Forecasting Outside the Box: Application-Driven Optimal Pointwise Forecasts for Stochastic Optimization

Tito Homem-de-Mello, Juan Valencia, Felipe Lagos +1

We study a class of two-stage stochastic programs, namely, those with fixed recourse matrix and fixed costs, and linear second stage. We show that, under mild assumptions, the prob…