EDAS method for multiple attribute group decision making under spherical fuzzy environment

被引:3
|
作者
Diao, Fengxia [1 ]
Wei, Guiwu [1 ,2 ]
机构
[1] Sichuan Normal Univ, Sch Math Sci, Chengdu, Sichuan, Peoples R China
[2] Sichuan Normal Univ, Sch Business, Chengdu 610101, Sichuan, Peoples R China
关键词
Multi-attribute group decision-making (MAGDM); spherical fuzzy set (SFSs); EDAS method; entropy method; INTUITIONISTIC FUZZY; SUPPLIER SELECTION; SETS; DISTANCE; INFORMATION; EXTENSION;
D O I
10.3233/KES-220018
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Despite the importance of multi-attribute group decision making (MAGDM) problem in the field of optimal design, it is still a huge challenge to propose a solution due to its uncertainty and fuzziness. The spherical fuzzy sets (SFSs) can express vague and complicated information of MAGDM problem more widely. The Evaluation based on Distance from Average Solution (EDAS) method, as a highly practical decision-making method, has received extensive attention from researchers for solving MAGDM problem. In this paper, a spherical fuzzy EDAS (SF-EDAS) method is proposed to solve the MAGDM problem. Moreover, the entropy method is also introduced to determine objective weights, resulting in a more proper weight information. In addition, a practical example is settled by SF-EDAS method, which proves the excellent efficiency in applications of MAGDM problem. The SF-EDAS method provides an effective method for solving MAGDM problems under SFSs, and EDAS also provides a reference for further promotion of other decision-making environments.
引用
收藏
页码:175 / 188
页数:14
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