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Intelligent Control Based on Flexible Neural Networks

by Mohammad Teshnehlab

Intelligent Control Based on Flexible Neural Networks Cover

Synopses & Reviews

Publisher Comments:

The use of flexible sigmoid functions makes artificial neural networks more versatile. This volume determines learning algorithms for sigmoid functions in several different learning modes using flexible structures of neural networks with new derivation algorithms. The book is aimed at electrical, electronic, and mechanical control and systems engineers concerned with intelligent control who wish to explore neural network approaches. Here, for readers who are unfamiliar with neural network computing, is a concise introduction to the main existing types of flexible neural networks. This book will be a valuable aid to new research in which high abilities in artificial neural networks in intelligent control design and development can be achieved.

Book News Annotation:

Determines learning algorithms for sigmoid functions in several different learning modes using flexible structures of neural networks with new derivation algorithms. Introduces fundamentals of neural networks and the main types of flexible neural networks, then details self-tuning PID control, self-tuning computed torque control, development of an inverse dynamics model, and self-organizing flexible neural networks. Includes chapter summaries and examples. For electrical, electronic, and mechanical control and systems engineers concerned with intelligent control. Lacks a subject index. The authors teach electrical and mechanical engineering at K. N. Toosi University, Iran, and Saga University, Japan.
Annotation c. Book News, Inc., Portland, OR (booknews.com)

Product Details

ISBN:
9780792356837
Author:
Teshnehlab, Mohammad
Author:
Watanabe, Keigo
Author:
Teshnehlab, M.
Publisher:
Springer Netherlands
Location:
Dordrecht
Subject:
General
Subject:
Automation
Subject:
Artificial Intelligence
Subject:
Neural Networks
Subject:
Neural networks (computer science)
Subject:
Intelligent control systems
Subject:
Artificial Intelligence - General
Subject:
Intelligence (AI) & Semantics
Edition Description:
Includes bibliographical references.
Series:
International series on microprocessor-based and intelligent systems engineering ;
Series Volume:
v. 19
Publication Date:
January 1999
Binding:
Hardcover
Language:
English
Illustrations:
Yes
Pages:
256
Dimensions:
9.12x6.94x.80 in. 1.11 lbs.

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