An analysis of optimization problems involving ReLU neural networks

Christoph Plate, Mirko Hahn, Alexander Klimek +3

Solving mixed-integer optimization problems with embedded neural networks with ReLU activation functions is challenging. Big-M coefficients that arise in relaxing binary decisions…