Group multi-criteria supplier selection using combined grey systems theory and uncertainty theory
- Title
- Group multi-criteria supplier selection using combined grey systems theory and uncertainty theory
- Author
- 이영해
- Keywords
- Supplier selection; Grey systems theory; Uncertainty theory; Uncertain programming; MULTIOBJECTIVE PROGRAMMING APPROACH; DECISION-MAKING APPROACH; ORDER ALLOCATION; MODEL; OPTIMIZATION; CRITERIA; CHAIN; TOPSIS
- Issue Date
- 2015-11
- Publisher
- PERGAMON-ELSEVIER SCIENCE LTD
- Citation
- EXPERT SYSTEMS WITH APPLICATIONS, v. 42, No. 21, Page. 7951-7959
- Abstract
- Supplier selection in supply chain is critical strategic decision for organization's success and has attracted much attention of both academic researchers and practitioners. Supplier selection problem consists of stochastic and recognitive uncertainties. However, the requirement of large sample size and strong subject knowledge to build suitable fuzzy membership function restrict the applicability of probability and fuzzy theories in supplier selection problem. In response, this study proposed a new tool for supplier selection. In this paper, we applied the combination of grey system theory and uncertainty theory which neither requires any probability distribution nor fuzzy membership function. The objective of this paper is to develop framework for reducing the purchasing risks associated with suppliers. The proposed supplier selection method not only selects the most appropriate supplier(s) but also allocate optimal purchase quantity under stochastic and recognitive uncertainties. An example is shown to highlight the procedure of the proposed model at the end of this paper. (C) 2015 Elsevier Ltd. All rights reserved.
- URI
- https://www.sciencedirect.com/science/article/pii/S0957417415004200http://hdl.handle.net/20.500.11754/40872
- ISSN
- 0957-4174; 1873-6793
- DOI
- 10.1016/j.eswa.2015.06.018
- Appears in Collections:
- COLLEGE OF ENGINEERING SCIENCES[E](공학대학) > INDUSTRIAL AND MANAGEMENT ENGINEERING(산업경영공학과) > Articles
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