Bottleneck capacity expansion problems with general budget constraints

Citation
Re. Burkard et al., Bottleneck capacity expansion problems with general budget constraints, RAIRO RE OP, 35(1), 2001, pp. 1-20
Citations number
16
Categorie Soggetti
Engineering Mathematics
Journal title
RAIRO-RECHERCHE OPERATIONNELLE-OPERATIONS RESEARCH
ISSN journal
03990559 → ACNP
Volume
35
Issue
1
Year of publication
2001
Pages
1 - 20
Database
ISI
SICI code
0399-0559(200101/03)35:1<1:BCEPWG>2.0.ZU;2-T
Abstract
This paper presents a unified approach for bottleneck capacity expansion pr oblems. 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 (c) over cap (e) for all e is an element of E. Moreover, we a re given monotone increasing cost functions f(e) for increasing the capacit y of the elements e is an element of E as well as a budget B. The task is t o determine new capacities c(e) greater than or equal to (c) over cap (e) s uch that the objective function given by max(F is an element ofF) min(e is an element ofF) c(e) is maximized under the side constraint that the overal l expansion cost does not exceed the budget B. We introduce an algebraic mo del for defining the overall expansion cost and for formulating the budget constraint. This models allows to capture various types of budget constrain ts in one general model. Moreover, we discuss solution approaches for the g eneral 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 imp rove a recent result of Zhang et al. [15].