Overview

Technology has now progressed to the point that intelligent systems are replacing humans in the decision making processes as well as aiding in the solution of very complex problems. In many cases intelligent systems are already outperforming human activities. Artificial neural networks are not only capable of learning how to classify patterns, such images or sequence of events, but they can also effectively model complex nonlinear systems. Their ability to classify sequences of events is probably more popular in industrial applications where there is an inherent need to model nonlinear system behavior. Fuzzy systems have similar applications. Their main advantage is their simplicity and ease of implementation. Various aspects of neural networks and fuzzy systems are covered in this volume from The Industrial Electronics Handbook, Second Edition. System optimization is also examined and several new techniques are discussed, including evolutionary methods and swarm and ant colony optimizations. The last section is devoted to several applications involving methods of computational intelligence. The four other volumes in the Handbook are available individually: Fundamentals of Industrial Electronics, Industrial Communication Systems, Power Electronics and Motor Drives, and Control and Mechatronics. Additionally, all of the volumes are available as a set.

Full Product Details

Author:   Bogdan M. Wilamowski (Auburn University, Alabama, USA Auburn University, Alabama, USA Auburn University Auburn University) ,  J. David Irwin (Auburn University, Alabama, USA Auburn University Auburn University Auburn University, Alabama, USA Auburn University Auburn University Auburn University)
Publisher:   Taylor & Francis Inc
Imprint:   CRC Press Inc
Dimensions:   Width: 17.80cm , Height: 3.30cm , Length: 25.40cm
Weight:   1.246kg
ISBN:  

9781439802830

ISBN 10:   1439802831
Pages:   610
Publication Date:   28 February 2011
Audience:   College/higher education ,  General/trade ,  Tertiary & Higher Education ,  General
Format:   Hardback
Publisher's Status:   Active
Availability:   In Print  
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Table of Contents

Introductions. Neural Networks. Fuzzy Systems. Optimizations. Applications.

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Bogdan M. Wilamowski, J. David Irwin

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