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(Ebook) Differential Neural Networks for Robust Nonlinear Control: Identification, State Estimation and Trajectory Tracking by Alexander S. Poznyak, Edgar N. Sanchez, Wen Yu ISBN 9789810246242, 9789812811295, 9810246242, 981281129X

  • SKU: EBN-1530720
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Instant download (eBook) Differential Neural Networks for Robust Nonlinear Control: Identification, State Estimation and Trajectory Tracking after payment.
Authors:Alexander S. Poznyak, Edgar N. Sanchez, Wen Yu
Pages:454 pages.
Year:2001
Editon:1st
Publisher:World Scientific Publishing Company
Language:english
File Size:12.3 MB
Format:pdf
ISBNS:9789810246242, 9789812811295, 9810246242, 981281129X
Categories: Ebooks

Product desciption

(Ebook) Differential Neural Networks for Robust Nonlinear Control: Identification, State Estimation and Trajectory Tracking by Alexander S. Poznyak, Edgar N. Sanchez, Wen Yu ISBN 9789810246242, 9789812811295, 9810246242, 981281129X

This volume deals with continuous time dynamic neural networks theory applied to the solution of basic problems in robust control theory, including identification, state space estimation (based on neuro-observers) and trajectory tracking. The plants to be identified and controlled are assumed to be a priori unknown but belonging to a given class containing internal unmodelled dynamics and external perturbations as well. The error stability analysis and the corresponding error bounds for different problems are presented. The effectiveness of the suggested approach is illustrated by its application to various controlled physical systems (robotic, chaotic, chemical).
*Free conversion of into popular formats such as PDF, DOCX, DOC, AZW, EPUB, and MOBI after payment.

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