The Vehicle Routing Problem with Transhipment Facilities

The Vehicle Routing Problem with Transhipment Facilities

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Article ID: iaor20171674
Volume: 51
Issue: 2
Start Page Number: 592
End Page Number: 606
Publication Date: May 2017
Journal: Transportation Science
Authors: , ,
Keywords: combinatorial optimization, optimization, distribution, networks, decision, programming: integer, programming: linear, heuristics
Abstract:

This paper proposes an exact method for solving an optimization problem arising in several distribution networks where customers can be served directly, using vehicle routes from a central depot, or through transhipment facilities. The problem consists of optimizing the following inter‐dependent decisions: selecting transhipment facilities, allocating customers to these facilities, and designing vehicle routes emanating from a central depot to minimize the total distribution cost. This problem is called the Vehicle Routing Problem with Transhipment Facilities (vrptf). The paper describes two integer‐programming formulations for the vrptf, i.e., an edge‐flow based formulation and a Set Partitioning (SP) based formulation. The LP‐relaxation of the two formulations are further strengthened by the addition of different valid inequalities. We also describe two new route relaxations used by dual ascent heuristics to find near‐optimal dual solutions of LP‐relaxation of the SP model. The valid inequalities and the route relaxations are used in a branch‐and‐cut‐and‐price approach to solve the problem to optimality. The proposed method is tested on a large family of instances, including real‐world examples. The computational results obtained indicate the effectiveness of the proposed method.

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