A multiperiod capacity planning model for backbone computer communication networks

A multiperiod capacity planning model for backbone computer communication networks

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Article ID: iaor1993558
Country: United States
Volume: 40
Issue: 4
Start Page Number: 689
End Page Number: 705
Publication Date: Jul 1992
Journal: Operations Research
Authors: ,
Keywords: facilities, programming: integer
Abstract:

The cost of transmission capacity constitutes a significant portion of the total investment of cost of a backbone computer communications network. In this paper, the authors address the problem of deciding where, when and how much transmission capacity should be installed, over a multiperiod horizon, to meet increasing traffic requirements at minimum total discounted cost, while maintaining acceptable performance levels. The model allows traffic among existing nodes to increase, new modes to be added to the network, and its topology to change, over time. It is formulated as an integer programming problem, and a Lagrangian relaxation based solution method is proposed. Capacity and routing decisions are made jointly over time in the multiperiod model. Furthermore, the present method automatically provides numerical verification of solution quality through the Lagrangian lower bound. Computational experiments with several networks show that the method yields verifiably good solutions to this combinatorially explosive problem.

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