On the nonparametric identification and dual adaptive control of dynamic processes

A problem of nonparametric control of dynamic objects in discrete-continuous process is considered. The emphasis is placed on development of dual control non-parametric algorithms. Results of simulation experiment are described in details. These results demonstrate that the quality of control can be considerably improved in comparison with standard controllers by using the non-parametric dual control algorithm.