An Integrated Multicriteria Group Decision-Making Approach for Green Supplier Selection Under Pythagorean Fuzzy Scenarios

被引:22
|
作者
Zhou, Fang [1 ,2 ]
Chen, Ting-Yu [1 ,3 ,4 ]
机构
[1] Chang Gung Univ, Grad Inst Business & Management, Taoyuan 33302, Taiwan
[2] Suzhou Vocat Inst Ind Technol, Dept Econ & Management, Suzhou 215000, Peoples R China
[3] Chang Gung Univ, Dept Ind & Business Management, Taoyuan 33302, Taiwan
[4] Linkou Chang Gung Mem Hosp, Dept Nursing, Taoyuan 33305, Taiwan
关键词
Vise kriterijumska optimizacija i kompromisno resenje (VIKOR); analytic hierarchy process (AHP); median ranking method (MRM); Pythagorean fuzzy (PF) sets; green supplier; EXTENDED VIKOR METHOD; ORDER ALLOCATION; CRITERIA; RANKING; CONSENSUS; DISTANCE; TOPSIS; MODEL; SIMILARITY; PREFERENCE;
D O I
10.1109/ACCESS.2020.3022377
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
As a critical component in green supply chain activities, green supplier selection modelled as the typical multicriteria group decision-making (MCGDM) problem, has received tremendous attention both from scholars and practitioners. This article aims to advance an integrated approach for precisely addressing this urgent problem under Pythagorean fuzzy (PF) scenario. Firstly, analytic hierarchy process (AHP) is utilized for computing criterion weights that comprehensively reflect the intention of decision makers (DMs). Secondly, extend the Vise Kriterijumska Optimizacija I Kompromisno Resenje (VIKOR) to PF scenario, and apply the newest magnitude comparison method and distance measure of PF sets in the L-p metric equation to accurately acquire the ranking indices, then obtain the different ranks of candidates along with the adjustment of DM's preference value to balance the group utility and individual regret. Thirdly, median ranking method (MRM) is employed to reach a consensus opinion for the differentiated ranks of candidates via the attribute-wise rank and linear programming model. Subsequently, a numerical example for an agri-food company in China is introduced to illustrate the feasibility of our AHP-VIKOR-MRM method. Finally, conduct the comparison with some available MCGDM methods with PF information to interpret the stability and practicability of our presented method.
引用
收藏
页码:165216 / 165231
页数:16
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