A robust optimisation model and cutting planes for the planning of energy‐efficient wireless networks

A robust optimisation model and cutting planes for the planning of energy‐efficient wireless networks

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Article ID: iaor20125429
Volume: 40
Issue: 1
Start Page Number: 80
End Page Number: 90
Publication Date: Jan 2013
Journal: Computers and Operations Research
Authors: , ,
Keywords: combinatorial optimization, energy
Abstract:

In this paper, we present an optimisation model for the energy‐efficient planning of future wireless networks. By applying robust optimisation, we extend this model to a robust formulation which considers demand uncertainties. The computability of the resulting model is moderate. Hence, we apply three different cutting plane approaches for an improvement. Furthermore, an extensive case study is performed to examine the price of robustness, to compare the robust solution to conventional planning, and to explore the performance of the cutting planes.

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