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논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 발행연도
- 2017.1
- 수록면
- 112 - 119 (8page)
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초록· 키워드
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Selecting suppliers in the global supply chain is the very difficult and complicated decision making problem particularly due to the various types of supply risk in addition to the uncertain performance of the potential suppliers. This paper proposes a multi-phase decision making model for supplier selection under supply risks in global supply chains. In the first phase, the model suggests supplier selection solutions suitable to a given condition of decision making using a rule-based expert system. The expert system consists of a knowledge base of supplier selection solutions and an “if-then” rule-based inference engine. The knowledge base contains information about options and their consistency for seven characteristics of 20 supplier selection solutions chosen from articles published in SCIE journals since 2010. In the second phase, the model computes the potential suppliers’ general performance indices using a technique for order preference by similarity to ideal solution (TOPSIS) based on their scores obtained by applying the suggested solutions. In the third phase, the model computes their risk indices using a TOPSIS based on their historical and predicted scores obtained by applying a risk evaluation algorithm. The evaluation algorithm deals with seven types of supply risk that significantly affect supplier’s performance and eventually influence buyer’s production plan. In the fourth phase, the model selects Pareto optimal suppliers based on their general performance and risk indices. An example demonstrates the implementation of the proposed model. The proposed model provides supply chain managers with a practical tool to effectively select best suppliers while considering supply risks as well as the general performance.
목차
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참고문헌 (23)
참고문헌 신청
Amin, S. H. / 2011 / Supplier selection and order allocation based on fuzzy SWOT analysis and fuzzy linear programming / Expert Systems with Applications 38 (1) : 334 ~ 342
Cavusgil, S.T. / 2012 / Exogenous risk analysis in global supplier networks : Conceptualization and field research findings / Information Knowledge Systems Management 11 (1-2
Chai, J. / 2012 / A new rule-based SIR approach to supplier selection under intuitionistic fuzzy environments / International Journal of Uncertainty, Fuzziness and Knowledge-
Chai, J. / 2013 / Application of decision-making techniques in supplier selection : A systematic review of literature / Expert Systems with Applications 40 (10) : 3872 ~ 3885
Chen, Y. J. / 2011 / Structured methodology for supplier selection and evaluation in a supply chain / Information Sciences 181 (9) : 1651 ~ 1670
Cavusgil, S.T. / 2012 / Exogenous risk analysis in global supplier networks : Conceptualization and field research findings / Information Knowledge Systems Management 11 (1-2
Chai, J. / 2012 / A new rule-based SIR approach to supplier selection under intuitionistic fuzzy environments / International Journal of Uncertainty, Fuzziness and Knowledge-
Chai, J. / 2013 / Application of decision-making techniques in supplier selection : A systematic review of literature / Expert Systems with Applications 40 (10) : 3872 ~ 3885
Chen, Y. J. / 2011 / Structured methodology for supplier selection and evaluation in a supply chain / Information Sciences 181 (9) : 1651 ~ 1670
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