Advances in Evolutionary Algorithms

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.

Download zipped PDF
39.57 Mb Downloaded 8641 times Bookmark to:  

Table of Contents

1. Limit Properties of Evolutionary Algorithms
   Witold Kosiński, and Stefan Kotowski
   2106 views, 717 downloads
   
2. Evolutionary Systems Identification: New Algorithmic Concepts and Applications
   Michael Affenzeller, Stephan Winkler and Stefan Wagner
   1714 views, 574 downloads
   
3. FPBIL: A Parameter-free Evolutionary Algorithm
   Gustavo Caldas and Roberto Schirru
   1669 views, 609 downloads
   
4. A Memetic Algorithm Assisted by an Adaptive Topology RBF Network and Variable Local Models for Expensive Optimization Problems
   Yoel Tenne and S.W. Armfield
   1954 views, 838 downloads
   
5. An Adaptive Evolutionary Algorithm Combining Evolution Strategy and Genetic Algorithm (Application of Fuzzy Power System Stabilizer)
   Gi-Hyun Hwang, and and Won-Tae Jang
   1847 views, 667 downloads
   
6. A Simple Hybrid Particle Swarm Optimization
   Wei-Chang Yeh
   2083 views, 825 downloads
   
7. 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
   2564 views, 1427 downloads
   
8. 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
   1753 views, 650 downloads
   
9. Domain Decomposition Evolutionary Algorithm for Multi-Modal Function Optimization
   Guangming Lin, Lishan Kang, Yongsheng Liang and Yuping Chen
   1609 views, 584 downloads
   
10. Evolutionary Algorithms with Dissortative Mating on Static and Dynamic Environments
    Carlos M. Fernandes and Agostinho C. Rosa
    1769 views, 632 downloads
    
11. Adapting Genetic Algorithms for Combinatorial Optimization Problems in Dynamic Environments
    Abdunnaser Younes, Shawki Areibi, Paul Calamai and Otman Basir
    1912 views, 746 downloads
    
12. Agent-Based Co-Evolutionary Techniques for Solving Multi-Objective Optimization Problems
    Rafal Drezewski and Leszek Siwik
    1796 views, 647 downloads
    
13. Evolutionary Multi-Objective Robust Optimization
    J. Ferreira, C. M. Fonseca, J. A. Covas and A. Gaspar-Cunha
    1910 views, 738 downloads
    
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
    1557 views, 531 downloads
    
15. Multi-objective Uniform-diversity Genetic Algorithm (MUGA)
    Ali Jamali, Nader Nariman-zadeh and Kazem Atashkari
    2089 views, 888 downloads
    
16. EA-based Problem Solving Environment over the GRID
    Mohamed Wahib, Asim Munawar, Masaharu Munetomo and Kiyoshi Akama
    1633 views, 615 downloads
    
17. Evolutionary Methods for Learning Bayesian Network Structures
    Thierry Brouard, Alain Delaplace and Hubert Cardot
    1721 views, 571 downloads
    
18. Design of Phased Antenna Arrays using Evolutionary Optimization Techniques
    Marco A. Panduro, David H. Covarrubias and Aldo L. Mendez
    2118 views, 1083 downloads
    
19. Design of an Efficient Genetic Algorithm to Solve the Industrial Car Sequencing Problem
    A. Zinflou, C. Gagné and M. Gravel
    1712 views, 579 downloads
    
20. Symbiotic Evolution Genetic Algorithms for Reinforcement Fuzzy Systems Design
    Chia-Feng Juang and I-Fang Chung
    1648 views, 550 downloads
    
21. Evolutionary Computation Applied to Urban Traffic Optimization
    Javier J. Sánchez Medina, Manuel J. Galán Moreno and Enrique Rubio Royo
    2397 views, 1037 downloads
    
22. Evolutionary Algorithms in Decision Tree Induction
    Francesco Mola, Raffaele Miele and Claudio Conversano
    1847 views, 644 downloads