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Nonlinear Identification and Control : A Neural Network Approach - G.P. Liu

Nonlinear Identification and Control

A Neural Network Approach

By: G.P. Liu

Hardcover

Published: 1st September 2001
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The purpose of this monograph is to give the broad aspects of nonlinear identification and control using neural networks. It uses a number of simulated and industrial examples throughout, to demonstrate the operation of nonlinear identification and control techniques using neural networks.

Symbols and Abbreviations
Neural Networksp. 1
Sequential Nonlinear Identificationp. 27
Recursive Nonlinear Identificationp. 53
Multiobjective Nonlinear Identificationp. 77
Wavelet Based Nonlinear Identificationp. 101
Nonlinear Adaptive Neural Controlp. 125
Nonlinear Predictive Neural Controlp. 143
Variable Structure Neural Controlp. 163
Neural Control Application to Combustion Processesp. 179
Referencesp. 193
Indexp. 209
Table of Contents provided by Blackwell. All Rights Reserved.

ISBN: 9781852333423
ISBN-10: 1852333421
Series: Advances in Industrial Control
Audience: Professional
Format: Hardcover
Language: English
Number Of Pages: 210
Published: 1st September 2001
Publisher: Springer London Ltd
Country of Publication: GB
Dimensions (cm): 23.5 x 15.5  x 1.91
Weight (kg): 1.11