Optimization over Trained Neural Networks: Difference-of-Convex Algorithm and Application to Data Center Scheduling

Xinwei Liu, Vladimir Dvorkin

When solving decision-making problems with mathematical optimization, some constraints or objectives may lack analytic expressions but can be approximated from data. When an approx…