Decomposition schemes and acceleration techniques in application to production–assembly–distribution system design

The purpose of this paper is to study several schemes for applying Dantzig–Wolfe decomposition (DWD) to the production–assembly–distribution system design problem (PADS). Each scheme exploits selected embedded structures. The research objective is to enhance the rate of DWD convergence in applicatio...

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Veröffentlicht in:Computers & operations research 2008-12, Vol.35 (12), p.4010-4026
Hauptverfasser: Liang, Dong, Wilhelm, Wilbert E.
Format: Artikel
Sprache:eng
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Zusammenfassung:The purpose of this paper is to study several schemes for applying Dantzig–Wolfe decomposition (DWD) to the production–assembly–distribution system design problem (PADS). Each scheme exploits selected embedded structures. The research objective is to enhance the rate of DWD convergence in application to PADS through formulating a rationale for decomposition by analyzing potential schemes, adopting acceleration techniques, and assessing the impacts of schemes and techniques computationally. Test results provide insights that may be relevant to other applications of DWD.
ISSN:0305-0548
1873-765X
0305-0548
DOI:10.1016/j.cor.2007.07.003