Neural Network Applications in Control

By: G. W. Irwin (Editor), K. Warwick (Editor), K. J. Hunt (Editor)

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Hardcover | 1 December 1994

At a Glance

Hardcover
309 Pages

Dimensions(cm)
24.77 x 16.51 x 2.54

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Neural networks are an exciting technology of growing importance in real industrial situations, particularly in control and systems. This book aims to give a detailed appreciation of the use of neural nets in these applications; it is aimed particularly at those with a control or systems background who wish to gain an insight into the technology in the context of real applications.

The book introduces a wide variety of network types, including Kohenen nets, n-tuple nets and radial basis function networks, as well as the more usual multi-layer perception back-propagation networks. It begins by describing the basic principles and some essential design features, then goes on to examine in depth several application studies illustrating a range of advanced approaches to the topic.

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You Can Find This Book In

Non-Fiction Computing & I.T.Computer Science Artificial Intelligence Neural Networks & Fuzzy Systems Engineering & Technology Electronics & Communications Engineering Electronics Engineering Automatic Control Engineering Technology in General

Preface
Contributors
Neural networks: an introduction	p. 1
Digital neural networks	p. 17
Fundamentals of neurocontrol: a survey	p. 33
Selection of neural network structures: some approximation theory guidelines	p. 67
Electric power and chemical process applications	p. 91
Studies in artificial neural network based control	p. 109
Applications of dynamic artificial neural networks in state estimation and nonlinear process control	p. 141
Speech, vision and colour applications	p. 161
Real-time drive control with neural networks	p. 179
Fuzzy-neural control in intensive-care blood pressure management	p. 203
Neural networks and system identification	p. 229
Neurofuzzy adaptive modelling and construction of nonlinear dynamical processes	p. 253
Index	p. 293
Table of Contents provided by Blackwell. All Rights Reserved.

Neural Network Applications in Control

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Hardcover

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