Neural Networks for Modelling and Control of Dynamic Systems: A Practitioner’s Handbook (Advanced Textbooks in Control and Signal Processing)

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Neural Networks for Modelling and Control of Dynamic Systems: A Practitioner’s Handbook (Advanced Textbooks in Control and Signal Processing)

M. Norgaard (Author),‎ O. Ravn (Author),‎ N.K. Poulsen (Author),‎ L.K. Hansen (Author)

ISBN10: 1852332271

ISBN13: 978-1852332273

Neural Networks for Modelling and Control of Dynamic Systems: A Practitioner’s Handbook (Advanced Textbooks in Control and Signal Processing)

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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 that can lead to efficient neural network solutions. Invaluable to the practitioner and as a textbook in courses with a significant hands-on component.

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title Neural Networks for Modelling and Control of Dynamic Systems
subtitle A Practitioner's Handbook
authors M. Norgaard
publisher Springer Science & Business Media
publishedDate 2000-01-01
description 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.
pageCount 246
printType BOOK
categories Computers
averageRating 5
ratingsCount 1
maturityRating NOT_MATURE
language en
canonicalVolumeLink https://books.google.com/books/about/Neural_Networks_for_Modelling_and_Contro.html?hl=&id=UNKpEmHwkXgC

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