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Neural Networks for Modelling and Control of Dynamic Systems: A Practitioner's Handbook

Neural Networks for Modelling and Control of Dynamic Systems: A Practitioner's Handbook

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.

About This Book

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

Springer, 2000

ISBN: 1-85233-227-1
Language: English

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