A decade of application of the Choquet and Sugeno integrals in multi-criteria decision aid

被引:325
|
作者
Grabisch, Michel [1 ]
Labreuche, Christophe [2 ]
机构
[1] Ctr Econ Sorbonne, F-75103 Paris, France
[2] Thales Res & Technol, RD 128, F-91767 Palaiseau, France
关键词
Choquet integral; Sugeno integral; Capacity; Bipolarity; Preferences; DISCRETE FUZZY MEASURES; INTERACTING CRITERIA; AXIOMATIC APPROACH; MOBIUS TRANSFORM; BI-CAPACITIES; AGGREGATION; REPRESENTATION; UTILITY; CLASSIFICATION; BIPOLAR;
D O I
10.1007/s10479-009-0655-8
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
The main advances regarding the use of the Choquet and Sugeno integrals in multi-criteria decision aid over the last decade are reviewed. They concern mainly a bipolar extension of both the Choquet integral and the Sugeno integral, interesting particular submodels, new learning techniques, a better interpretation of the models and a better use of the Choquet integral in multi-criteria decision aid. Parallel to these theoretical works, the Choquet integral has been applied to many new fields, and several softwares and libraries dedicated to this model have been developed.
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页码:247 / 286
页数:40
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