application of Neural Networks to Adaptive Control of Nonlinear Systems (Umist Control Systems Centre Series, 4)

Ng, G. W.

ISBN 10: 0863802141 / ISBN 13: 9780863802140

Published by Research Studies Pre, 1997

About this Item

Like New.

Seller Inventory # ERICA77508638021416

Bibliographic Details

• Title: application of Neural Networks to Adaptive Control of Nonlinear Systems (Umist Control Systems Centre Series, 4)
• Publisher: Research Studies Pre
• Publication Date: 1997
• Language: English
• ISBN 10: 0863802141
• ISBN 13: 9780863802140
• Binding: Hardcover
• Condition: Like New
• Book Type: book

About this title

Synopsis

Application of Neural Networks

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.