; commuting operators; consensus;
Journal_Title :
Fuzzy Systems, IEEE Transactions on
DOI :
10.1109/TFUZZ.2006.890687