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math.OC2016

Particle-based Gaussian process optimization for input design in nonlinear dynamical models

Patricio E. Valenzuela, Johan Dahlin, Cristian R. Rojas +1

We propose a novel approach to input design for identification of nonlinear state space models. The optimal input sequence is obtained by maximizing a scalar cost function of the F…