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EVOLUTIONARY
ALGORITHMS
Edited by
Eisuke Kita
Evolutionary Algorithms
Edited by Eisuke Kita
Published by InTech
Janeza Trdine 9, 51000 Rijeka, Croatia
Copyright © 2011 InTech
All chapters are Open Access articles distributed under the Creative Commons
Non Commercial Share Alike Attribution 3.0 license, which permits to copy,
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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 articles. 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
Katarina Lovrecic
Technical Editor
Teodora Smiljanic
Cover Designer
Martina Sirotic
Image Copyright
Designus, 2010. Used under license from Shutterstock.com
First published March, 2011
Printed in India
A free online edition of this book is available at www.intechopen.com
Additional hard copies can be obtained from orders@intechweb.org
Evolutionary Algorithms, Edited by Eisuke Kita
p. cm.
ISBN 978-953-307-171-8
free
online editions of InTech
Books and Journals can be found at
www.intechopen.com
Contents
Preface
Part 1
Chapter 1
IX
1
3
New Algorithms
Hybridization of Evolutionary Algorithms
Iztok Fister, Marjan Mernik and Janez Brest
Chapter 2
Linear Evolutionary Algorithm 27
Kezong Tang, Xiaojing Yuan, Puchen Liu and Jingyu Yang
Genetic Algorithm Based on Schemata Theory
Eisuke Kita and Takashi Maruyama
In Vitro Fertilization Genetic Algorithm
Celso G. Camilo-Junior and Keiji Yamanaka
57
41
Chapter 3
Chapter 4
Chapter 5
Bioluminescent Swarm Optimization Algorithm 69
Daniel Rossato de Oliveira, Rafael S. Parpinelli and Heitor S. Lopes
A Memetic Particle Swarm Optimization
Algorithm for Network Vulnerability Analysis
Mahdi Abadi and Saeed Jalili
Chapter 6
85
Chapter 7
Quantum-Inspired Differential Evolutionary
Algorithm for Permutative Scheduling Problems
Tianmin Zheng and Mitsuo Yamashiro
109
Chapter 8
Quantum-Inspired Particle Swarm Optimization for
Feature Selection and Parameter Optimization in Evolving
Spiking Neural Networks for Classification Tasks 133
Haza Nuzly Abdull Hamed, Nikola K. Kasabov
and Siti Mariyam Shamsuddin
Analytical Programming - a Novel Approach
for Evolutionary Synthesis of Symbolic Structures
Ivan Zelinka, Donald Davendra, Roman Senkerik,
Roman Jasek and Zuzana Oplatkova
Chapter 9
149

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