Skip to main content

Exact Methods and Heuristics for the Liner Shipping Crew Scheduling Problem

  • Conference paper
  • First Online:
Computational Logistics (ICCL 2018)

Part of the book series: Lecture Notes in Computer Science ((LNTCS,volume 11184))

Included in the following conference series:

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.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 39.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  1. Beasley, J.E., Cao, B.: A tree search algorithm for the crew scheduling problem. Eur. J. Oper. Res. 94(3), 517–526 (1996)

    Article  Google Scholar 

  2. 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)

    Article  MathSciNet  Google Scholar 

  3. 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

  4. 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

    Chapter  Google Scholar 

  5. Christiansen, M., Fagerholt, K., Nygreen, B., Ronen, D.: Maritime transportation. Handb. Oper. Res. Manag. Sci. 14, 189–284 (2007)

    Google Scholar 

  6. Dantzig, G.B.: Letter to the editor-a comment on traffic delays at toll booths. J. Oper. Res. Soc. Am. 3, 229–341 (1954)

    MathSciNet  Google Scholar 

  7. 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)

    Article  MathSciNet  Google Scholar 

  8. Edie, L.C.: Traffic delays at toll booths. J. Oper. Res. Soc. Am. 2, 107–138 (1954)

    Google Scholar 

  9. Gamache, M., Soumis, F., Marquis, G., Desrosiers, J.: A column generation approach for large-scale aircrew rostering problems. Oper. Res. 47, 247–263 (1999)

    Article  Google Scholar 

  10. IMO: Principles of safe manning, Framework, A27/Res.1047 (2011). www.imo.org/en/OurWork/HumanElement/VisionPrinciplesGoals/Documents/1047(27).pdf

  11. Kohl, N., Karisch, S.E.: Airline crew rostering: problem types, modeling, and optimization. Ann. Oper. Res. 127, 223–257 (2004)

    Article  Google Scholar 

  12. Leggate, A.: A vessel crew scheduling problem: formulations and solution methods. Report University of Strathclyde (2016)

    Google Scholar 

  13. Li, H.T., Womer, K.: A decomposition approach for shipboard manpower scheduling. Mil. Oper. Res. 14, 67–90 (2009)

    Article  Google Scholar 

  14. 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)

    Google Scholar 

  15. Ryan, D.M.: The solution of massive generalized set partitioning problems in aircrew rostering. J. Oper. Res. Soc. 4392, 459–467 (1992)

    Article  Google Scholar 

  16. UNCTAD: Review of Maritime Transport 2016, Technical report 2016. http://unctad.org/en/PublicationsLibrary/rmt2016_en.pdf

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Line Blander Reinhardt .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2018 Springer Nature Switzerland AG

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

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

Download citation

  • DOI: https://doi.org/10.1007/978-3-030-00898-7_24

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-030-00897-0

  • Online ISBN: 978-3-030-00898-7

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics