Input convex neural networks as surrogates in mathematical optimisation

Yu Liu, Jan Kronqvist, Fabricio Oliveira

Embedding trained neural networks as surrogates within optimisation problems is an established practice in operations research. The prevailing approach uses feedforward neural netw…