MATLAB and Simulink Based Books
Suitable for graduate students and professional engineers, this book provides a comprehensive introduction to the most popular class of neural networks, the multilayer perceptron, and shows how it can be used for system identification and control. The book aims to provide the reader with a sufficient theoretical background to understand the characteristics of different methods, to be aware of the pitfalls and to make proper decisions in all situations. An introductory course in adaptive control is recommended.
Companion Software: A set of MATLAB M-files is available. Retrieve Companion Software
M. Nørgaard, Technical University of Denmark
O. Ravn, Technical University of Denmark
N.K. Poulsen, Technical University of Denmark
L.K. Hansen, Technical University of Denmark