Systems, Signals and Control, Faculty of Mathematical Sciences, University of Twente P.O. Box 217, 7500 AE Enschede, The Netherlands E-mail [email protected] Abstract: Mixed sensitivity design of a linear multivariable control system amounts to shaping its sensitivity functions to achieve the design targets of closed-loop system performance and robustness. Both H∞ and 2 H optimizatio...

In computational design and fabrication, neural networks are becoming important surrogates for bulky forward simulations. A long-standing, intertwined question is that of inverse design: how to compute a satisfies desired target performance? Here, we show the piecewise linear property, very common in everyday networks, allows an formulation based on mixed-integer programming. Our uncovers globa...