A new exact algorithm to solve the multi-trip vehicle routing problem with time windows and limited duration

Abstract : This article tackles the multi-trip vehicle routing problem with time windows and limited duration. A trip is a timed route such that a succession of trips can be assigned to one vehicle. We provide an exact two-phase algorithm to solve it. The first phase enumerates possible ordered lists of clients which match the maximum trip duration criterion. The second phase uses a Branch and Price scheme to generate and choose a best set of trips so that all customers are visited. We propose a set covering formulation as the column generation master problem, where columns (variables) represent trips. The sub-problem selects appropriate timing for trips and has a pseudo-polynomial complexity. Computational results on Solomon's benchmarks are presented. The computational times obtained with our new algorithm are much lower than the ones recently obtained in the only two studies published on this problem to date.
Document type :
Journal articles
Complete list of metadatas

https://hal-lirmm.ccsd.cnrs.fr/lirmm-01056150
Contributor : Rodolphe Giroudeau <>
Submitted on : Sunday, September 28, 2014 - 3:15:49 PM
Last modification on : Saturday, March 30, 2019 - 2:03:05 AM

Links full text

Identifiers

Citation

Rodolphe Giroudeau, Dominique Feillet, Florent Hernandez, Olivier Naud. A new exact algorithm to solve the multi-trip vehicle routing problem with time windows and limited duration. 4OR: A Quarterly Journal of Operations Research, Springer Verlag, 2014, 12 (3), pp.235-259. ⟨10.1007/s10288-013-0238-z⟩. ⟨lirmm-01056150⟩

Share

Metrics

Record views

374