DS-VIKOR: A New Multi-criteria Decision-Making Method for Supplier Selection

• Published in: International journal of fuzzy systems Vol. 21; no. 1; pp. 157 - 175
• Main Authors: Fei, Liguo, Deng, Yong, Hu, Yong
• Format: Journal Article
• Language: English
• Published: Berlin/Heidelberg Springer Berlin Heidelberg 01.02.2019; Springer Nature B.V
• Subjects: Algorithms; Artificial Intelligence; Component and supplier management; Computational Intelligence; Decision making; Decision theory; Engineering; Entropy; Fuzzy sets; Management Science; Methods; Multiple criterion; Operations Research; Subject specialists; Suppliers; Supply chain management; Supply chains; Uncertainty; Word sense disambiguation; DS-VIKOR; Deng entropy; Supply chain management; VIKOR; Dempster–Shafer evidence theory; Belief function; MCDM
• ISSN: 1562-2479; 2199-3211
• DOI: 10.1007/s40815-018-0543-y

How to select the optimal supplier is an open and important issue in supply chain management, which can be considered as a multi-criteria decision-making (MCDM) problem. The assessment of experts plays a very important role in the process of supplier selection, while their subjective judgment could produce unpredictable uncertainty. However, existing methods cannot represent and deal with the uncertainty effectively. Dempster–Shafer evidence theory (D–S theory) is widely used in uncertainty modeling, decision-making and conflicts management due to its advantages of handling uncertain information. The VIKOR method has a great advantage to handle MCDM problems with non-commensurable and even conflicting criteria, and to obtain the compromised optimal solution. In this paper, the DS-VIKOR method is proposed for supplier selection problem, which expends the VIKOR method by D–S theory. In the proposed method, the basic probability assignment is used to denote the assessment of domain experts for alternatives, Deng entropy weight-based method is defined and applied to determine the weights of multi-criteria, and VIKOR method is used to get the final ranking results. A numerical example for supplier selection is conducted to analyze and demonstrate the practicality and effectiveness of the proposed DS-VIKOR method.