지원사업
학술연구/단체지원/교육 등 연구자 활동을 지속하도록 DBpia가 지원하고 있어요.
커뮤니티
연구자들이 자신의 연구와 전문성을 널리 알리고, 새로운 협력의 기회를 만들 수 있는 네트워킹 공간이에요.
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Supplier selection, which is substantial to make a successful supply chain relationship, is the complex decision making problem with both conflicting multiple criteria and usually several decision makers. This paper extends the existing MCDM (multi-criteria decision making) method to the situation considering lack of information caused by ignorance of knowledge, especially when lack of information happens at all levels including criteria in the hierarchical decision structure. To hurdle the ambiguity and incompleteness of evaluation process, fuzzy linguistic variables are used when the matrices for criteria and alternatives are built. In addition, to deal with lack of information, Demspter-Shafer (DS) evidential theory is applied to the MCDM evaluation scheme. Belief intervals composed of belief function and plausible function are converted to crisp values through the PPT (pignistic probability transformation) method and the quadratic programming with weighted loss objective function. All of the procedures are implemented in detail for a supplier selection example, which shows the newly proposed MCDM evaluation scheme to be applicable and effective.
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참고문헌 (18)
참고문헌 신청
Awasthi, A. / 2011 / Using AHP ad Dempster-Shafer Theory for Evaluating Sustainable Transport Solutions / Expert Systems with Applications 26:787~796
Beynon, M. / 2000 / The Dempster-Shafer Theory of Evidence : an Alternative Approach to Multicriteria Decision Modelling / Omega 28:37~50
Dempster, A. P. / 1967 / Upper and Lower Probabilities Induced by a Multivalued Mapping / Annals of Mathematical Statistics 38:325~328
Deng, Y. / 2011 / A New Fuzzy Dempster MCDM Method and its Application in Supplier Selection / Expert Systems with Applications 38:9854~9861
Golmohammadi, D. / 2012 / Developing a Grey-based Decision-Making Model for Supplier Selection / International Journal of Production Economics 137:191~200
Beynon, M. / 2000 / The Dempster-Shafer Theory of Evidence : an Alternative Approach to Multicriteria Decision Modelling / Omega 28:37~50
Dempster, A. P. / 1967 / Upper and Lower Probabilities Induced by a Multivalued Mapping / Annals of Mathematical Statistics 38:325~328
Deng, Y. / 2011 / A New Fuzzy Dempster MCDM Method and its Application in Supplier Selection / Expert Systems with Applications 38:9854~9861
Golmohammadi, D. / 2012 / Developing a Grey-based Decision-Making Model for Supplier Selection / International Journal of Production Economics 137:191~200
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