Article ID: | iaor20119087 |
Volume: | 134 |
Issue: | 2 |
Start Page Number: | 289 |
End Page Number: | 299 |
Publication Date: | Dec 2011 |
Journal: | International Journal of Production Economics |
Authors: | Philpott A B, Guan Z |
Keywords: | programming: probabilistic |
This paper presents an application of multistage stochastic programming to a production planning problem for Fonterra, a leading company in the New Zealand dairy industry, taking into account uncertain milk supply, price–demand curves and contracting. We describe a model for Fonterra's supply chain, and a model for uncertain milk supply. We then present a multistage stochastic quadratic programming model and a decomposition algorithm to compute an optimal sales policy, which is tested in simulation against a deterministic policy.