Constraint programming for LNG ship scheduling and inventory management
We propose a constraint programming approach for the optimization of inventory routing in the liquefied natural gas industry. We present two constraint programming models that rely on a disjunctive scheduling representation of the problem. We also propose an iterative search heuristic to generate go...
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Veröffentlicht in: | European journal of operational research 2015-03, Vol.241 (3), p.662-673 |
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Format: | Artikel |
Sprache: | eng |
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Zusammenfassung: | We propose a constraint programming approach for the optimization of inventory routing in the liquefied natural gas industry. We present two constraint programming models that rely on a disjunctive scheduling representation of the problem. We also propose an iterative search heuristic to generate good feasible solutions for these models. Computational results on a set of large-scale test instances demonstrate that our approach can find better solutions than existing approaches based on mixed integer programming, while being 4–10 times faster on average. |
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ISSN: | 0377-2217 1872-6860 |
DOI: | 10.1016/j.ejor.2014.09.048 |