Open access peer-reviewed Edited Volume

Advances in Evolutionary Algorithms

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75,620 Chapter Downloads

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Academic Editor

Witold Kosinski
Witold Kosinski

Polish-Japanese Academy of Information Technology,
Poland

Published01 November 2008

Doi10.5772/73

ISBN978-953-7619-11-4

eBook (PDF) ISBN978-953-51-5796-0

Copyright year2008

Number of pages480

With the recent trends towards massive data sets and significant computational power, combined with evolutionary algorithmic advances evolutionary computation is becoming much more relevant to practice. Aim of the book is to present recent improvements, innovative ideas and concepts in a part of a huge EA field.

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Table of Contents

Open access  chapters

1. Limit Properties of Evolutionary Algorithms

By Witold Kosiński, and Stefan Kotowski

3,197
2. Evolutionary Systems Identification: New Algorithmic Concepts and Applications

By Michael Affenzeller, Stephan Winkler and Stefan Wagner

2,964
3. FPBIL: A Parameter-free Evolutionary Algorithm

By Gustavo Caldas and Roberto Schirru

3,056
1
7. Recent Advances in Harmony Search

By Zong Woo Geem, M. Fesanghary, Jeong-Yoon Choi, M. P. Saka, Justin C. Williams, M. Tamer Ayvaz, Liang Li, Sam Ryu and A. Vasebi

4,887
1
9. Domain Decomposition Evolutionary Algorithm for Multi-Modal Function Optimization

By Guangming Lin, Lishan Kang, Yongsheng Liang and Yuping Chen

2,856
11. Adapting Genetic Algorithms for Combinatorial Optimization Problems in Dynamic Environments

By Abdunnaser Younes, Shawki Areibi, Paul Calamai and Otman Basir

3,429
3
13. Evolutionary Multi-Objective Robust Optimization

By J. Ferreira, C. M. Fonseca, J. A. Covas and A. Gaspar-Cunha

4,024
14
14. Improving Interpretability of Fuzzy Models Using Multi-Objective Neuro-Evolutionary Algorithms

By Gracia Sánchez Carpena, José Francisco Sánchez Ruiz, José Manuel Alcaraz Muñoz and Fernando Jiménez

2,604
15. Multi-objective Uniform-diversity Genetic Algorithm (MUGA)

By Ali Jamali, Nader Nariman-zadeh and Kazem Atashkari

3,314
11
16. EA-based Problem Solving Environment over the GRID

By Mohamed Wahib, Asim Munawar, Masaharu Munetomo and Kiyoshi Akama

2,779
17. Evolutionary Methods for Learning Bayesian Network Structures

By Thierry Brouard, Alain Delaplace and Hubert Cardot

3,420
4
18. Design of Phased Antenna Arrays using Evolutionary Optimization Techniques

By Marco A. Panduro, David H. Covarrubias and Aldo L. Mendez

5,340
21. Evolutionary Computation Applied to Urban Traffic Optimization

By Javier J. Sánchez Medina, Manuel J. Galán Moreno and Enrique Rubio Royo

4,034
2
22. Evolutionary Algorithms in Decision Tree Induction

By Francesco Mola, Raffaele Miele and Claudio Conversano

4,911

IMPACT OF THIS BOOK AND ITS CHAPTERS

75,620 Total Chapter Downloads

2,478 Total Chapter Views

49 Crossref Citations

81 Web of Science Citations

102 Dimensions Citations

12 Altmetric Score

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