An interval valued neutrosophic decision-making structure for sustainable supplier selection

被引:81
|
作者
Yazdani, Morteza [1 ]
Torkayesh, Ali Ebadi [2 ]
Stevic, Zeljko [3 ]
Chatterjee, Prasenjit [4 ]
Ahari, Sahand Asgharieh [2 ]
Hernandez, Violeta Doval [5 ]
机构
[1] ESIC Business & Mkt Sch, Madrid, Spain
[2] Sabanci Univ, Fac Engn & Nat Sci, TR-34956 Istanbul, Turkey
[3] Univ East Sarajevo, Fac Transport & Traff Engn, Vojvode Misica 52, Doboj 74000, Bosnia & Herceg
[4] MCKV Inst Engn, Dept Mech Engn, Howrah 711204, W Bengal, India
[5] Univ Complutense Madrid, Fac Social & Polit Sci, Madrid, Spain
关键词
Interval valued fuzzy Neutrosophic sets; CRITIC; CoCoSo; Sustainable supplier selection; Gini Index; CHAIN MANAGEMENT; AGGREGATION OPERATORS; FUZZY TOPSIS; DEMATEL METHOD; QFD FRAMEWORK; AHP; CRITERIA; SETS; ANP; DEA;
D O I
10.1016/j.eswa.2021.115354
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Evolution of supply chain management (SCM) in recent years has transformed it beyond the simple logic of benefit and economic point of views. One of such key strategic elements in establishing a sustainable and socially responsive SCM is supplier selection and performance assessment. This study brings forward a sustainable supplier evaluation structure under multiple criteria and interval valued fuzzy neutrosophic (IVFN) model. The proposed structure uses CRiteria Importance Through Inter-criteria Correlation (CRITIC) and combined compromised solution (CoCoSo) under IVFN environment for evaluation and selection of suppliers for a dairy company in Iran. Alternative supplier 5 (S-5) emerges as the best supplier with the highest overall score (1.168). Average Spearman rank correlation coefficient between the proposed model and other well established decision making models methods is found as 0.9651 which establishes reliability of model outcomes. The estimated zero value of Gini Index indicates that supplier 5 has a constant ranking in all considered methods. This is a practical sustainable supplier selection platform which allows decision makers in procurement and SC industries to select the most suitable supplier in any pre-determined period.
引用
收藏
页数:19
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