Designing with Computational Intelligence

This book discusses a number of real-world applications of computational intelligence approaches. Using various examples, it demonstrates that computational intelligence has become a consolidated methodology for automatically creating new competitive solu

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Nadia Nedjah Heitor Silvério Lopes Luiza de Macedo Mourelle Editors

Designing with Computational Intelligence

Studies in Computational Intelligence Volume 664

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

Nadia Nedjah Heitor Silvério Lopes Luiza de Macedo Mourelle •

Editors

Designing with Computational Intelligence

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Editors Nadia Nedjah Department of Electronics Engineering and Telecommunications State University of Rio de Janeiro Rio de Janeiro Brazil

Luiza de Macedo Mourelle Department of Systems Engineering and Computer Science State University of Rio de Janeiro Rio de Janeiro Brazil

Heitor Silvério Lopes Department of Electronics Technological Federal University of Paraná (UTFPR) Curitiba, Paraná Brazil

ISSN 1860-949X ISSN 1860-9503 (electronic) Studies in Computational Intelligence ISBN 978-3-319-44734-6 ISBN 978-3-319-44735-3 (eBook) DOI 10.1007/978-3-319-44735-3 Library of Congress Control Number: 2016947935 © Springer International Publishing Switzerland 2017 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 believed to be true and accurate at the date of publication. Neither the publisher nor the authors or the editors give a wa