Using clustering analysis in a capacitated location–routing problem

Using clustering analysis in a capacitated location–routing problem

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Article ID: iaor2009124
Country: Netherlands
Volume: 179
Issue: 3
Start Page Number: 968
End Page Number: 977
Publication Date: Jun 2007
Journal: European Journal of Operational Research
Authors: , , ,
Keywords: vehicle routing & scheduling, combinatorial optimization, heuristics
Abstract:

The location routing problem (LRP) appears as a combination of two difficult problems: the facility location problem (FLP) and the vehicle routing problem (VRP). In this work, we consider a discrete LRP with two levels: a set of potential capacitated distribution centres (DC) and a set of ordered customers. In our problem we intend to determine the set of installed DCs as well as the distribution routes (starting and ending at the DC). The problem is also constrained with capacities on the vehicles. Moreover, there is a homogeneous fleet of vehicles, carrying a single product and each customer is visited just once. As an objective we intend to minimize the routing and location costs.

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