Using a generative model for out-of-sample testing of two-stage stochastic programs

Ashutosh Shukla, John J. Hasenbein, Erhan Kutanoglu

Stochastic programming models for decision-making under uncertainty often suffer from scenario scarcity, where obtaining representative samples of uncertain parameters requires exp…