Production yield can be highly volatile and uncertain, especially in industries where exogenous environmental factors such as the climate or raw material quality impact manufacturing process. Thus, for production planning, it is necessary to take into account uncertainty obtain robust efficient plans. In this paper, we consider lot-sizing problems under uncertainty. We propose a multi-period, s...