Discrete optimization methods to fit piecewise affine models to data points

We conclude the paper with an application to the identification of dynamical piecewise affine systems, for which we obtain promising results of comparable quality with those achieved with state-of-the-art methods from the literature (hinging hyperplane models and sum-of-norms regularization) on benchmark data sets.