Modeling Design and Control Problems Involving Neural Network Surrogates

Dominic Yang, Prasanna Balaprakash, Sven Leyffer

We consider nonlinear optimization problems that involve surrogate models represented by neural networks. We demonstrate first how to directly embed neural network evaluation into…