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Presenting the theoretical and practical developments of an autonomous decision-making methodology, this work describes the strides made by intelligent systems and soft computing for the control of industrial systems. It uses practical examples of qualitative control techniques tested in industry and provides suitable intelligent computational algorithms and interfaces for industrial applications.
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CCIMPUTATIC) INTELLI~EN in
CrrNTROL ENGINEERING
CONTROL E N ~ I ~ E R I N ~ A Series of Reference Books and ~
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Editor NEIL MJNRO, PH.D.*D.W. Professor Applied ControlE n g ~ ~ e ~ n g Universi~of M~chesterInstitute of Science andT ~ ~ o l o ~ Manchester, United Kingdom
onl linear Control of Electric Machinery, b y Darren M. ~ ~ Jun ~ Nu, and ~ i ~ oy tC. h Burg 2. C o ~ ~ u t a t i o nIntelligence al in Control Engineering, b y ~ o E. King ~ e 1,
Addi~ionalV o l u ~ e in s reparation
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COMPUTATIONA INTELLIGENCE in
CONT ENGIN)-cRING
Robert E. King ~ffiver~ity of Patras Patras, Greece
MARCKL
MARCELDEKKER, INC. DEKKER
NEWYORK* BASEL
Library of Congress Catalo~ing-in-~ublication Data King, RobertE. Computational intelligencein control engineering/ Robert E. King. p.cm. -- (Controlengineering) ISBN 0-8247-1993-X (alk. paper) 1. Intelligent control systems, 2. Computational intelligertce-Industrial appli~ations. I. Title. 11. Series:Control engi~eering(Marcel Dekker) TJ217,5.K56 1999 629.8-dc2 1
98-56656 CIP
This book is printed on acid-free paper. Headqu~~ers Marcel Dekker, Inc. 270 Madison Avenue, New York, NY 10016 tel: 2 1~-696-9000;fax: 212-685-4540 Eastern He~isphe~eDistribution Marcel DekkerAC Hutgasse 4, Postfach8 12, CH-4001 Basel, Switzerland tel: 4 1-6 1-26 1-8482; 4fax: 1-6 1-26 1-8896 World Wide Web h~p://www.dekker.com The pub~isheroffers dis~ountson this book when orderedin bulk ~uantities.For more information, write to Special Sales~rofessionalMarketing at the h e a d q u ~ e raddress s above. copyright^ 1999 by Marcel Dekker, Inc. All Rights Reserved. Neither this book nor any part may be reproduced or transmi~edin any form or by any means, electronic or mechanicaI, including photocopying, micro~lming,and recording, or byany i n f o ~ a t i o nstorage and retrieval system, without p e ~ i s s i o nin writing from the publisher. Current printing (last digit): 1 0 9 8 7 6 5 4 3 2 RINTED IN THE UNITED STATES OF AMERICA
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ries Introdu~t ion ~y text boo^ have been written on control e n ~ e e ~ desc~bing g, new t e c ~ ~ u for e s control^^ systems, or new and better ways of mathematic d y f o ~ ~ existing a ~ methods g tosolvetheeveruincreasin.gcomplex problems faced by practicing engineers. However, few of these boob finlly address the applicatio~aspects of controle n ~ e e ~Itgis. the intentionof this new series to redress this situation. li stress applicatio~issues, and notjust the ma~ematics "he series w of control e ~ ~ e eIt ~w g provide . ill texts that not only containan expos6 of both new and well-es~blis~ed tec~ques, but also present detailed exams the solution of real-world probples of the appli~ationof these m e ~ o d to lems. The authorsd l be drawnfiom both the acadernic worldand the relevant a ~ p l i c a t i osectors, ~ ady many exciting examples of the application of control lished fields of electrical, m e c h ~ c a(l ~ c l u aero~ g ), and chemical e n ~ e e ~We g . have only to look around in today's automated society to see the use of advanced roboticst e c ~ q u e in. s cturing industries; the use of automated control and ~vigation stems in air and s d a c e transport systems; the increasing useof intelligent in the many artifacts ava~ableto the