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The warehouse reshuffling problem with swap moves

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  • Buckow, Jan-Niklas
  • Knust, Sigrid

Abstract

The warehouse reshuffling problem deals with rearranging pallets in a storage from their initial to desired locations as fast as possible. In most studies involving the rearrangement of pallets, only relocation moves have been considered where a pallet is always relocated to an empty storage location. In this paper, we consider a warehouse with a twin shuttle stacker crane, which is designed to perform swap moves where the pallet at a storage location is swapped with that currently loaded on the stacker crane. We analyze and evaluate the warehouse reshuffling problem with swap moves, both analytically and experimentally, and examine differences to the problem variant with relocation moves. We propose heuristic algorithms as well as a transformation to the traveling salesman problem, which is applied to calculate optimal solutions using exact algorithms. Finally, we present computational results for randomly generated data based on a real-world company setting.

Suggested Citation

  • Buckow, Jan-Niklas & Knust, Sigrid, 2023. "The warehouse reshuffling problem with swap moves," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 169(C).
    • Handle: RePEc:eee:transe:v:169:y:2023:i:c:s1366554522003714
    DOI: 10.1016/j.tre.2022.102994
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    References listed on IDEAS

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    1. Chen, Gang & Feng, Haolin & Luo, Kaiyi & Tang, Yanli, 2021. "Retrieval-oriented storage relocation optimization of an automated storage and retrieval system," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 155(C).
    2. Chen, Lu & Langevin, André & Riopel, Diane, 2011. "A tabu search algorithm for the relocation problem in a warehousing system," International Journal of Production Economics, Elsevier, vol. 129(1), pages 147-156, January.
    3. Pazour, Jennifer A. & Carlo, Héctor J., 2015. "Warehouse reshuffling: Insights and optimization," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 73(C), pages 207-226.
    4. Renaud, Jacques & Boctor, Fayez F., 1998. "An efficient composite heuristic for the symmetric generalized traveling salesman problem," European Journal of Operational Research, Elsevier, vol. 108(3), pages 571-584, August.
    5. Gu, Jinxiang & Goetschalckx, Marc & McGinnis, Leon F., 2007. "Research on warehouse operation: A comprehensive review," European Journal of Operational Research, Elsevier, vol. 177(1), pages 1-21, February.
    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. Boysen, Nils & Stephan, Konrad, 2016. "A survey on single crane scheduling in automated storage/retrieval systems," European Journal of Operational Research, Elsevier, vol. 254(3), pages 691-704.
    8. G. Dantzig & R. Fulkerson & S. Johnson, 1954. "Solution of a Large-Scale Traveling-Salesman Problem," Operations Research, INFORMS, vol. 2(4), pages 393-410, November.
    9. Nicos Christofides & I. Colloff, 1973. "The Rearrangement of Items in a Warehouse," Operations Research, INFORMS, vol. 21(2), pages 577-589, April.
    10. Dong, Wenquan & Jin, Mingzhou, 2021. "Travel time models for tier-to-tier SBS/RS with different storage assignment policies and shuttle dispatching rules," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 155(C).
    11. Matteo Fischetti & Juan José Salazar González & Paolo Toth, 1997. "A Branch-and-Cut Algorithm for the Symmetric Generalized Traveling Salesman Problem," Operations Research, INFORMS, vol. 45(3), pages 378-394, June.
    12. Roodbergen, Kees Jan & Vis, Iris F.A., 2009. "A survey of literature on automated storage and retrieval systems," European Journal of Operational Research, Elsevier, vol. 194(2), pages 343-362, April.
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