A multistage stochastic programming model for the New Zealand dairy industry

A multistage stochastic programming model for the New Zealand dairy industry

0.00 Avg rating0 Votes
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: ,
Keywords: programming: probabilistic
Abstract:

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.

Reviews

Required fields are marked *. Your email address will not be published.