Solving a continuous local access network design problem with a stabilized central column generation approach

Solving a continuous local access network design problem with a stabilized central column generation approach

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Article ID: iaor20117342
Volume: 214
Issue: 3
Start Page Number: 546
End Page Number: 558
Publication Date: Nov 2011
Journal: European Journal of Operational Research
Authors: , ,
Keywords: location
Abstract:

In this paper, we focus on a variant of the multi‐source Weber problem. In the multi‐source Weber problem, the location of a fixed number of concentrators, and the allocation of terminals to them, must be chosen to minimize the total cost of links between terminals and concentrators. In our variant, we have a third hierarchical level, two categories of link costs, and the number of concentrators is unknown. To solve this difficult problem, we propose several heuristics, and use a new stabilized column generation approach, based on a central cutting plane method, to provide lower bounds.

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