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Models and algorithms for integration of vehicle and crew scheduling

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Author Info
R. Freling ()
D. Huisman ()
A.P.M. Wagelmans () (FEW-Econometrie en besliskunde)

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Abstract

This paper deals with models, relaxations and algorithms for an integrated approach to vehicle and crew scheduling. We discuss potential benefits of integration and provide an overview of the literature which considers mainly partial integration. Our approach is new in the sense that we can tackle integrated vehicle and crew scheduling problems of practical size. We propose new mathematical formulations for integrated vehicle and crew scheduling problems and we discuss corresponding Lagrangian relaxations and Lagrangian heuristics. To solve the Lagrangian relaxations, we use column generation applied to set partitioning type of models. The paper is concluded with a computational study using real life data, which shows the applicability of the proposed techniques to practical problems. Furthermore, we also address the effectiveness of integration in different situations.

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Publisher Info
Paper provided by Erasmus University Rotterdam, Econometric Institute in its series Econometric Institute Report with number 189.

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Date of creation: 2000
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Handle: RePEc:dgr:eureir:2000189

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Related research
Keywords: Vehicle scheduling Crew scheduling Integrated planning Column generation Lagrangian relaxation;

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  1. Freling, R. & Huisman, D. & Wagelmans, A.P.M., 2000. "Applying an Integrated Approach to Vehicle and Crew Scheduling in Practice," Research Paper ERS-2000-31-LIS Revision_, 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 Uni. [Downloadable!]
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  2. Paixao, J. & Freling, R. & Boender, G., 1995. "An Integrated Approach to Vehicle and Crew Scheduling," Papers 9503/a, Erasmus University of Rotterdam - Econometric Institute.
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  1. Huisman, D. & Jans, R.F. & Peeters, M. & Wagelmans, A.P.M., 2003. "Combining Column Generation and Lagrangian Relaxation," Research Paper ERS-2003-092-LIS Revision, 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 Uni. [Downloadable!]
  2. Bredström, David & Rönnqvist, Mikael, 2007. "A branch and price algorithm for the combined vehicle routing and scheduling problem with synchronization constraints," Discussion Papers 2007/7, Department of Finance and Management Science, Norwegian School of Economics and Business Administration. [Downloadable!]
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