Bayesian Design of Experiments for Nonlinear Dynamic System Identification

D-optimal and other model-based experimental designs, like the Query by Committee criterion, are often criticised because of their dependency to the statistical model and the lack of the explicit allocation of the identified irregularities of the assumed model. Furthermore, D-optimal experimental de