An optimization model for the vehicle routing problem with practical three-dimensional loading constraints

No Thumbnail Available
Date
2012
Authors
Maria Antónia Carravilla
Leonardo Junqueira
José Fernando Oliveira
Reinaldo Morabito
Journal Title
Journal ISSN
Volume Title
Publisher
Abstract
In this paper, we present an integer linear programming model for the vehicle routing problem that considers real-world three-dimensional (3D) loading constraints. In this problem, a set of customers make requests of goods that are wrapped up in boxes, and the objective is to find minimum cost delivery routes for a set of identical vehicles that, departing froma depot, visit all customers only once and return to the depot.Apart from the usual 3D container loading constraints that ensure the boxes are packed completely inside the vehicles and the boxes do not overlap each other in each vehicle, the problem also takes into account constraints related to the vertical stability of the cargo, multidrop situations, and load-bearing strength of the boxes (including fragility). Computational tests with the proposed model were performed using an optimization solver embedded into a modeling language. The results validate the model and show that it is only able to handle problems of a moderate si
Description
Keywords
Citation