CMAC Neural Network and Its Use in Problems of Identification and Control of Nonlinear Dynamic Objects

Efficient use of CMAC (Cerebellar Model Articulation Controller) for identification and real-time control of nonlinear dynamical systems is demonstrated. An on-line weight training algorithm is proposed. The results of modelling and controlling nonlinear objects with unknown dynamics testify to the efficiency of this network.

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