Cognitive Engineering A Distributed Approach to Machine Intellig

Cognitive Engineering: A Distributed Approach to Machine Intelligence explores the design issues of intelligent engineering systems. Beginning with the foundations of psychological modeling of the human mind, the main emphasis is given to parallel and dis

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Professor Xindong Wu [email protected] Also in this series Gregoris Mentzas, Dimitris Apostolou, Andreas Abecker and Ron Young Knowledge Asset Management 1-85233-583-1 Michalis Vazirgiannis, Maria Halkidi and Dimitrios Gunopulos Uncertainty Handling and Quality Assessment in Data Mining 1-85233-655-2 Asuncio´n Go´mez-Pe´rez, Mariano Ferna´ndez-Lo´pez, Oscar Corcho Ontological Engineering 1-85233-551-3 Arno Scharl (Ed.) Environmental Online Communication 1-85233-783-4 Shichao Zhang, Chengqi Zhang and Xindong Wu Knowledge Discovery in Multiple Databases 1-85233-703-6 Jason T.L. Wang, Mohammed J. Zaki, Hannu T.T. Toivonen and Dennis Shasha (Eds) Data Mining in Bioinformatics 1-85233-671-4 C.C. Ko, Ben M. Chen and Jianping Chen Creating Web-based Laboratories 1-85233-837-7 Manuel Gran˜a, Richard Duro, Alicia d’Anjou and Paul P. Wang (Eds) Information Processing with Evolutionary Algorithms 1-85233-886-0 Colin Fyfe Hebbian Learning and Negative Feedback Networks 1-85233-883-0 Yun-Heh Chen-Burger and Dave Robertson Automating Business Modelling 1-85233-835-0 Dirk Husmeier, Richard Dybowski and Stephen Roberts (Eds) Probabilistic Modeling in Bioinformatics and Medical Informatics 1-85233-778-8

Ajith Abraham, Lakhmi Jain and Robert Goldberg (Eds) Evolutionary Multiobjective Optimization 1-85233-787-7 K.C. Tan, E.F. Khor and T.H. Lee Multiobjective Evolutionary Algorithms and Applications 1-85233-836-9 Nikhil R. Pal and Lakhmi Jain (Eds) Advanced Techniques in Knowledge Discovery and Data Mining 1-85233-867-9 Miroslav Ka´rny´ (Ed.) Optimized Bayesian Dynamic Advising 1-85233-928-4

Amit Konar and Lakhmi Jain

Cognitive Engineering A Distributed Approach to Machine Intelligence With 124 Figures

Foreword by Professor Witold Pedrycz

Amit Konar, METelE, MPhil, PhD Department of Electronics and Telecommunication Engineering Jadavpur University, Calcutta, India Lakhmi Jain, BE(Hons), ME, PhD, Fellow IE(Aust) University of South Australia, Adelaide, SA 5095, Australia

British Library Cataloguing in Publication Data A catalogue record for this book is available from the British Library Library of Congress Control Number: 2005923524 Advanced Information & Knowledge Processing ISSN 1610-3947 ISBN-10: 1-85233-975-6 Printed on acid-free paper ISBN-13: 978-1-85233-975-3 © Springer-Verlag London Limited 2005 Apart from any fair dealing for the purposes of research or private study, or criticism or review, as permitted under the Copyright, Designs and Patents Act 1988, this publication may only be reproduced, stored or transmitted, in any form or by any means, with the prior permission in writing of the publishers, or in the case of reprographic reproduction in accordance with the terms of licences issued by the Copyright Licensing Agency. Enquiries concerning reproduction outside those terms should be sent to the publishers. The use of registered names, trademarks, etc. in this publication does not imply, even in the absence of a specific statement, that such names are exempt from the relevant laws and regulations and therefore fre