Article ID: | iaor20062582 |
Country: | Netherlands |
Volume: | 33 |
Issue: | 2/3 |
Start Page Number: | 303 |
End Page Number: | 318 |
Publication Date: | Mar 2006 |
Journal: | Computational Optimization and Applications |
Authors: | Ghiani Gianpaolo, Grieco Antonio, Beraldi Patrizia, Guerriero Emanuela |
Keywords: | heuristics, scheduling |
This paper addresses a particular stochastic lot-sizing and scheduling problem. The evolution of the uncertain parameters is modelled by means of a scenario tree and the resulting model is a multistage stochastic mixed-integer program. We develop a heuristic approach that exploits the specific structure of the problem. The computational experiments carried out on a large set of instances have shown that the approach provides good quality solutions in a reasonable amount of time.