Abstract
In this paper the liner shipping crew scheduling problem is described and modelled. Three different models have been formulated and tested for the scheduling problem. A mixed integer formulation and a set covering formulation are constructed and solved using exact methods. A mat-heuristic based on column generation has been implemented and tested. Moreover, a simple heuristic is implemented as a benchmark value. The models and methods were tested on smaller instances of the problem. The results show that good results can be achieved within 5 min using the heuristic and around an hour using the set partitioning formulation.
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References
Beasley, J.E., Cao, B.: A tree search algorithm for the crew scheduling problem. Eur. J. Oper. Res. 94(3), 517–526 (1996)
den Bergh, J., Beliën, J., De Bruecker, P., Demeulemeester, E., De Boeck, L.: Personnel scheduling: a literature review. Eur. J. Oper. Res. 226(3), 367–385 (2013)
BIMCO and ICS: Manpower report: the global supply and demand for seafarers in 2015, Framework (2015). http://www.ics-shipping.org/docs/default-source/publications/employment-and-training/bimco-and-ics-manpower-report-2015.pdf
Borndörfer, R., Schelten, U., Schlechte, T., Weider, S.: A column generation approach to airline crew scheduling. In: Haasis, H.-D., Kopfer, H., Schönberger, J. (eds.) Operations Research Proceedings 2005, vol. 2005, pp. 343–348. Springer, Heidelberg (2006). https://doi.org/10.1007/3-540-32539-5_54
Christiansen, M., Fagerholt, K., Nygreen, B., Ronen, D.: Maritime transportation. Handb. Oper. Res. Manag. Sci. 14, 189–284 (2007)
Dantzig, G.B.: Letter to the editor-a comment on traffic delays at toll booths. J. Oper. Res. Soc. Am. 3, 229–341 (1954)
Dohn, A., Mason, A.: Branch-and-price for staff rostering: an efficient implementation using generic programming and nested column generation. Eur. J. Oper. Res. 230, 157–169 (2013)
Edie, L.C.: Traffic delays at toll booths. J. Oper. Res. Soc. Am. 2, 107–138 (1954)
Gamache, M., Soumis, F., Marquis, G., Desrosiers, J.: A column generation approach for large-scale aircrew rostering problems. Oper. Res. 47, 247–263 (1999)
IMO: Principles of safe manning, Framework, A27/Res.1047 (2011). www.imo.org/en/OurWork/HumanElement/VisionPrinciplesGoals/Documents/1047(27).pdf
Kohl, N., Karisch, S.E.: Airline crew rostering: problem types, modeling, and optimization. Ann. Oper. Res. 127, 223–257 (2004)
Leggate, A.: A vessel crew scheduling problem: formulations and solution methods. Report University of Strathclyde (2016)
Li, H.T., Womer, K.: A decomposition approach for shipboard manpower scheduling. Mil. Oper. Res. 14, 67–90 (2009)
Ryan, D.M., Foster, B.A.: An integer programming approach to scheduling. In: Computer Scheduling of Public Transport Urban Passenger Vehicle and Crew Scheduling, pp. 269–280 (1981)
Ryan, D.M.: The solution of massive generalized set partitioning problems in aircrew rostering. J. Oper. Res. Soc. 4392, 459–467 (1992)
UNCTAD: Review of Maritime Transport 2016, Technical report 2016. http://unctad.org/en/PublicationsLibrary/rmt2016_en.pdf
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Sereno, V.M., Reinhardt, L.B., Guericke, S. (2018). Exact Methods and Heuristics for the Liner Shipping Crew Scheduling Problem. In: Cerulli, R., Raiconi, A., Voß, S. (eds) Computational Logistics. ICCL 2018. Lecture Notes in Computer Science(), vol 11184. Springer, Cham. https://doi.org/10.1007/978-3-030-00898-7_24
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DOI: https://doi.org/10.1007/978-3-030-00898-7_24
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