发表状态 | 已发表Published |
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
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ISSN/eISSN | 0957-4174 |
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 |
DOI | 10.1016/j.eswa.2012.12.040 |
URL | 查看来源 |
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 |
引用统计 | |
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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