Den Hertog, Dick; Yanikoglu, I. - Tilburg University, Center for Economic Research - 2011
This paper proposes a new way to construct uncertainty sets for robust optimization. Our approach uses the available historical data for the uncertain parameters and is based on goodness-of-fit statistics. It guarantees that the probability that the uncertain constraint holds is at least the...