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题名Application of decision-making techniques in supplier selection: A systematic review of literature
作者
发表日期2013
发表期刊Expert Systems with Applications
ISSN/eISSN0957-4174
卷号40期号:10页码:3872-3885
摘要

Despite the importance of decision-making (DM) techniques for construction of effective decision models for supplier selection, there is a lack of a systematic literature review for it. This paper provides a systematic literature review on articles published from 2008 to 2012 on the application of DM techniques for supplier selection. By using a methodological decision analysis in four aspects including decision problems, decision makers, decision environments, and decision approaches, we finally selected and reviewed 123 journal articles. To examine the research trend on uncertain supplier selection, these articles are roughly classified into seven categories according to different uncertainties. Under such classification framework, 26 DM techniques are identified from three perspectives: (1) Multicriteria decision making (MCDM) techniques, (2) Mathematical programming (MP) techniques, and (3) Artificial intelligence (AI) techniques. We reviewed each of the 26 techniques and analyzed the means of integrating these techniques for supplier selection. Our survey provides the recommendation for future research and facilitates knowledge accumulation and creation concerning the application of DM techniques in supplier selection. © 2012 Elsevier Ltd. All rights reserved.

关键词Decision-making techniques Literature review Supplier selection Uncertainty
DOI10.1016/j.eswa.2012.12.040
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收录类别SCIE
语种英语English
WOS研究方向Computer Science ; Engineering ; Operations Research & Management Science
WOS类目Computer Science, Artificial Intelligence ; Engineering, Electrical & Electronic ; Operations Research & Management Science
WOS记录号WOS:000317162900003
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被引频次:658[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符https://repository.uic.edu.cn/handle/39GCC9TT/4722
专题个人在本单位外知识产出
通讯作者Chai, Junyi
作者单位
1.Department of Computing, Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong
2.Department of Management and Marketing, Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong
推荐引用方式
GB/T 7714
Chai, Junyi,Liu, James Nga Kwok,Ngai, Wai Ting Eric. Application of decision-making techniques in supplier selection: A systematic review of literature[J]. Expert Systems with Applications, 2013, 40(10): 3872-3885.
APA Chai, Junyi, Liu, James Nga Kwok, & Ngai, Wai Ting Eric. (2013). Application of decision-making techniques in supplier selection: A systematic review of literature. Expert Systems with Applications, 40(10), 3872-3885.
MLA Chai, Junyi,et al."Application of decision-making techniques in supplier selection: A systematic review of literature". Expert Systems with Applications 40.10(2013): 3872-3885.
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