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: | Motwani Jaideep, Cheng ChunHung, Madan Manohar S, Yip KaYun |
Keywords: | planning, heuristics |
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.