Hybrid Metaheuristics

The main goal of this book is to provide a state of the art of hybrid metaheuristics. The book provides a complete background that enables readers to design and implement hybrid metaheuristics to solve complex optimization problems (continuous/discrete, m

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434

El-Ghazali Talbi (Ed.)

Hybrid Metaheuristics

ABC

Editor Prof. Dr. El-Ghazali Talbi University of Lille 1 CNRS, INRIA France

ISSN 1860-949X e-ISSN 1860-9503 ISBN 978-3-642-30670-9 e-ISBN 978-3-642-30671-6 DOI 10.1007/978-3-642-30671-6 Springer Heidelberg New York Dordrecht London Library of Congress Control Number: 2012938580 c Springer-Verlag Berlin Heidelberg 2013  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 my dear wife Keltoum. She always comforts and consoles me. I am such a lucky guy to have found such a wonderful woman. To my two star sons Anis and Chahine. Every time that I saw your smile it lights me up inside. To my daughter Besma, you are my sweet girl with an impressive intelligence. To my mother Zehour for her infinite sacrifice. To my father Ammar who continue to support me in my academic research.

Preface

Importance of This Book Applications of optimization is countless. Every process has a potential to be optimized. There is no company which is not involved in solving optimization problems. Indeed, many challenging applications in science and industry can be formulated as optimization problems. Optimization occurs in the minimization of time, cost, risk, or the maximizat