Application of Artificial Neural Networks in the Design of Control Systems

The paper develops important fundamental steps in applying artificial neural networks in the design of intelligent control systems. Different architectures including single layered and multi layered of neural networks are examined for controls applications. The importance of different learning algorithms for both linear and nonlinear neural networks is discussed. The problem of generalization of the neural networks in control systems together with some possible solutions are also included.