A hybrid decision-making framework under complex spherical fuzzy prioritized weighted aggregation operators

被引:57
作者
Akram, Muhammad [1 ]
Khan, Ayesha [1 ]
Alcantud, Jose Carlos R. [2 ,3 ]
Santos-Garcia, Gustavo [3 ,4 ]
机构
[1] Univ Punjab, Dept Math, Lahore, Pakistan
[2] Univ Salamanca, BORDA Res Unit, Salamanca 37007, Spain
[3] Univ Salamanca, IME Multidisciplinary Inst Enterprise, Salamanca, Spain
[4] Univ Complutense Madrid, FADoSS Res Unit, Madrid, Spain
关键词
boundedness; complex spherical fuzzy numbers; decision matrix; prioritized weighted aggregation operators; score function;
D O I
10.1111/exsy.12712
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Complex spherical fuzzy set, an extended version of spherical fuzzy set, is a very powerful tool to capture fourfold information (typically yes, no, abstain and refusal), in which the range of degrees occurs in the complex plane with unit disk. Through this prominent feature, complex spherical fuzzy sets outperform earlier concepts of fuzzy sets and their extensions. This research article utilizes complex spherical fuzzy sets and prioritized weighted aggregation operators to construct the complex spherical fuzzy prioritized weighted averaging/geometric operators. We present their most noticeable properties. Further, we establish a decision-making approach that takes full advantage of the aforesaid operators. To explore their superiority and applicability in decision making, we apply our algorithm to a numerical example. Finally, we compare this decision-making approach with prevailing methods in this context.
引用
收藏
页数:24
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