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

Rodolphe Giroudeau (1) , Dominique Feillet (2, 3) , Florent Hernandez (4) , Olivier Naud (5)

1 MAORE - Methods, Algorithms for Operations REsearch
2 SFL-ENSMSE - Département Sciences de la Fabrication et Logistique
3 LIMOS - Laboratoire d'Informatique, de Modélisation et d'Optimisation des Systèmes
4 CIRRELT - Laboratoire CIRRELT Université Laval Quebec
5 UMR ITAP - Information – Technologies – Analyse Environnementale – Procédés Agricoles

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.

Mots clés: 90; Branch and Price; Dynamic programming; génértion de colonnes; Vehicle routing; Time windows; Multi-trip; Column Generation

Domaines: Recherche opérationnelle [math.OC]

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, 2014, 12 (3), pp.235-259. ⟨10.1007/s10288-013-0238-z⟩. ⟨lirmm-01056150⟩