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An access network design problem with end-to-end QoS constraints

Authors
Park, ChanwooLee, YounghoKim, YoungjinPark, Gigyoung
Issue Date
Oct-2014
Publisher
PERGAMON-ELSEVIER SCIENCE LTD
Keywords
Access network design; Hierarchical location-allocation problem; Mixed integer nonlinear programming; Linearization techniques; Constraint generation
Citation
OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE, v.48, pp.36 - 48
Indexed
SCIE
SSCI
SCOPUS
Journal Title
OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE
Volume
48
Start Page
36
End Page
48
URI
https://scholar.korea.ac.kr/handle/2021.sw.korea/97322
DOI
10.1016/j.omega.2014.02.006
ISSN
0305-0483
Abstract
In this paper, we present an access network design problem with end-to-end quality of service (QoS) requirement. The problem can be conceptualized as a two-level hierarchical location-allocation problem on the tree topology with nonlinear side constraints. The objective function of the nonlinear mixed integer programming model minimizes the total cost of switch and fiber cable, while satisfying demand within the prescribed level of QoS. By exploiting the inherent structure of the nonlinear QoS constraints, we develop linearization techniques for finding an optimal solution. Also, we devise an effective exact optimal algorithm within the context of disjunctive constraint generation. We present promising computational results that demonstrate the effectiveness of the proposed solution procedure. (C) 2014 Elsevier Ltd. All rights reserved.
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