Optimal design of supply chain networks under uncertain transient demand variations |
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Authors: | Michael C. Georgiadis Panagiotis Tsiakis Pantelis Longinidis Maria K. Sofioglou |
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Affiliation: | 1. Department of Engineering Informatics & Telecommunications, University of Western Macedonia, Karamanli & Lygeris Street, 50100 Kozani, Greece;2. IBM UK Ltd., 76-78 Upper Ground, South Bank, London SE1 9PZ, UK;3. Department of Economics, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece |
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Abstract: | We consider a detailed mathematical formulation for the problem of designing supply chain networks comprising multiproduct production facilities with shared production resources, warehouses, distribution centers and customer zones and operating under time varying demand uncertainty. Uncertainty is captured in terms of a number of likely scenarios possible to materialize during the lifetime of the network. The problem is formulated as a mixed-integer linear programming problem and solved to global optimality using standard branch-and-bound techniques. A case study concerned with the establishment of Europe-wide supply chain is used to illustrate the applicability and efficiency of the proposed approach. The results obtained provide a good indication of the value of having a model that takes into account the complex interactions that exist in such networks and the effect of inventory levels to the design and operation. |
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Keywords: | Supply chain networks Optimization Flexible manufacturing Demand uncertainty |
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