Spherical fuzzy power partitioned Maclaurin Symmetric Mean Operators and their application in Multiple Attribute Group Decision Making

被引:7
|
作者
Zhang, Huiyuan [1 ,2 ]
Cai, Qiang [3 ]
Wei, Guiwu [2 ,3 ]
机构
[1] Liupanshui Normal Univ, Sch Math & Stat, Liupanshui 553004, Guizhou, Peoples R China
[2] Sichuan Normal Univ, Sch Math Sci, Chengdu 610101, Peoples R China
[3] Sichuan Normal Univ, Sch Business, Chengdu 610101, Peoples R China
关键词
spherical fuzzy sets; partitioned Maclaurin symmetric mean operator; power average operator; multiple attribute group decision making; AGGREGATION OPERATORS; SETS; ENVIRONMENT;
D O I
10.24425/acs.2023.145119
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Spherical fuzzy sets (SFSs) provide more free space for decision makers (DMs) to express preference information from four aspects: approval, objection, abstention and refusal. The par-titioned Maclaurin symmetric mean (PMSM) operator is an effective information fusion tool, which can fully capture the interrelationships among any multiple attributes in the same block whereas attributes in different block are unrelated. Therefore, in this paper, we first extend PMSM operator to spherical fuzzy environment and develop spherical fuzzy PMSM (SFPMSM) oper-ator as well as spherical fuzzy weighted PMSM (SFWPMSM) operator. Meanwhile, we discuss some properties and special cases of these two operators. To diminish the impact of extreme evaluation values on decision-making results, then we integrate power average (PA) operator and PMSM operator to further develop spherical fuzzy power PMSM (SFPPMSM) operator and spherical fuzzy weighted power PMSM (SFWPPMSM) operator and also investigate their desirable properties. Subsequently, a new multiple attribute group decision making (MAGDM) method is established based on SFWPPMSM operator under spherical fuzzy environment. Fi-nally, two numerical examples are used to illustrate the proposed method, and comparative analysis with the existing methods to further testy the validity and superiority of the proposed method.
引用
收藏
页码:179 / 238
页数:60
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