A Lagrangean relaxation approach for capacitated lot sizing problem with setup times

A Lagrangean relaxation approach for capacitated lot sizing problem with setup times

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Article ID: iaor20135115
Volume: 18
Issue: 3
Start Page Number: 272
End Page Number: 303
Publication Date: Sep 2013
Journal: International Journal of Operational Research
Authors: , , ,
Keywords: planning, heuristics
Abstract:

In this research, we consider a production planning problem that determines the production timings and quantities for multiple products over a finite number of periods without violating capacity constraints. This problem is commonly referred to as the capacitated lot sizing (CLS) problem. We develop a model that explicitly considers setup times for products and different types of production capacities such as regular time and overtime. We develop a heuristic based on Lagrangian relaxation to solve this CLS problem. Computational results show that our algorithm gives reliable results while comparing solution values to lower bounds.

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