Solving the nonlinear regulator equations by a single layer feedforward neural network

This paper proposes to solve the nonlinear regulator equations based on a single hidden layer feedforward neural network, leading to an effective approach to approximately solve the nonlinear servomechanism problem. The resulting design method is illustrated by application to the well-known ball and beam system.