A robust optimization approach to wine grape harvesting scheduling

作者：Bohle Carlos; Maturana Sergio^*; Vera Jorge

来源：European Journal of Operational Research, 2010, 200(1): 245-252.

DOI：10.1016/j.ejor.2008.12.003

• Robust optimization
• Wine supply chain
• Scheduling

Optimization models are increasingly being used in agricultural planning. However, the inherent uncertainties present in agriculture make it difficult. In recent years, robust optimization has emerged as a methodology that allows dealing with uncertainty in optimization models, even when probabilistic knowledge of the phenomenon is incomplete. In this paper, we consider a wine grape harvesting scheduling optimization problem subject to several uncertainties, such as the actual productivity that can be achieved when harvesting. We study how effective robust optimization is solving this problem in practice. We develop alternative robust models and show results for some test problems obtained from actual wine industry problems.

• 出版日期2010-1-1