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
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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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