Sobolev Training of End-to-End Optimization Proxies

Andrew W. Rosemberg, Joaquim Dias Garcia, Russell Bent +1

Optimization proxies - machine learning models trained to approximate the solution mapping of parametric optimization problems in a single forward pass - offer dramatic reductions…