DROPS (Schloss Dagstuhl – Leibniz Center for Informatics) · 2011 · 29 citations · 7 references
Natural SciencesIndustrial EngineeringTransportation PlanningOptimizationSchedulingTransportationCombinatorial OptimizationHypergraph TheoryInteger ProgrammingNetwork Flow AlgorithmsNetwork FlowsVehicle SchedulingColumn GenerationIntegrated OptimizationNetwork Flow AnalysisNetwork Flow FormulationsNetwork Flow ModelsRail Vehicle SchedulingRailway SchedulingRotations
We propose a model for the integrated optimization of vehicle rotations and vehicle compositions in long distance railway passenger transport. The main contribution of the paper is a hypergraph model that is able to handle the challenging technical requirements as well as very general stipulations with respect to the "regularity" of a schedule. The hypergraph model directly generalizes network flow models, replacing arcs with hyperarcs. Although NP-hard in general, the model is computationally well-behaved in practice. High quality solutions can be produced in reasonable time using high performance Integer Programming techniques, in particular, column generation and rapid branching. We show that, in this way, large-scale real world instances of our cooperation partner DB Fernverkehr can be solved.
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Solving Real-Life Locomotive-Scheduling Problems
Ravindra K. Ahuja, Jian Liu, James B. Orlin et al. · Transportation Science · 2005 · 120 citations
Riccardo Cambini, Giorgio Gallo, Maria Grazia Scutellà · Mathematical Programming · 1997 · 42 citations