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BIO-INSPIRED COMPUTATIONAL ALGORITHMS AND THEIR APPLICATIONS
Edited by Shangce Gao
Bio-Inspired Computational Algorithms and Their Applications Edited by Shangce Gao
Published by InTech
Janeza Trdine 9, 51000 Rijeka, Croatia
Copyright © 2012 InTech
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Statements and opinions expressed in the chapters are these of the individual contributors and not necessarily those of the editors or publisher. No responsibility is accepted for the accuracy of information contained in the published chapters. The publisher assumes no responsibility for any damage or injury to persons or property arising out of the use of any materials, instructions, methods or ideas contained in the book.
Publishing Process Manager Marina Jozipovic Technical Editor Teodora Smiljanic
Cover Designer InTech Design Team
First published February, 2012 Printed in Croatia
A free online edition of this book is available at www.intechopen.com Additional hard copies can be obtained from orders@intechweb.org
Bio-Inspired Computational Algorithms and Their Applications, Edited Shangce Gao p. cm.
ISBN 978-953-51-0214-4
Contents
Preface IX
Part 1 Recent Development of Genetic Algorithm 1
Chapter 1
Chapter 2
The Successive Zooming Genetic Algorithm and Its Applications 3
Young-Doo Kwon and Dae-Suep Lee
The Network Operator Method for Search
of the Most Suitable Mathematical Equation 19 Askhat Diveev and Elena Sofronova
Chapter 3
Chapter 4
Chapter 5
Performance of Simple Genetic Algorithm Inserting Forced Inheritance Mechanism and Parameters Relaxation 43 Esther Lugo-González, Emmanuel A. Merchán-Cruz,
Luis H. Hernández-Gómez, Rodolfo Ponce-Reynoso, Christopher R. Torres-San Miguel and Javier Ramírez-Gordillo
The Roles of Crossover and Mutation in Real-Coded Genetic Algorithms 65 Yourim Yoon and Yong-Hyuk Kim
A Splicing/Decomposable Binary Encoding and Its Novel Operators for Genetic and Evolutionary Algorithms 83
Yong Liang
Chapter 6 Genetic Algorithms: An Overview
with Applications in Evolvable Hardware 105 Popa Rustem
Part 2 New Applications of Genetic Algorithm 121
Chapter 7 Tune Up of a Genetic Algorithm
to Group Documentary Collections 123 José Luis Castillo Sequera
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