An axiomatic approach of the discrete Choquet integral as a tool to aggregate interacting criteria

被引:269
作者
Marichal, JL [1 ]
机构
[1] Univ Liege, Inst Math, B-4000 Liege, Belgium
关键词
Choquet integral; interacting criteria; multicriteria decision making;
D O I
10.1109/91.890347
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
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.
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页码:800 / 807
页数:8
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