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Nonlinear Identification and Control : a Neural Network Approach /

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The purpose of this monograph is to give the broad aspects of nonlinear identification and control using neural networks. It consists of three parts: - an introduction to the fundamental principles of neural networks; - several methods for nonlinear identification using neural networks; - various te...

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Bibliographic Details
Main Author: Liu, G. P.
Corporate Author: SpringerLink (Online service)
Format: eBook
Language:English
Published: London : Springer London, 2001.
Series:Advances in industrial control.
Subjects:
Engineering.
Physics.
Electronic books.
Online Access:Connect to the full text of this electronic book
Table of Contents:
  • Neural Networks
  • Sequential Nonlinear Identification
  • Recursive Nonlinear Identification
  • Multi-objective Nonlinear Identification
  • Wavelet-Based Nonlinear Identification
  • Nonlinear Adaptive Neural Control
  • Nonlinear Predictive Neural Control
  • Variable Structure Neural Control
  • Neural Control Application to Combustion Processes.