DPE Networks and Evolutionary Dynamics
Classic evolutionary algorithms (EAs) use a single population (panmixia) of individuals and apply operators on them as a whole. To prevent EAs from concentrating on a small search space area, structured EAs have been proposed to as a means for improving t
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l Phase Evolution
Dual Phase Evolution
David G. Green Jing Liu Hussein A. Abbass •
Dual Phase Evolution
123
David G. Green Faculty of Information Technology Monash University Centre for Research on Intelligent Systems Clayton Australia
Hussein A. Abbass School of Engineering and Information Technology University of New South Wales Canberra, ACT Australia
Jing Liu Key Laboratory of Intelligent Perception and Image Understanding of Ministry of Education Xidian University Xi’an People’s Republic of China
ISBN 978-1-4419-8422-7 DOI 10.1007/978-1-4419-8423-4
ISBN 978-1-4419-8423-4
(eBook)
Springer New York Heidelberg Dordrecht London Library of Congress Control Number: 2013949242 Springer Science+Business Media New York 2014 This work is subject to copyright. All rights are reserved by the Publisher, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology now known or hereafter developed. Exempted from this legal reservation are brief excerpts in connection with reviews or scholarly analysis or material supplied specifically for the purpose of being entered and executed on a computer system, for exclusive use by the purchaser of the work. Duplication of this publication or parts thereof is permitted only under the provisions of the Copyright Law of the Publisher’s location, in its current version, and permission for use must always be obtained from Springer. Permissions for use may be obtained through RightsLink at the Copyright Clearance Center. Violations are liable to prosecution under the respective Copyright Law. The use of general descriptive names, registered names, trademarks, service marks, etc. in this publication does not imply, even in the absence of a specific statement, that such names are exempt from the relevant protective laws and regulations and therefore free for general use. While the advice and information in this book are believed to be true and accurate at the date of publication, neither the authors nor the editors nor the publisher can accept any legal responsibility for any errors or omissions that may be made. The publisher makes no warranty, express or implied, with respect to the material contained herein. Printed on acid-free paper Springer is part of Springer Science+Business Media (www.springer.com)
To our families and students
Preface
As computers have become all-pervasive in modern society, the growing preoccupation of modern society with information has led to a new paradigm for viewing the world around us. Natural computation is the idea of regarding objects and processes in the natural world as forms of computation. There is much evidence to support this view. The genetic code is akin to a tape containing processing instructions and ribosomes are almost literally devices wit
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