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Application of Neural Networks to Adaptive Control of Nonlinear Systems: No. 4 (UMIST Control Systems Centre S.) - Hardcover

Ng, Gee Wah

 
9780863802140: Application of Neural Networks to Adaptive Control of Nonlinear Systems: No. 4 (UMIST Control Systems Centre S.)
Hardcover
ISBN 10: 0863802141 ISBN 13: 9780863802140
Publisher: Research Studies Press, 1997

Synopsis

Application of Neural Networks

"synopsis" may belong to another edition of this title.

Synopsis

This text investigates the ability of a neural network (NN) to learn how to control an unknown - generally nonlinear - system using data acquired on-line. The work presents real-time control applications, together with the theoretical analysis of algorithms developed to train neural networks. It provides: an analysis of local convergence and stability requirements of the two fast-learning algorithms developed by the author; a comprehensive survey of network topology and learning algorithms - particularly supervised learning; and a classification for NN control strategies. The book also analyzes and discusses various control strategies.

"About this title" may belong to another edition of this title.

Publisher
Research Studies Press
Publication date
1997
Language
English
ISBN 10 
0863802141
ISBN 13 
9780863802140
Binding
Hardcover
Number of pages
224