By combining the method of inverse neural control with receding horizon optimal control technology，a scheme of receding horizon optimal controller based on neural network bearing predictive capability is proposed，the structure design of the controller and the realization algorithm are also given. The controller is used to control a noninear uncertain system.Simulation indicates that the controller is effective in controlling a general class of nonlinear systems.

receding horizon optimal technology, inverse neural control, nonlinear system