Vehicle routing and staffing for sedan service

Oktay Günlük, Tracy Kimbrel, Laszlo Ladanyi, Baruch Schieber, Gregory B. Sorkin

Research output: Contribution to journalArticlepeer-review

11 Scopus citations

Abstract

We present the optimization component of a decision support system developed for a sedan service provider. The system assists supervisors and dispatchers in scheduling driver shifts and routing the fleet throughout the day to satisfy customer demands within tight time windows. We periodically take a snapshot of the dynamic data and formulate an integer program, which we solve to near optimality using column generation. Although the data snapshot is stale by the time a solution is computed, we are able to solve the integer program quickly enough that the solution can be adopted after minor modifications are made by a fast local-search heuristic. The system described in this paper is currently in use and has improved the provider's productivity significantly.

Original languageEnglish (US)
Pages (from-to)313-326
Number of pages14
JournalTransportation Science
Volume40
Issue number3
DOIs
StatePublished - 2006
Externally publishedYes

All Science Journal Classification (ASJC) codes

  • Civil and Structural Engineering
  • Transportation

Keywords

  • Column generation
  • Driver staffing
  • Integer programming
  • Urban transportation services
  • Vehicle routing

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