Solving the dynamic facility location problem

Solving the dynamic facility location problem

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Article ID: iaor2002111
Country: United States
Volume: 28
Issue: 2
Start Page Number: 117
End Page Number: 124
Publication Date: Sep 1996
Journal: Networks
Authors: , ,
Keywords: programming: quadratic
Abstract:

This paper addresses the multiperiod, or dynamic, uncapacitated facility location problem (DUFLP): The demand varies between time-periods and the solution should answer the questions of where and when to establish facilities. We modelize the problem as a 0–1 quadratic program and, since the DUFLP is NP-hard, we focus on methods for generating heuristic solutions (by simulated annealing) and good lower bounds (by Langrangian relaxation). We prove that our bound is equal to the optimal solution of the continuous relaxation of a linearization of the initial program. Then we show that the method can take into account some additional costs needed to solve some practical problems arising in telecommunication and intelligent networks. Finally, we present experimental results: The small size of the duality gaps explains the good quality of the obtained solutions.

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