Intégration de l'expérience des livreurs aux problèmes de tournées de véhicules

Authors: Chanca, Etienne
Advisor: Côté, Jean-FrançoisRönnqvist, Mikael
Abstract: This thesis introduces a new type of vehicle routing problem aiming to take into account the knowledge and experience for the driver-customer affectation process. This new experiencebased problem (EB-VRP) is motivated by the potential gain that could result from the ftting between drivers and their working areas in, in terms of global transportation costs and driver's satisfaction. This approach could also lead to a lower fuel consumption and an unbiased driver-customer affectation. A new methodology had been introduced to address this new problem, featuring a way to model the driver's knowledge based on a delivery's history. A bi-objective approach combines with a large-scale neighborhood heuristic had been used as a solving method. Numerical results from real data support the relevance of our methodology
Document Type: Mémoire de maîtrise
Issue Date: 2019
Open Access Date: 18 October 2019
Grantor: Université Laval
Collection:Thèses et mémoires

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