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Babu B. V. - Evolutionary Computation: Techniques and Applications

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Babu B. V. Evolutionary Computation: Techniques and Applications
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    Evolutionary Computation: Techniques and Applications
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Edited by professionals with years of experience, this book provides an introduction to the theory of evolutionary algorithms and single- and multi-objective optimization, and then goes on to discuss to explore applications of evolutionary algorithms for many uses with real-world applications. Covering both the theory and applications of evolutionary computation, the book offers exhaustive coverage of several topics on nontraditional evolutionary techniques, details working principles of new and popular evolutionary algorithms, and discusses case studies on both scientific and real-world applications of optimization

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EVOLUTIONARY COMPUTATION Techniques and Applications EVOLUTIONARY COMPUTATION - photo 1

EVOLUTIONARY COMPUTATION

Techniques and Applications

EVOLUTIONARY COMPUTATION

Techniques and Applications

Edited by

Ashish M. Gujarathi, PhD

B. V. Babu, PhD

Apple Academic Press Inc Apple Academic Press Inc 3333 Mistwell - photo 2

Apple Academic Press Inc.

Apple Academic Press Inc.

3333 Mistwell Crescent

9 Spinnaker Way

Oakville, ON L6L 0A2

Waretown, NJ 08758

Canada

USA

2017 by Apple Academic Press, Inc.

Exclusive worldwide distribution by CRC Press, a member of Taylor & Francis Group

No claim to original U.S. Government works

Printed in the United States of America on acid-free paper

International Standard Book Number-13: 978-1-77188-336-8 (Hardcover)

International Standard Book Number-13: 978-1-315-36638-8 (CRC/Taylor & Francis eBook)

International Standard Book Number-13: 978-1-77188-337-5 (AAP eBook)

All rights reserved. No part of this work may be reprinted or reproduced or utilized in any form or by any electric, mechanical or other means, now known or hereafter invented, including photocopying and recording, or in any information storage or retrieval system, without permission in writing from the publisher or its distributor, except in the case of brief excerpts or quotations for use in reviews or critical articles.

This book contains information obtained from authentic and highly regarded sources. Reprinted material is quoted with permission and sources are indicated. Copyright for individual articles remains with the authors as indicated. A wide variety of references are listed. Reasonable efforts have been made to publish reliable data and information, but the authors, editors, and the publisher cannot assume responsibility for the validity of all materials or the consequences of their use. The authors, editors, and the publisher have attempted to trace the copyright holders of all material reproduced in this publication and apologize to copyright holders if permission to publish in this form has not been obtained. If any copyright material has not been acknowledged, please write and let us know so we may rectify in any future reprint.

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Library and Archives Canada Cataloguing in Publication

Evolutionary computation : techniques and applications / edited by Ashish M. Gujarathi, PhD, B.V. Babu, PhD.

Includes bibliographical references and index.
Issued in print and electronic formats.
ISBN 978-1-77188-336-8 (hardcover).--ISBN 978-1-77188-337-5 (pdf)
1. Evolutionary computation. 2. Genetic algorithms. 3. Software engineering. I. Gujarathi, Ashish M., author, editor II. Babu, B. V., author, editor

TA347.E96E96 2016 006.3823 C2016-905450-0 C2016-905451-9

Library of Congress Cataloging-in-Publication Data

Names: Gujarathi, Ashish M., editor. | Babu, B. V., editor.
Title: Evolutionary computation : techniques and applications / editors, Ashish M. Gujarathi, PhD, B.V. Babu, PhD.
Other titles: Evolutionary computation (Gujarathi)
Description: Toronto ; Waretown, New Jersey : Apple Academic Press, [2017] |
Includes bibliographical references and index.
Identifiers: LCCN 2016035469 (print) | LCCN 2016037827 (ebook) | ISBN 9781771883368 (hardcover : acid-free paper) | ISBN 9781771883375 (ebook) | ISBN 9781771883375 (ebook)
Subjects: LCSH: Evolutionary computation. | System engineering. | Mathematical optimization.
Classification: LCC TA347.E96 E96 2017 (print) | LCC TA347.E96 (ebook) | DDC 006.3/823--dc23
LC record available at https://lccn.loc.gov/2016035469

