Prioritized induced probabilistic operator and its application in group decision making

被引:29
|
作者
Alessandri Perez-Arellano, Luis [1 ]
Leon-Castro, Ernesto [1 ]
Aviles-Ochoa, Ezequiel [1 ]
Merigo, Jose M. [2 ]
机构
[1] Univ Occidente, Blvd Lola Beltran S-N Esq Circuito Vial, Culiacan 80200, Mexico
[2] Univ Chile, Sch Econ & Business, Dept Management Control & Informat Syst, Av Diagonal Paraguay 257, Santiago 8330015, Chile
关键词
OWA operator; Prioritized aggregation operators; Induced aggregation operators; Group decision making; INTUITIONISTIC FUZZY-SETS; AGGREGATION OPERATORS; OWA OPERATOR; INFORMATION; RISK;
D O I
10.1007/s13042-017-0724-2
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
A new extension of the ordered weighted average (OWA) operator is presented. This new operator includes the characteristics of three other operators: the prioritized, induced and probabilistic. The name is the prioritized induced probabilistic ordered weighted average (PIPOWA) operator. This operator can be used in a group decision-making process for selection of an alternative, taking into account three aspects: (1) not all of the decision-makers are equally important, (2) the probability of success of each alternative, and (3) an induced weighted vector. In the paper, some families of this operator are presented such as the prioritized probabilistic weighted average (PPOWA) operator and the prioritized induced ordered weighted average (PIOWA) operator. Additionally, some of the parameterized family of the aggregation operators, such as the minimum, maximum and total operator, are presented as special cases. The article also generalizes the PIPOWA operator by using quasi-arithmetic means. Finally, an example for selecting an alternative dispute resolution method in a commercial dispute is presented.
引用
收藏
页码:451 / 462
页数:12
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