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Optimal design of supply chain networks under uncertain transient demand variations

Author

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  • Georgiadis, Michael C.
  • Tsiakis, Panagiotis
  • Longinidis, Pantelis
  • Sofioglou, Maria K.

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.

Suggested Citation

  • Georgiadis, Michael C. & Tsiakis, Panagiotis & Longinidis, Pantelis & Sofioglou, Maria K., 2011. "Optimal design of supply chain networks under uncertain transient demand variations," Omega, Elsevier, vol. 39(3), pages 254-272, June.
    • Handle: RePEc:eee:jomega:v:39:y:2011:i:3:p:254-272
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    References listed on IDEAS

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    1. Al-Othman, Wafa B.E. & Lababidi, Haitham M.S. & Alatiqi, Imad M. & Al-Shayji, Khawla, 2008. "Supply chain optimization of petroleum organization under uncertainty in market demands and prices," European Journal of Operational Research, Elsevier, vol. 189(3), pages 822-840, September.
    2. Hallgren, Mattias & Olhager, Jan, 2009. "Flexibility configurations: Empirical analysis of volume and product mix flexibility," Omega, Elsevier, vol. 37(4), pages 746-756, August.
    3. Hua, Zhongsheng & Li, Sijie & Liang, Liang, 2006. "Impact of demand uncertainty on supply chain cooperation of single-period products," International Journal of Production Economics, Elsevier, vol. 100(2), pages 268-284, April.
    4. Francas, David & Minner, Stefan, 2009. "Manufacturing network configuration in supply chains with product recovery," Omega, Elsevier, vol. 37(4), pages 757-769, August.
    5. Costa, Alysson M. & França, Paulo M. & Lyra Filho, Christiano, 2011. "Two-level network design with intermediate facilities: An application to electrical distribution systems," Omega, Elsevier, vol. 39(1), pages 3-13, January.
    6. Cakravastia, Andi & Toha, Isa S. & Nakamura, Nobuto, 2002. "A two-stage model for the design of supply chain networks," International Journal of Production Economics, Elsevier, vol. 80(3), pages 231-248, December.
    7. Stenger, Alan J., 1996. "Reducing inventories in a multi-echelon manufacturing firm A case study," International Journal of Production Economics, Elsevier, vol. 45(1-3), pages 239-249, August.
    8. A. M. Geoffrion & G. W. Graves, 1974. "Multicommodity Distribution System Design by Benders Decomposition," Management Science, INFORMS, vol. 20(5), pages 822-844, January.
    9. Shapiro, Jeremy F., 1999. "On the connections among activity-based costing, mathematical programming models for analyzing strategic decisions, and the resource-based view of the firm," European Journal of Operational Research, Elsevier, vol. 118(2), pages 295-314, October.
    10. Klibi, Walid & Martel, Alain & Guitouni, Adel, 2010. "The design of robust value-creating supply chain networks: A critical review," European Journal of Operational Research, Elsevier, vol. 203(2), pages 283-293, June.
    11. Hasuike, Takashi & Ishii, Hiroaki, 2009. "On flexible product-mix decision problems under randomness and fuzziness," Omega, Elsevier, vol. 37(4), pages 770-787, August.
    12. Syam, Siddhartha S. & Côté, Murray J., 2010. "A location-allocation model for service providers with application to not-for-profit health care organizations," Omega, Elsevier, vol. 38(3-4), pages 157-166, June.
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