A branch-and-price approach for a multi-period vehicle routing problem. (March 2015)

• Record Type: Journal Article
• Authors: Dayarian, Iman; Crainic, Teodor Gabriel; Gendreau, Michel; Rei, Walter
• Is Part Of: Computers & operations research. Volume 55(2015)
• Page Start: 167
• Page End: 184
• Publication Date: 2015-03
• Subjects: Multi-period vehicle routing problem -- Branch-and-price -- Seasonality -- Tactical planning; Operations research -- Periodicals; Electronic digital computers -- Periodicals; 004.05
• DOI: 10.1016/j.cor.2014.06.004
• Languages: English
• ISSNs: 0305-0548

Abstract

Abstract: In this paper, we consider tactical planning for a class of multi-period vehicle routing problems (MPVRP). This problem involves optimizing daily product collections from several production locations over a given planning horizon. In this context, a single routing plan for the whole horizon must be prepared, and the seasonal variations in the producers' supplies must be taken into account. Production variations over the horizon are approximated using a sequence of periods, each corresponding to a production season, while the intra-period variations are neglected. We propose a mathematical model that is based on the two-stage a priori optimization paradigm. The first stage corresponds to the design of a plan which, in the second stage, takes the different periods into account. The proposed set partitioning-based formulation is solved using a branch-and-price approach. The subproblem is a multi-period elementary shortest path problem with resource constraints (MPESPPRC), for which we propose an adaptation of the dynamic-programming-based label-correcting algorithm. Computational results show that this approach is able to solve instances with up to 60 producers and five periods.