Advances in Evolutionary Algorithms

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Advances in
Evolutionary
Algorithms

Witold Kosinski

Advances in Evolutionary Algorithms

Edited by Witold Kosinski

ISBN 978-953-7619-11-4, 284 pages, Publishing date: November 2008

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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.

Table of Contents

01 Limit Properties of Evolutionary Algorithms
Witold Kosiński, and Stefan Kotowski
Downloads 508

02 Evolutionary Systems Identification: New Algorithmic Concepts and Applications
Michael Affenzeller, Stephan Winkler and Stefan Wagner
Downloads 470

03 FPBIL: A Parameter-free Evolutionary Algorithm
Gustavo Caldas and Roberto Schirru
Downloads 447

04 A Memetic Algorithm Assisted by an Adaptive Topology RBF Network and Variable Local Models for Expensive Optimization Problems
Yoel Tenne and S.W. Armfield
Downloads 577

05 An Adaptive Evolutionary Algorithm Combining Evolution Strategy and Genetic Algorithm (Application of Fuzzy Power System Stabilizer)
Gi-Hyun Hwang, and and Won-Tae Jang
Downloads 405

06 A Simple Hybrid Particle Swarm Optimization
Wei-Chang Yeh
Downloads 550

07 Recent Advances in Harmony Search
Zong Woo Geem, M. Fesanghary, Jeong-Yoon Choi, M. P. Saka, Justin C. Williams, M. Tamer Ayvaz, Liang Li, Sam Ryu and A. Vasebi
Downloads 822

08 A Hybrid Evolutionary Algorithm and its Application to Parameter Identification of Rolling Elements Bearings
Eric Yonghan Kim, Bo-Suk Yang and Andy Chit Chow Tan
Downloads 466

09 Domain Decomposition Evolutionary Algorithm for Multi-Modal Function Optimization
Guangming Lin, Lishan Kang, Yongsheng Liang and Yuping Chen
Downloads 433

10 Evolutionary Algorithms with Dissortative Mating on Static and Dynamic Environments
Carlos M. Fernandes and Agostinho C. Rosa
Downloads 517

11 Adapting Genetic Algorithms for Combinatorial Optimization Problems in Dynamic Environments
Abdunnaser Younes, Shawki Areibi, Paul Calamai and Otman Basir
Downloads 474

12 Agent-Based Co-Evolutionary Techniques for Solving Multi-Objective Optimization Problems
Rafal Drezewski and Leszek Siwik
Downloads 440

13 Evolutionary Multi-Objective Robust Optimization
J. Ferreira, C. M. Fonseca, J. A. Covas and A. Gaspar-Cunha
Downloads 492

14 Improving Interpretability of Fuzzy Models Using Multi-Objective Neuro-Evolutionary Algorithms
Gracia Sánchez Carpena, José Francisco Sánchez Ruiz, José Manuel Alcaraz Muñoz and Fernando Jiménez
Downloads 390

15 Multi-objective Uniform-diversity Genetic Algorithm (MUGA)
Ali Jamali, Nader Nariman-zadeh and Kazem Atashkari
Downloads 629

16 EA-based Problem Solving Environment over the GRID
Mohamed Wahib, Asim Munawar, Masaharu Munetomo and Kiyoshi Akama
Downloads 466

17 Evolutionary Methods for Learning Bayesian Network Structures
Thierry Brouard, Alain Delaplace and Hubert Cardot
Downloads 438

18 Design of Phased Antenna Arrays using Evolutionary Optimization Techniques
Marco A. Panduro, David H. Covarrubias and Aldo L. Mendez
Downloads 604

19 Design of an Efficient Genetic Algorithm to Solve the Industrial Car Sequencing Problem
A. Zinflou, C. Gagné and M. Gravel
Downloads 425

20 Symbiotic Evolution Genetic Algorithms for Reinforcement Fuzzy Systems Design
Chia-Feng Juang and I-Fang Chung
Downloads 413

21 Evolutionary Computation Applied to Urban Traffic Optimization
Javier J. Sánchez Medina, Manuel J. Galán Moreno and Enrique Rubio Royo
Downloads 723

22 Evolutionary Algorithms in Decision Tree Induction
Francesco Mola, Raffaele Miele and Claudio Conversano
Downloads 438