Control and Dynamic Systems: Advances in Theory and Applications : System Identification and Adaptive Control, Part 2: v. 26 - Hardcover

Hardcover

ISBN 10: 0120127261 ISBN 13: 9780120127269

Publisher: Academic Press Inc, 1987

Synopsis

The book emphasizes neural network structures for achieving practical and effective systems and provides many examples. Practitioners, researchers, and students in industrial, manufacturing, electrical, mechanical, and production engineering will find this volume a unique reference source for diverse application methodologies.

Control and Dynamic Systems covers the important topics of highly effective Orthogonal Activation Function Based Neural Network System Architecture, multilayer recurrent neural networks for synthesizing and implementing real-time linear control, adaptive control of unknown nonlinear dynamical systems, Optimal Tracking Neural Controller techniques, a consideration of unified approximation theory and applications, techniques for the determination of multi-variable nonlinear model structures for dynamic systems with a detailed treatment of relevant: system model input determination, High Order Neural Networks and Recurrent High Order Neural Networks, High Order Moment Neural Array Systems, Online Learning Neural Network controllers, and Radial Bias Function techniques.

Edition details

• Publisher: Academic Press Inc
• Publication date: 1987
• Language: English
• ISBN 10: 0120127261
• ISBN 13: 9780120127269
• Binding: Hardcover
• Number of pages: 339
• Editor: Leondes Cornelius T.