The limitation of neural nets for approximation and optimization

Tommaso Giovannelli, Oumaima Sohab, Luis Nunes Vicente

We are interested in assessing the use of neural networks as surrogate models to approximate and minimize objective functions in optimization problems. While neural networks are wi…