An algorithm using Lagrangean relaxation and decomposition for solving a capacitated lot-sizing problem (Q961468)
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scientific article; zbMATH DE number 5688082
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | An algorithm using Lagrangean relaxation and decomposition for solving a capacitated lot-sizing problem |
scientific article; zbMATH DE number 5688082 |
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An algorithm using Lagrangean relaxation and decomposition for solving a capacitated lot-sizing problem (English)
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30 March 2010
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Summary: We formulate and solve a type of the capacitated lot-sizing (CLS) problem. This problem is commonly found in many manufacturing settings. Unlike a typical formulation, our formulation explicitly considers different types of production capacities such as regular time and overtime. We develop a heuristic based on Lagrangean relaxation with a decomposition scheme to solve this CLS problem. Computational results show that our algorithm gives very good results while comparing to lower bounds.
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production planning
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capacitated lot-sizing
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CLS problem
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Lagrangean relaxation
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decomposition schemes
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sub-gradient optimisation
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manufacturing industry
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