Pythagorean Cubic fuzzy Hamacher aggregation operators and their application in green supply selection problem

被引:14
|
作者
Abdullah, Saleem [1 ]
Qiyas, Muhammad [1 ]
Naeem, Muhammad [2 ]
Mamona [1 ]
Liu, Yi [3 ]
机构
[1] Abdul Wali Khan Univ Mardan, Dept Math, Mardan, KP, Pakistan
[2] Umm Al Qura Univ, POB 715, Mecca, Saudi Arabia
[3] Neijiang Normal Univ, Sch Math & Informat, Neijiang, Sichuan, Peoples R China
来源
AIMS MATHEMATICS | 2022年 / 7卷 / 03期
关键词
Pythagorean cubic fuzzy sets; Hamacher aggregation operators; Pythagorean Cubic fuzzy Hamacher average operators; Pythagorean Cubic fuzzy Hamacher geometric operators; CHAIN MANAGEMENT; DECISION-SUPPORT; PERFORMANCE; SETS; OPTIMIZATION; PERSPECTIVE; INNOVATION; INDUSTRY; DRIVERS; IMPACT;
D O I
10.3934/math.2022263
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
The green chain supplier selection process plays a major role in the environmental decision for the efficient and effective supply chain management. Therefore, the aim of this paper is to develop a mechanism for decision making on green chain supplier problem. First, we define the Hamacher operational law for Pythagorean cubic fuzzy numbers (PCFNs) and study their fundamental properties. Based on the Hamacher operation law of PCFNs, we defined Pythagorean cubic fuzzy aggregation operators by using Hamacher t-norm and t-conorm. Further, we develop a series of Pythagorean cubic fuzzy Hamacher weighted averaging (PCFHWA), Pythagorean cubic fuzzy Hamacher order weighted averaging (PCFHOWA) Pythagorean Cubic fuzzy Hamacher hybrid averaging (PCFHHA), Pythagorean Cubic fuzzy Hamacher weighted Geometric (PCFHWG), Pythagorean Cubic fuzzy Hamacher order weighted Geometric (PCFHOWG), and Pythagorean Cubic fuzzy Hamacher hybrid geometric (PCFHHA) operators. Furthermore, we apply these aggregation operators of Pythagorean Cubic fuzzy numbers to the decision making problem for green supplier selection. We construct an algorithm for the group decision making by using aggregation operators and score function. The proposed decision making method applies to green chain supplier selection problem and find the best green supplier for green supply chain management. The proposed method compared with other group decision techniques under Pythagorean cubic fuzzy information. From the comparison and sensitivity analysis, we concluded that our proposed method is more generalized and effective method.
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页码:4735 / 4766
页数:32
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