Learning Reduced-Order Linear Parameter-Varying Models of Nonlinear Systems

Patrick J. W. Koelewijn, Rajiv Sing, Peter Seiler +1

In this paper, we consider the learning of a Reduced-Order Linear Parameter-Varying Model (ROLPVM) of a nonlinear dynamical system based on data. This is achieved by a two-step pro…