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Bottleneck Capacity Expansion Problems with General BudgetConstraints

Published online by Cambridge University Press:  15 August 2002

Rainer E. Burkard
Affiliation:
Institut für Mathematik B, TU Graz, Steyrergasse 30, 8010 Graz, Austria.
Bettina Klinz
Affiliation:
Institut für Mathematik B, TU Graz, Steyrergasse 30, 8010 Graz, Austria.
Jianzhong Zhang
Affiliation:
Department of Mathematics, City University of Hong Kong, Hong Kong.
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Abstract

This paper presents a unified approach for bottleneck capacity expansion problems. In the bottleneck capacity expansion problem, BCEP, we are given a finite ground set E, a family F of feasible subsets of E and a nonnegative real capacity ĉe for all e ∈ E. Moreover, we are given monotone increasing cost functions fe for increasing the capacity of the elements e ∈ E as well as a budget B. The task is to determine new capacities ce ≥ ĉe such that the objective function given by maxF∈Fmine∈Fce is maximized under the side constraint that the overall expansion cost does not exceed the budget B. We introduce an algebraic model for defining the overall expansion cost and for formulating the budget constraint. This models allows to capture various types of budget constraints in one general model. Moreover, we discuss solution approaches for the general bottleneck capacity expansion problem. For an important subclass of bottleneck capacity expansion problems we propose algorithms which perform a strongly polynomial number of steps. In this manner we generalize and improve a recent result of Zhang et al. [15].

Type
Research Article
Copyright
© EDP Sciences, 2001

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