A fuzzy extended analytic network process-based approach for global supplier selection

被引:41
|
作者
Zhang, Xiaoge [1 ,2 ]
Deng, Yong [1 ,2 ]
Chan, Felix T. S. [3 ]
Mahadevan, Sankaran [2 ]
机构
[1] Southwest Univ, Sch Comp & Informat Sci, Chongqing 400715, Peoples R China
[2] Vanderbilt Univ, Sch Engn, Nashville, TN 37235 USA
[3] Hong Kong Polytech Univ, Dept Ind & Syst Engn, Hong Kong, Hong Kong, Peoples R China
关键词
Supplier selection; Analytic network process; Fuzzy set theory; GROUP DECISION-MAKING; SERVICE QUALITY; MCDM METHOD; TOPSIS; CRITERIA; MODEL;
D O I
10.1007/s10489-015-0664-z
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
With increasing globalization, supplier selection has become more and more important than before. In the process of determining the best supplier, the expert judgements might be vague or incomplete due to the inherent uncertainty and imprecision of their perception. In addition to that, the sub-criteria are relevant to each other in the selection of right supplier. In this paper, a novel methodology based on fuzzy set theory and analytic network process (FEANP) is developed to address both the uncertain information involved and the interrelationships among the attributes. This paper concludes with a case study describing the implementation of this model for a real-world supplier selection scenario. We demonstrate the efficiency of the proposed model by comparing with existing method.
引用
收藏
页码:760 / 772
页数:13
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