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Combined fleet deployment and inventory management in roll-on/roll-off shipping

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  • Chandra, Saurabh
  • Christiansen, Marielle
  • Fagerholt, Kjetil

Abstract

In maritime transportation of automobiles, roll-on/roll-off (ro–ro) shipping companies operate liner shipping services across major trade routes. Large ro–ro shipping companies are well placed to offer end-to-end integrated logistics services to auto manufacturers engaged in international trade of vehicles. Therefore, we present a new mixed integer programming model for fleet deployment including inventory management at the ports along each trade route. Due to the complexity of the problem, a rolling horizon heuristic (RHH) is proposed. The RHH solves the problem by iteratively solving sub-problems with shorter planning horizon. Computational results based on real instances are presented.

Suggested Citation

  • Chandra, Saurabh & Christiansen, Marielle & Fagerholt, Kjetil, 2016. "Combined fleet deployment and inventory management in roll-on/roll-off shipping," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 92(C), pages 43-55.
  • Handle: RePEc:eee:transe:v:92:y:2016:i:c:p:43-55
    DOI: 10.1016/j.tre.2016.03.014
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    References listed on IDEAS

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    1. Wang, Shuaian & Meng, Qiang, 2012. "Liner ship fleet deployment with container transshipment operations," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 48(2), pages 470-484.
    2. B. J. Powell & A .N. Perkins, 1997. "Fleet deployment optimization for liner shipping: an integer programming model," Maritime Policy & Management, Taylor & Francis Journals, vol. 24(2), pages 183-192, January.
    3. Kjetil Fagerholt & Trond A. V. Johnsen & Haakon Lindstad, 2009. "Fleet deployment in liner shipping: a case study," Maritime Policy & Management, Taylor & Francis Journals, vol. 36(5), pages 397-409, October.
    4. Gelareh, Shahin & Meng, Qiang, 2010. "A novel modeling approach for the fleet deployment problem within a short-term planning horizon," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 46(1), pages 76-89, January.
    5. Al-Khayyal, Faiz & Hwang, Seung-June, 2007. "Inventory constrained maritime routing and scheduling for multi-commodity liquid bulk, Part I: Applications and model," European Journal of Operational Research, Elsevier, vol. 176(1), pages 106-130, January.
    6. Panayotis G Zacharioudakis & Stylianos Iordanis & Dimitrios V Lyridis & Harilaos N Psaraftis, 2011. "Liner shipping cycle cost modelling, fleet deployment optimization and what-if analysis," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 13(3), pages 278-297, September.
    7. Christiansen, Marielle & Fagerholt, Kjetil & Nygreen, Bjørn & Ronen, David, 2013. "Ship routing and scheduling in the new millennium," European Journal of Operational Research, Elsevier, vol. 228(3), pages 467-483.
    8. Stålhane, Magnus & Andersson, Henrik & Christiansen, Marielle & Fagerholt, Kjetil, 2014. "Vendor managed inventory in tramp shipping," Omega, Elsevier, vol. 47(C), pages 60-72.
    9. Roar Grønhaug & Marielle Christiansen, 2009. "Supply Chain Optimization for the Liquefied Natural Gas Business," Lecture Notes in Economics and Mathematical Systems, in: Jo A.E.E. Nunen & M. Grazia Speranza & Luca Bertazzi (ed.), Innovations in Distribution Logistics, chapter 10, pages 195-218, Springer.
    10. Merce, C. & Fontan, G., 2003. "MIP-based heuristics for capacitated lotsizing problems," International Journal of Production Economics, Elsevier, vol. 85(1), pages 97-111, July.
    11. Marielle Christiansen, 1999. "Decomposition of a Combined Inventory and Time Constrained Ship Routing Problem," Transportation Science, INFORMS, vol. 33(1), pages 3-16, February.
    12. Xinxin Liu & Heng-Qing Ye & Xue-Ming Yuan, 2011. "Tactical planning models for managing container flow and ship deployment," Maritime Policy & Management, Taylor & Francis Journals, vol. 38(5), pages 487-508, September.
    13. L. Stauffer & Th. Liebling, 1997. "Rolling horizon scheduling in a rolling-mill," Annals of Operations Research, Springer, vol. 69(0), pages 323-349, January.
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    Cited by:

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    3. Christiansen, Marielle & Hellsten, Erik & Pisinger, David & Sacramento, David & Vilhelmsen, Charlotte, 2020. "Liner shipping network design," European Journal of Operational Research, Elsevier, vol. 286(1), pages 1-20.
    4. Jia, Beizhen & Tierney, Kevin & Reinhardt, Line Blander & Pahl, Julia, 2022. "Optimal dual cycling operations in roll-on roll-off terminals," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 159(C).
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    6. Alba Martínez-López & Manuel Chica, 2020. "Joint Optimization of Routes and Container Fleets to Design Sustainable Intermodal Chains in Chile," Sustainability, MDPI, vol. 12(6), pages 1-23, March.

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