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Evolutionary Algorithms 无水印原版pdf
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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,
distribute, transmit, and adapt the work in any medium, so long as the original
work is properly cited. After this work has been published by InTech, authors
have the right to republish it, in whole or part, in any publication of which they
are the author, and to make other personal use of the work. Any republication,
referencing or personal use of the work must explicitly identify the original source.
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
Part 1
Chapter 1
Chapter 2
Chapter 3
Chapter 4
Chapter 5
Chapter 6
Chapter 7
Chapter 8
Chapter 9
Preface IX
New Algorithms 1
Hybridization of Evolutionary Algorithms 3
Iztok Fister, Marjan Mernik and Janez Brest
Linear Evolutionary Algorithm 27
Kezong Tang, Xiaojing Yuan, Puchen Liu and Jingyu Yang
Genetic Algorithm Based on Schemata Theory 41
Eisuke Kita and Takashi Maruyama
In Vitro Fertilization Genetic Algorithm 57
Celso G. Camilo-Junior and Keiji Yamanaka
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 85
Mahdi Abadi and Saeed Jalili
Quantum-Inspired Differential Evolutionary
Algorithm for Permutative Scheduling Problems 109
Tianmin Zheng and Mitsuo Yamashiro
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 149
Ivan Zelinka, Donald Davendra, Roman Senkerik,
Roman Jasek and Zuzana Oplatkova
Contents
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