An integrated fuzzy TOPSIS and MCGP approach to supplier selection in supply chain management

被引:212
作者
Liao, Chin-Nung [1 ,2 ]
Kao, Hsing-Pei [2 ]
机构
[1] Univ Sci & Technol China, Dept Business Adm, Taipei 115, Taiwan
[2] Natl Cent Univ, Grad Inst Ind Management, Jhongli 320, Taoyuan County, Taiwan
关键词
Fuzzy numbers; Supply chain management; Supplier selection; Multiple criteria decision making (MCDM); Techniques for order preference by similarity to ideal solution (TOPSIS); Multi-choice goal programming (MCGP); VENDOR SELECTION; CRITERIA; QUANTITY;
D O I
10.1016/j.eswa.2011.02.031
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Supplier selection is an important issue in supply chain management. In recent years, determining the best supplier in the supply chain has become a key strategic consideration. However, these decisions usually involve several objectives or criteria, and it is often necessary to compromise among possibly conflicting factors. Thus, the multiple criteria decision making (MCDM) becomes a useful approach to solve this kind of problem. Considering both tangible and intangible criteria, this study proposes integrated fuzzy techniques for order preference by similarity to ideal solution (TOPSIS) and multi-choice goal programming (MCGP) approach to solve the supplier selection problem. The advantage of this method is that it allows decision makers to set multiple aspiration levels for supplier selection problems. The integrated model is illustrated by an example in a watch firm. (C) 2011 Published by Elsevier Ltd.
引用
收藏
页码:10803 / 10811
页数:9
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