THE UNCERTAIN GENERALIZED OWA OPERATOR AND ITS APPLICATION TO FINANCIAL DECISION MAKING

被引:36
|
作者
Merigo, Jose M. [1 ]
Casanovas, Montserrat [1 ]
机构
[1] Univ Barcelona, Dept Business Adm, Barcelona 08034, Spain
关键词
OWA operator; aggregation operators; decision making; uncertainty; AGGREGATION OPERATORS; FUZZY; MODEL; WEIGHTS; INFORMATION; RANKINGS;
D O I
10.1142/S0219622011004300
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We introduce the uncertain generalized OWA (UGOWA) operator. This operator is an extension of the OWA operator that uses generalized means and uncertain information represented as interval numbers. By using UGOWA, it is possible to obtain a wide range of uncertain aggregation operators such as the uncertain average (UA), the uncertain weighted average (UWA), the uncertain OWA (UOWA) operator, the uncertain ordered weighted geometric (UOWG) operator, the uncertain ordered weighted quadratic averaging (UOWQA) operator, the uncertain generalized mean (UGM), and many specialized operators. We study some of its main properties, and we further generalize the UGOWA operator using quasi-arithmetic means. The result is the Quasi-UOWA operator. We end the paper by presenting an application to a decision-making problem regarding the selection of financial strategies.
引用
收藏
页码:211 / 230
页数:20
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