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A Comparison of Optimization Methods for Solving the Depot Matching and Parking Problem

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  • Haahr, J.T.
  • Lusby, R.M.
  • Wagenaar, J.C.

Abstract

We consider the Train Unit Shunting Problem, an important plan- ning problem for passenger railway operators. This problem entails assigning physical train units to scheduled train services in such a way that the resulting shunting yard operations are feasible. As such, it arises at every shunting yard in the railway network and involves matching train units to arriving and departing train services as well as assigning the selected matchings to appropriate shunting yard tracks. We present a comparison benchmark of multiple solution approaches for this problem. In particular, we have developed a Constraint Pro- gramming formulation, a Column Generation approach, and a random- ized greedy heuristic. We compare and benchmark these approaches against slightly adjusted existing methods based on a a Mixed Inte- ger Linear Program, and a Two-Stage heuristic. The benchmark con- tains multiple real-life instances provided by the Danish State Rail- ways (DSB) and Netherlands Railways (NS). The results highlight the strengths and weaknesses of the considered approaches.

Suggested Citation

  • Haahr, J.T. & Lusby, R.M. & Wagenaar, J.C., 2015. "A Comparison of Optimization Methods for Solving the Depot Matching and Parking Problem," ERIM Report Series Research in Management ERS-2015-013-LIS, Erasmus Research Institute of Management (ERIM), ERIM is the joint research institute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus University Rotterdam.
    • Handle: RePEc:ems:eureri:78820
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    References listed on IDEAS

    as
    1. Freling, R. & Lentink, R.M. & Kroon, L.G. & Huisman, D., 2002. "Shunting of Passenger Train Units in a Railway Station," ERIM Report Series Research in Management ERS-2002-74-LIS, Erasmus Research Institute of Management (ERIM), ERIM is the joint research institute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus University Rotterdam.
    2. Richard Freling & Ramon M. Lentink & Leo G. Kroon & Dennis Huisman, 2005. "Shunting of Passenger Train Units in a Railway Station," Transportation Science, INFORMS, vol. 39(2), pages 261-272, May.
    3. Pisinger, David, 1995. "An expanding-core algorithm for the exact 0-1 knapsack problem," European Journal of Operational Research, Elsevier, vol. 87(1), pages 175-187, November.
    4. Pisinger, David, 1995. "A minimal algorithm for the multiple-choice knapsack problem," European Journal of Operational Research, Elsevier, vol. 83(2), pages 394-410, June.
    5. Leo G. Kroon & Ramon M. Lentink & Alexander Schrijver, 2008. "Shunting of Passenger Train Units: An Integrated Approach," Transportation Science, INFORMS, vol. 42(4), pages 436-449, November.
    6. Fioole, Pieter-Jan & Kroon, Leo & Maroti, Gabor & Schrijver, Alexander, 2006. "A rolling stock circulation model for combining and splitting of passenger trains," European Journal of Operational Research, Elsevier, vol. 174(2), pages 1281-1297, October.
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    Keywords

    passenger railway optimization; shunting; matching; parking;
    All these keywords.

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