Risk Management in Stochastic Integer Programming

1 The two-stage stochastic optimization problem . 2 Quantile-based risk measures . 1 Introduction to Stochastic Dominance . 1 Stochastic orders for the preference of higher outcomes . 2 Stochastic orders for the preference of smaller outcomes . 2 Stochastic Dominance Constraints . 2 Results concerning structure and stability .