A consensus model for group decision making under trapezoidal fuzzy numbers environment

被引:24
|
作者
Wu, Peng [1 ]
Wu, Qun [1 ]
Zhou, Ligang [1 ,2 ]
Chen, Huayou [1 ]
Zhou, Han [1 ]
机构
[1] Anhui Univ, Sch Math Sci, Hefei 230601, Anhui, Peoples R China
[2] Nanjing Univ Informat Sci & Technol, China Inst Mfg Dev, Nanjing 210044, Jiangsu, Peoples R China
来源
NEURAL COMPUTING & APPLICATIONS | 2019年 / 31卷 / 02期
基金
中国国家自然科学基金;
关键词
Group decision making; Multiplicative trapezoidal fuzzy preference relation; Consensus; Similarity measure; TFPOWGA operator; LINGUISTIC PREFERENCE RELATIONS; AGGREGATION OPERATORS; CONSISTENCY MEASURES; SUPPORT-SYSTEM; RANKING; COMPATIBILITY; FRAMEWORK;
D O I
10.1007/s00521-017-3055-z
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Natural linguistic terms can preferably express the opinions of decision makers in complicated decision environment. Group decision making with multiplicative trapezoidal fuzzy preference relations transforming from natural linguistic terms attracts the attention of researchers for its important research significant. The developed approach is based on consensus improving process by using a new similarity measure and a trapezoidal fuzzy power ordered weighted geometric averaging (TFPOWGA) operator. In order to introduce this approach, firstly, trapezoidal fuzzy power geometric averaging operator and TFPOWGA operator are presented to aggregate trapezoidal fuzzy numbers (TFNs). Secondly, a new similarity measure for TFNs is introduced by combining centroids and areas of TFNs. We further propose a new consensus improving algorithm that consists of consensus measure and a dynamic feedback mechanism containing a multi-objective optimization model and some indirect rules. And then a selection stage is described to rank the alternatives. At last, an example is implemented to demonstrate effectiveness of the approach.
引用
收藏
页码:377 / 394
页数:18
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