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Markov Decision Processes and Ship Handling: An Exercise in Aggregation

  • Conference paper
DGOR Papers of the 11th Annual Meeting Vorträge der 11. Jahrestagung

Part of the book series: Operations Research Proceedings ((ORP,volume 1982))

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Summary

Operational planning in a general purpose ship terminal is treated. The decisions to be taken concern the weekly manpower capacity and the assignment of manpower and equipment to ships. As a Markov decision problem the model is very big and aggregation is desirable. As a check simulation is used, which leads to an iterative aggregation-disaggregation approach.

Zusammenfassung

Diese Arbeit beschäftigt sich mit der operativen Planung für ein Schiffterminal für Stückgut. Wöchentlich muß über die anzuwerbenden Arbeitskräfte, täglich über deren Zuordnung zu Ladekapazitäten entschieden werden. Dieses Problem wird durch ein Markoffsches Entscheidungsmodell abgebildet. Dessen Größe zwingt zur Aggregation, die mit Hilfe der Simulation überprüft wird.

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References

  1. Mendelssohn, R., The effects of grid size and approximation techniques on the solution of Markov decision problems. Administrative report no. 20-H, National Oceanic and Atmospheric Administration, Honolulu 1980.

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  2. Mendelssohn, R., An iterative aggregation procedure for Markov decision processes. Oper. Res. 30, (1980), 62–73.

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  3. Veugen, L.M.M., J. van der Wal, J. Wessels, Aggregation and disaggregation in Markov decision models for inventory control. Memorandum COSOR 82–09, Eindhoven University of Technology, Dept. Math, and Comp. Sci., July 1982.

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  4. Whitt, W., Approximations of dynamic programs I, II. Math. Oper. Res. 3, (1978), 231–243; 4, (1979), 179–185.

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© 1983 Springer-Verlag Berlin Heidelberg

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Lenssen, M.J.G., van der Wal, J., Wessels, J. (1983). Markov Decision Processes and Ship Handling: An Exercise in Aggregation. In: Bühler, W., Fleischmann, B., Schuster, KP., Streitferdt, L., Zander, H. (eds) DGOR Papers of the 11th Annual Meeting Vorträge der 11. Jahrestagung. Operations Research Proceedings, vol 1982. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-68997-0_83

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  • DOI: https://doi.org/10.1007/978-3-642-68997-0_83

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-12239-5

  • Online ISBN: 978-3-642-68997-0

  • eBook Packages: Springer Book Archive

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