Model and approach of fuzzy bilevel decision making for logistics planning problem

Publication Type:
Journal Article
Citation:
Journal of Enterprise Information Management, 2007, 20 (2), pp. 178 - 197
Issue Date:
2007-02-19
Metrics:
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Purpose - This study aims to develop a decision making model and approach for logistics planning problem which naturally involves two or more decision units at a hierarchical structure. Such a decision problem in practice often involves uncertain and imprecise factors with the parameters of a bilevel decision model, either in the objective functions or constraints. Design/methodology/approach - This paper proposes a fuzzy bilevel decision making model for a general logistics planning problem and develops a fuzzy number based Kth-best approach to find an optimal solution for the proposed fuzzy bilevel decision problem. Findings - The proposed approach illustrates an optimal solution in logistics management, which meets maximally/minimally the objectives of both supplier and distributor (or other parts of the logistics chain). The proposed fuzzy bilevel decision approach can have a wide range of logistics management applications. Research limitations/implications - The decision model, approach and system will be further tested for some more complicated real cases in the future. Originality/value - The proposed fuzzy bilevel decision model and approach are new, which offer theoretical and practice help to logistics management. © Emerald Group Publishing Limited.
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