Apple Academic Press also publishes its books in a variety of electronic formats. Some content that appears in print may not be available in electronic format. For information about Apple Academic Press products, visit our website at www.appleacademicpress.com and the CRC Press website at www.crcpress.com

CONTENTS

Ashish M. Gujarathi and B. V. Babu

Vibhu Trivedi and Manojkumar Ramteke

Saket Kansara, Sumeet Parashar, and Abdus Samad

Tamoghna Mitra, Henrik Saxn, and Nirupam Chakraborti

Diego Oliva, Erik Cuevas, Gonzalo Pajares, Daniel Zaldvar, Marco Prez-Cisneros, and Valentn Osuna-Enciso

Tarun Kumar Sharma and Millie Pant

Pravin M. Singru, Vishal Jain, Nikilesh Krishnakumar, A. Garg, K. Tai, and V. Vijayaraghavan

Munawar A. Shaik and Ravindra D. Gudi

Munawar A. Shaik and B. V. Babu

Manas Ranjan Kabat, Satya Prakash Sahoo, and Manoj Kumar Patel

Paulo Fazendeiro and Paula Prata

Shikha Mehta and Hema Banati

U. Sabura Banu

G. N. Sashi Kumar

Mohit Mishra, S. K. Pal, and R. V. Yampolskiy

Wael Mohamed Fayek and O. P. Malik

Iordanis A. Naziris, Nikos D. Lagaros, and Kyriakos Papaioannou

S. B. D. V. P. S. Anauth and Robert T. F. Ah King

Ying Chuan Ong, Shivom Sharma, and G. P. Rangaiah

K. V. R. B. Prasad and P. M. Singru

Kamran Morovati and Sanjay S. Kadam

Robert T. F. Ah King

Department of Electrical and Electronic Engineering, University of Mauritius, Reduit 80837, Mauritius

S. B. D. V. P. S. Anauth

Department of Electrical and Electronic Engineering, University of Mauritius, Reduit 80837, Mauritius

B. V. Babu

Vice Chancellor, Galgotias University, Greater Noida, Uttar Pradesh, India, E-mail: , Tel: +91-12-04806849

Hema Banati

Dyal Singh College, Department of Computer Science, University of Delhi, Delhi, E-mail:

U. Sabura Banu

Professor Department of Electronics and Instrumentation Engineering, BS Abdur Rahman University, Vandalur, Chennai 600048, Tamilnadu, India

Nirupam Chakraborti

Department of Metallurgical and Materials Engineering, Indian Institute of Technology, Kharagpur, 712 302, West Bengal, India

Erik Cuevas

Departamento de Ciencias Computacionales, Universidad de Guadalajara, CUCEI, CU-TONALA, Av. Revolucin 1500, Guadalajara, Jal, Mxico

Wael Mohamed Fayek

Assistant Professor, Department of Electrical Engineering, Helwan University, Cairo, Egypt

Paulo Fazendeiro

Universityof Beira Interior, DepartmentofInformatics, Portugal
Instituto de Telecomunicaes (IT), Portugal,E-mail:

A. Garg

School of Mechanical and Aerospace Engineering, Nanyang Technological University, 50 Nanyang Avenue, 639798, Singapore

Ravindra D. Gudi

Professor, Department of Chemical Engineering, Indian Institute of Technology Bombay, Powai, Mumbai, India, E-mail: , Tel: +91-22-25767231

Ashish M. Gujarathi

Department of Petroleum and Chemical Engineering, College of Engineering, Sultan Qaboos University, P.O. Box 33, Al-Khod, Muscat-123, Sultanate of Oman, Phone: +968 2414 1320, E-mail:

Vishal Jain

Department of Mechanical Engineering, Birla Institute of Technology and Science, BITS Pilani, K.K. Birla Goa Campus, Zuarinagar, Goa 403726, India

Manas Ranjan Kabat

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