Advances of Evolutionary Computation: Methods and Operators
The goal of this book is to present advances that discuss alternative Evolutionary Computation (EC) developments and non-conventional operators which have proved to be effective in the solution of several complex problems. The book has been structured so t
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Erik Cuevas Margarita Arimatea Díaz Cortés Diego Alberto Oliva Navarro
Advances of Evolutionary Computation: Methods and Operators
Studies in Computational Intelligence Volume 629
Series editor Janusz Kacprzyk, Polish Academy of Sciences, Warsaw, Poland e-mail: [email protected]
About this Series The series “Studies in Computational Intelligence” (SCI) publishes new developments and advances in the various areas of computational intelligence—quickly and with a high quality. The intent is to cover the theory, applications, and design methods of computational intelligence, as embedded in the fields of engineering, computer science, physics and life sciences, as well as the methodologies behind them. The series contains monographs, lecture notes and edited volumes in computational intelligence spanning the areas of neural networks, connectionist systems, genetic algorithms, evolutionary computation, artificial intelligence, cellular automata, self-organizing systems, soft computing, fuzzy systems, and hybrid intelligent systems. Of particular value to both the contributors and the readership are the short publication timeframe and the worldwide distribution, which enable both wide and rapid dissemination of research output.
More information about this series at http://www.springer.com/series/7092
Erik Cuevas Margarita Arimatea Díaz Cortés Diego Alberto Oliva Navarro •
Advances of Evolutionary Computation: Methods and Operators
123
Erik Cuevas Departamento de Electrónica, CUCEI Universidad de Guadalajara Guadalajara, Jalisco Mexico
Diego Alberto Oliva Navarro Departamento de Electrónica, CUCEI Universidad de Guadalajara Guadalajara, Jalisco Mexico
Margarita Arimatea Díaz Cortés Departamento de Electrónica, CUCEI Universidad de Guadalajara Guadalajara, Jalisco Mexico
and Tecnológico de Monterrey Campus Guadalajara Zapopan Mexico
and Institut für Informatik Freie Universität Berlin Berlin Germany
ISSN 1860-949X ISSN 1860-9503 (electronic) Studies in Computational Intelligence ISBN 978-3-319-28502-3 ISBN 978-3-319-28503-0 (eBook) DOI 10.1007/978-3-319-28503-0 Library of Congress Control Number: 2015960768 © Springer International Publishing Switzerland 2016 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. 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. The publisher, the authors and the editors are safe to assume that the advice and information in this book are believe
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