Novel Approach for Third-Party Reverse Logistic Provider Selection Process under Linear Diophantine Fuzzy Prioritized Aggregation Operators

被引:51
|
作者
Riaz, Muhammad [1 ]
Farid, Hafiz Muhammad Athar [1 ]
Aslam, Muhammad [2 ]
Pamucar, Dragan [3 ]
Bozanic, Darko [4 ]
机构
[1] Univ Punjab, Dept Math, Lahore 54590, Pakistan
[2] King Khalid Univ, Coll Sci, Dept Math, Abha 61413, Saudi Arabia
[3] Univ Def Belgarde, Mil Acad, Dept Logist, Belgarde 11000, Serbia
[4] Univ Def Belgarde, Mil Acad, Belgarde 11000, Serbia
来源
SYMMETRY-BASEL | 2021年 / 13卷 / 07期
关键词
prioritized AOs; linear Diophantine fuzzy numbers; reverse logistics; symmetry of optimal decision; MCDM; MULTICRITERIA DECISION-MAKING; GREEN SUPPLY CHAIN; PYTHAGOREAN MEMBERSHIP GRADES; MULTI CRITERIA APPROACH; ENVIRONMENTAL-MANAGEMENT; MODEL; PERFORMANCE; TOPSIS; MCDM; METHODOLOGY;
D O I
10.3390/sym13071152
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Aggregation operators are fundamental concept for information fusion in real-life problems. Many researchers developed aggregation operators for multi-criteria decision-making (MCDM) under uncertainty. Unfortunately, the existing operators can be utilized under strict limitations and constraints. In this manuscript, we focused on new prioritized aggregation operators which remove the strict limitations of the existing operators. The addition of reference parameters associated with membership and non-membership grades in the linear Diophantine Fuzzy sets provide a robust modeling for MCDM problems. The primary objective of this manuscript is to introduce new aggregation operators for modeling uncertainty by using linear Diophantine Fuzzy information. For this objective we develop aggregation operators (AO) namely, "linear Diophantine Fuzzy prioritized weighted average" (LDFPWA) operator and "linear Diophantine Fuzzy prioritized weighted geometric" (LDFPWG) operator. Certain essential properties of new prioritized AOs are also proposed. A secondary objective is to discuss a practical application of third party reverse logistic provider (3PRLP) optimization problem. The efficiency, superiority, and rationality of the proposed approach is analyzed by a numerical example to discuss 3PRLP. The symmetry of optimal decision and ranking of feasible alternatives is followed by a comparative analysis.
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页数:31
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