DocumentCode :
1979182
Title :
Qualitative multicriteria decision making based on the Sugeno integral
Author :
Iourinski, D. ; Modave, F.
Author_Institution :
Texas Univ., El Paso, TX, USA
fYear :
2003
fDate :
24-26 July 2003
Firstpage :
444
Lastpage :
449
Abstract :
In multicriteria decision making (MCDM), we aim at ranking multidimensional alternatives. A traditional approach utility-like approach is to define an appropriate aggregation operator, that aggregates partial preferences based on the decision maker´s behavior. Non-additive measures (or fuzzy measures) have been shown to be well-suited tools for this purpose. However, this was done in an ad hoc way until recently. An axiomatization of multicriteria decision making was given in a quantitative setting, using the Choquet integral for aggregation operator. However, this choice of fuzzy integral is not always adequate from a measurement perspective. The aim of this paper is to give conditions for the existence of a Sugeno integral with respect to some fuzzy measure, representing the global preferences of a decision maker.
Keywords :
decision making; fuzzy logic; fuzzy set theory; integral equations; Choquet integral; MCDM; Sugeno integral; aggregation operator; decision maker; fuzzy integral; fuzzy measures; multicriteria decision making; nonadditive measures; Aggregates; Artificial intelligence; Decision making; Decision theory; Fuzzy sets; Integral equations; Multidimensional systems;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Fuzzy Information Processing Society, 2003. NAFIPS 2003. 22nd International Conference of the North American
Print_ISBN :
0-7803-7918-7
Type :
conf
DOI :
10.1109/NAFIPS.2003.1226826
Filename :
1226826
Link To Document :
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