MATLAB® and Its Applications in Engineering: [Based on MATLAB 7.5 (R2007b)]

13.14. Summary

This chapter first describes the essential theoretical concepts of ANNs so that the reader is able to follow the commands available in The Neural Network Toolbox. The complete chapter can be summarized as follows:

• The basic features of Neural Networks, the different transfer functions and architectures are described.

• The commands in the Neural Network Toolbox are illustrated by implementing a simple example using command line statements.

• Then, the graphic tool for designing Neural Network systems is described by implementing the same example using GUI tool.

• Then, the applications of Neural Networks in control are described by implementing a Water Bath Temperature Control System using command line commands available in Neural Network ...