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Queueing networks and the topological design of supply chain systems

Author

Listed:
  • Laoucine Kerbache

    (GREGH - Groupement de Recherche et d'Etudes en Gestion à HEC - HEC Paris - Ecole des Hautes Etudes Commerciales - CNRS - Centre National de la Recherche Scientifique)

  • James Macgregor Smith

Abstract

Manufacturing firms are linking their internal processes to external suppliers and customers. The resulting supply chain is often a very large network of activities and resources. Modeling and optimization of such complex systems is a new area of research for which exact analytical results are obviously very difficult if not impossible. We develop a methodology based on analytical queueing networks coupled with nonlinear optimization to design supply chain topologies and evaluate various performance measures. The results obtained from small network configurations as well as from the case study discussed in the paper demonstrate that our approach is a very useful tool to analyze congestion problems and to evaluate the performance of the network topologies.

Suggested Citation

  • Laoucine Kerbache & James Macgregor Smith, 2004. "Queueing networks and the topological design of supply chain systems," Post-Print hal-00465149, HAL.
    • Handle: RePEc:hal:journl:hal-00465149
    DOI: 10.1016/j.ijpe.2003.09.002
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    Cited by:

    1. Amjath, Mohamed & Kerbache, Laoucine & Smith, James MacGregor & Elomri, Adel, 2022. "Fleet sizing of trucks for an inter-facility material handling system using closed queueing networks," Operations Research Perspectives, Elsevier, vol. 9(C).
    2. Feng, Cheng-Min & Wu, Pei-Ju, 2009. "A tax savings model for the emerging global manufacturing network," International Journal of Production Economics, Elsevier, vol. 122(2), pages 534-546, December.
    3. Morabito, Reinaldo & de Souza, Mauricio C. & Vazquez, Mariana, 2014. "Approximate decomposition methods for the analysis of multicommodity flow routing in generalized queuing networks," European Journal of Operational Research, Elsevier, vol. 232(3), pages 618-629.
    4. Saharidis, Georgios K.D. & Kouikoglou, Vassilis S. & Dallery, Yves, 2009. "Centralized and decentralized control polices for a two-stage stochastic supply chain with subcontracting," International Journal of Production Economics, Elsevier, vol. 117(1), pages 117-126, January.

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