Group decision making with distance measures and probabilistic information

被引:34
|
作者
Merigo, Jose M. [1 ,2 ]
Xu, Yejun [3 ]
Zeng, Shouzhen [4 ]
机构
[1] Univ Barcelona, Dept Business Adm, Barcelona 08034, Spain
[2] Univ Manchester, Manchester Business Sch, Manchester M15 6PB, Lancs, England
[3] Hohai Univ, Sch Business, Res Inst Management Sci, Nanjing 211100, Jiangsu, Peoples R China
[4] Zhejiang Wanli Univ, Coll Comp & Informat, Ningbo 315100, Zhejiang, Peoples R China
基金
中国国家自然科学基金;
关键词
Decision making; Selection of policies; Probability; Hamming distance; Aggregation operators; AGGREGATION OPERATORS;
D O I
10.1016/j.knosys.2012.11.014
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper develops a new method for group decision making in political management and introduces the probabilistic ordered weighted averaging distance (POWAD) operator. It is a new aggregation operator that uses a unified model between probabilities and the OWA operator considering the degree of importance that each concept has in the particular problem considered. Moreover, it also uses distance measures in the aggregation process. Some of the main properties of the POWAD operator and different particular cases are studied including the probabilistic maximum distance, the probabilistic minimum distance, the probabilistic Hamming distance, the POWA operator, the Hamming distance and the OWA operator. The applicability of the new approach is also analyzed focussing on a political group decision making problem where the government of a country is planning the general strategy for the next year. (C) 2012 Elsevier B.V. All rights reserved.
引用
收藏
页码:81 / 87
页数:7
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