A heuristic approach for big bucket multi-level production planning problems

Multi-level production planning problems in which multiple items compete for the same resources frequently occur in practice, yet remain daunting in their difficulty to solve. In this paper, we propose a heuristic framework that can generate high quality feasible solutions quickly for various kinds...

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Veröffentlicht in:European journal of operational research 2009-03, Vol.193 (2), p.396-411
Hauptverfasser: Akartunalı, Kerem, Miller, Andrew J.
Format: Artikel
Sprache:eng
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Zusammenfassung:Multi-level production planning problems in which multiple items compete for the same resources frequently occur in practice, yet remain daunting in their difficulty to solve. In this paper, we propose a heuristic framework that can generate high quality feasible solutions quickly for various kinds of lot-sizing problems. In addition, unlike many other heuristics, it generates high quality lower bounds using strong formulations, and its simple scheme allows it to be easily implemented in the Xpress-Mosel modeling language. Extensive computational results from widely used test sets that include a variety of problems demonstrate the efficiency of the heuristic, particularly for challenging problems.
ISSN:0377-2217
1872-6860
DOI:10.1016/j.ejor.2007.11.033