most citedSuperstructure Optimization with Embedded Neural Networks for Sustainable Aviation Fuel Production

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math.OC2025

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…