Neural Networks for Modelling and Control of Dynamic Systems: A Practitioner's Handbook (Advanced Textbooks in Control and Signal Processing)
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This book deals with the application of neural networks for modeling and control of nonlinear systems. It comprehensively covers the most promising neural network based control designs and takes a pragmatic approach with emphasis on the practical implementation in a wide class of systems. It provides sufficient theoretical background and introduces sound working procedures for maximizing the performance of neural networks, a factor that will make the book invaluable to the practitioner. Well-tested MATLAB tools are also available from the authors. Author: Norgaard, Magnus, Ravn, OE, Poulsen, NK, Hansen, LK ISBN-10: 1852332270
Neural Networks for Modelling and Control of Dynamic Systems new edition
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Springer 9781852332273 Neural Networks for Modelling and Control of Dynamic Systems: A Practitioner S Handbook (2000. Corr. 3rd Edition) Description A comprehensive introduction to the most popular class of neural network, the multilayer perceptron, showing how it can be used for system identification and control. The book provides readers with a sufficient theoretical background to understand the characteristics of different methods, and to be aware of the pit-falls so as to make the correct d
A comprehensive introduction to the most popular class of neural network, the multilayer perceptron, showing how it can be used for system identification and control. The book provides readers with a sufficient theoretical background to understand the characteristics of different methods, and to be aware of the pit-falls so as to make the correct decisions in all situations. This is a very application-oriented text that gives detailed and pragmatic recommendations to guide users through the plethora of methods suggested in the literature. Furthermore, it introduces sound working procedures tha
Categories: Automatic control, Computer simulation, Automatic control. Contributors: M. Norgaard - Author. Format: Paperback
Categories: Automatic control, Computer simulation, Automatic control. Contributors: M. Norgaard - Author. Format: Paperback
Neural Networks for Modelling and Control of Dynamic Systems Textbook
