Generalized attitudinal Choquet integral

被引:4
作者
Aggarwal, Manish [1 ]
机构
[1] Indian Inst Management Ahmedabad, Informat Syst Area, Ahmadabad 380015, Gujarat, India
关键词
attitudinal character; Choquet integral; compensative; decision analysis; human aggregation; multicriteria decision-making; GROUP DECISION-MAKING; OWA OPERATOR; HIERARCHICAL AGGREGATION; FUZZY AGGREGATION; NEURAL NETWORKS; CONNECTIVES;
D O I
10.1002/int.22074
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Attitudinal Choquet integral (ACI) extends Choquet integral (CI) through a consideration of a decision-maker's (DM's) attitudinal character. In this paper, we generalize ACI, and the resulting operator is termed as generalized ACI (GACI). GACI adds to the efficacy of the ACI in the representation of a DM's unique and complex attitudinal character. It also generates a vast range of exponential ACI operators, such as harmonic ACI, ACI, quadratic ACI, to name a few. We further present induced GACI to consider additional information that may be associated with the arguments of aggregation. The special cases of the proposed operators are investigated. The usefulness of the proposed operators in modelling human decision behavior is shown through a case study.
引用
收藏
页码:733 / 753
页数:21
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