Nonparametric Estimation of Uncertainty Sets for Robust Optimization

Polina Alexeenko, Eilyan Bitar

We investigate a data-driven approach to constructing uncertainty sets for robust optimization problems, where the uncertain problem parameters are modeled as random variables whos…