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Optimizing the storage assignment in a warehouse served by milkrun logistics

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  • Kovács, András

Abstract

This paper addresses the problem of storage assignment in a warehouse characterized by multi-command picking and served by milkrun logistics. In such a logistic system, vehicles circulate between the warehouse and the production facilities of the plant according to a pre-defined schedule, often with multiple cycles (routes) serving different departments. We assume that a request probability can be assigned to each item and each cycle, which leads to a special case of the correlated storage assignment problem. A MIP model is proposed for finding a class-based storage policy that minimizes the order cycle time, the average picking effort, or a linear combination of these two criteria. Computational experiments show that our approach can achieve an up to 36-38% improvement in either criterion compared to the classical COI-based strategy.

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  • Kovács, András, 2011. "Optimizing the storage assignment in a warehouse served by milkrun logistics," International Journal of Production Economics, Elsevier, vol. 133(1), pages 312-318, September.
    • Handle: RePEc:eee:proeco:v:133:y:2011:i:1:p:312-318
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    References listed on IDEAS

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    1. Brynzer, H. & Johansson, M. I., 1996. "Storage location assignment: Using the product structure to reduce order picking times," International Journal of Production Economics, Elsevier, vol. 46(1), pages 595-603, December.
    2. Jane, Chin-Chia & Laih, Yih-Wenn, 2005. "A clustering algorithm for item assignment in a synchronized zone order picking system," European Journal of Operational Research, Elsevier, vol. 166(2), pages 489-496, October.
    3. Petersen, Charles G. & Aase, Gerald, 2004. "A comparison of picking, storage, and routing policies in manual order picking," International Journal of Production Economics, Elsevier, vol. 92(1), pages 11-19, November.
    4. Marc Goetschalckx & H. Donald Ratliff, 1990. "Shared Storage Policies Based on the Duration Stay of Unit Loads," Management Science, INFORMS, vol. 36(9), pages 1120-1132, September.
    5. de Koster, Rene & Le-Duc, Tho & Roodbergen, Kees Jan, 2007. "Design and control of warehouse order picking: A literature review," European Journal of Operational Research, Elsevier, vol. 182(2), pages 481-501, October.
    6. Warren H. Hausman & Leroy B. Schwarz & Stephen C. Graves, 1976. "Optimal Storage Assignment in Automatic Warehousing Systems," Management Science, INFORMS, vol. 22(6), pages 629-638, February.
    7. Ronald J. Mantel & Peter C. Schuur & Sunderesh S. Heragu, 2007. "Order oriented slotting: a new assignment strategy for warehouses," European Journal of Industrial Engineering, Inderscience Enterprises Ltd, vol. 1(3), pages 301-316.
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