Article (Scientific journals)
An axiomatic approach of the discrete Choquet integral as a tool to aggregate interacting criteria
Marichal, Jean-Luc
2000In IEEE Transactions on Fuzzy Systems, 8 (6), p. 800-807
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Keywords :
multicriteria decision making; interacting criteria; Choquet integral
Abstract :
[en] The most often used operator to aggregate criteria in decision making problems is the classical weighted arithmetic mean. In many problems however, the criteria considered interact, and a substitute to the weighted arithmetic mean has to be adopted. We show that, under rather natural conditions, the discrete Choquet integral is an adequate aggregation operator that extends the weighted arithmetic mean by the taking into consideration of the interaction among criteria. The axiomatic that supports the Choquet integral is presented and an intuitive approach is proposed as well.
Disciplines :
Mathematics
Quantitative methods in economics & management
Identifiers :
UNILU:UL-ARTICLE-2010-380
Author, co-author :
Marichal, Jean-Luc ;  University of Liège, Belgium > Institute of Mathematics
Language :
English
Title :
An axiomatic approach of the discrete Choquet integral as a tool to aggregate interacting criteria
Publication date :
December 2000
Journal title :
IEEE Transactions on Fuzzy Systems
ISSN :
1063-6706
eISSN :
1941-0034
Publisher :
IEEE
Volume :
8
Issue :
6
Pages :
800-807
Peer reviewed :
Peer Reviewed verified by ORBi
Funders :
Fonds National de la Recherche Scientifique - FNRS (Belgium)
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since 18 May 2013

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