An MCMC Method for Uncertainty Set Generation via Operator-Theoretic Metrics

Anand Srinivasan, Naoya Takeishi

Model uncertainty sets are required in many robust optimization problems, such as robust control and prediction with uncertainty, but there is no definite methodology to generate u…