Weight reduction problems with certain bottleneck objectives

Weight reduction problems with certain bottleneck objectives

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Article ID: iaor20051473
Country: Netherlands
Volume: 153
Issue: 1
Start Page Number: 191
End Page Number: 199
Publication Date: Feb 2004
Journal: European Journal of Operational Research
Authors: , ,
Keywords: computational analysis, networks
Abstract:

This paper is concerned with bottleneck weight reduction problems (WRPs) stated as follows. We are given a finite set E, a class ℱ of nonempty subsets of E, a weight w:E → ℜ+ and a cost c:E → ℜ+. For each e∈E, c(e) stands for the cost of reducing weight w(e) by one unit. For each subset F ∈ ℱ, the bottleneck weight of F is w(F)=mine∈Fw(e). The weight of the family ℱ is the maximum of w(F) for all F in ℱ. The problem is to determine new weights x(e)⩽w(e) such that the weight of ℱ is minimized under the constraint that the overall reduction cost does not exceed a given budget B. Similarly to capacity expansion problems, WRPs include NP-hard problems. A WRP can be formulated as a parametric optimization problem over all transversal sets T of the class ℱ. This leads to (strongly) polynomial solution procedures for special systems F. In particular we outline a polynomial algorithm in the case when ℱ is the class of all spanning trees in an undirected graph.

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