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Home / Proceedings / Proceedings of the International Conference on Automated Planning and Scheduling

Automated Planning for Liner Shipping Fleet Repositioning

February 1, 2023

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Authors

Kevin Tierney,Amanda Coles,Andrew Coles,Christian Kroer,Adam Britt,Rune Jensen

IT University of Copenhagen,King's College London,King's College London,IT University of Copenhagen,IT University of Copenhagen,IT University of Copenhagen


DOI:

10.1609/icaps.v22i1.13500


Abstract:

The Liner Shipping Fleet Repositioning Problem (LSFRP) poses a large financial burden on liner shipping firms. During repositioning, vessels are moved between services in a liner shipping network. The LSFRP is characterized by chains of interacting activities, many of which have costs that are a function of their duration; for example, sailing slowly between two ports is cheaper than sailing quickly. Despite its great industrial importance, the LSFRP has received little attention in the literature. We show how the LSFRP can be solved sub-optimally using the planner POPF and optimally with a mixed-integer program (MIP) and a novel method called Temporal Optimization Planning (TOP). We evaluate the performance of each of these techniques on a dataset of real-world instances from our industrial collaborator, and show that automated planning scales to the size of problems faced by industry.

Topics: ICAPS

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HOW TO CITE:

Kevin Tierney,Amanda Coles,Andrew Coles,Christian Kroer,Adam Britt,Rune Jensen Automated Planning for Liner Shipping Fleet Repositioning Proceedings of the International Conference on Automated Planning and Scheduling (2012) 279-287.

Kevin Tierney,Amanda Coles,Andrew Coles,Christian Kroer,Adam Britt,Rune Jensen Automated Planning for Liner Shipping Fleet Repositioning ICAPS 2012, 279-287.

Kevin Tierney,Amanda Coles,Andrew Coles,Christian Kroer,Adam Britt,Rune Jensen (2012). Automated Planning for Liner Shipping Fleet Repositioning. Proceedings of the International Conference on Automated Planning and Scheduling, 279-287.

Kevin Tierney,Amanda Coles,Andrew Coles,Christian Kroer,Adam Britt,Rune Jensen. Automated Planning for Liner Shipping Fleet Repositioning. Proceedings of the International Conference on Automated Planning and Scheduling 2012 p.279-287.

Kevin Tierney,Amanda Coles,Andrew Coles,Christian Kroer,Adam Britt,Rune Jensen. 2012. Automated Planning for Liner Shipping Fleet Repositioning. "Proceedings of the International Conference on Automated Planning and Scheduling". 279-287.

Kevin Tierney,Amanda Coles,Andrew Coles,Christian Kroer,Adam Britt,Rune Jensen. (2012) "Automated Planning for Liner Shipping Fleet Repositioning", Proceedings of the International Conference on Automated Planning and Scheduling, p.279-287

Kevin Tierney,Amanda Coles,Andrew Coles,Christian Kroer,Adam Britt,Rune Jensen, "Automated Planning for Liner Shipping Fleet Repositioning", ICAPS, p.279-287, 2012.

Kevin Tierney,Amanda Coles,Andrew Coles,Christian Kroer,Adam Britt,Rune Jensen. "Automated Planning for Liner Shipping Fleet Repositioning". Proceedings of the International Conference on Automated Planning and Scheduling, 2012, p.279-287.

Kevin Tierney,Amanda Coles,Andrew Coles,Christian Kroer,Adam Britt,Rune Jensen. "Automated Planning for Liner Shipping Fleet Repositioning". Proceedings of the International Conference on Automated Planning and Scheduling, (2012): 279-287.

Kevin Tierney,Amanda Coles,Andrew Coles,Christian Kroer,Adam Britt,Rune Jensen. Automated Planning for Liner Shipping Fleet Repositioning. ICAPS[Internet]. 2012[cited 2023]; 279-287.


ISSN: 2334-0843


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