Adaptive control using neural networks and approximate models

The NARMA model is an exact representation of the input-output behavior of dynamical systems. However, it is not convenient for purposes of control. In this paper, the authors introduce two classes of models which are approximations to the NARMA model, and at the same time substantially simplifies the control problem.