Shape-Constrained Distributional Optimization via Importance-Weighted Sample Average Approximation

Henry Lam, Zhenyuan Liu, Dashi I. Singham

Shape-constrained optimization arises in a wide range of problems including distributionally robust optimization (DRO) that has surging popularity in recent years. In the DRO liter…