Chemical Optimization Algorithm for Fuzzy Controller Design
In this book, a novel optimization method inspired by a paradigm from nature is introduced. The chemical reactions are used as a paradigm to propose an optimization method that simulates these natural processes. The proposed algorithm is described in deta
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Leslie Astudillo Patricia Melin Oscar Castillo
Chemical Optimization Algorithm for Fuzzy Controller Design
SpringerBriefs in Applied Sciences and Technology Computational Intelligence
Series editor Janusz Kacprzyk, Warsaw, Poland
For further volumes: http://www.springer.com/series/10618
Leslie Astudillo · Patricia Melin · Oscar Castillo
Chemical Optimization Algorithm for Fuzzy Controller Design
13
Leslie Astudillo Patricia Melin Oscar Castillo Division of Graduate Studies Tijuana Institute of Technology Tijuana Mexico
ISSN 2191-530X ISSN 2191-5318 (electronic) ISBN 978-3-319-05244-1 ISBN 978-3-319-05245-8 (eBook) DOI 10.1007/978-3-319-05245-8 Springer Cham Heidelberg New York Dordrecht London Library of Congress Control Number: 2014933533 © The Author(s) 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)
Preface
In this book, a novel optimization method inspired by a paradigm from nature is introduced. The chemical reactions are used as a paradigm to propose an optimization method that simulates these natural processes. The proposed algorithm is described in detail and then a set of typical complex benchmark functions is used to evaluate the performance of the algorithm. Simulation results show that the proposed optimization algorithm can outperf
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