A Consistency-Robustness Framework for Robust Optimization: Integrating Predictions into Robust Scheduling

Yasser Alghouass, Eric Balkanski, Vineet Goyal +1

Robust optimization protects against uncertainty by optimizing for the worst case over a prescribed uncertainty set. This protection can be overly conservative when forecasts, hist…