Theory |
Extremal Optimization Dynamics in Neutral Landscapes: The Royal Road Case / I. De Falco ; A. Della Cioppa ; D. Maisto ; U. Scafuri ; E. Tarantino |
Improving the Scalability of EA Techniques: A Case Study in Clustering / Stefan R. Bach ; A. Sima Uyar ; Jürgen Branke |
Ant Colony Optimization |
MC-ANT: A Multi-Colony Ant Algorithm / Leonor Melo ; Francisco Pereira ; Ernesto Costa |
Applications |
Artificial Evolution for 3D PET Reconstruction / Franck P. Vidal ; Delphine Lazaro-Ponthus ; Samuel Legoupil ; Jean Louchet ; Evelyne Lutton ; Jean-Marie Rocchisani |
A Hybrid Genetic Algorithm/Variable Neighborhood Search Approach to Maximizing Residual Bandwidth of Links for Route Planning / Gajaruban Kandavanam ; Dmitri Botvich ; Sasitharan Balasubramaniam ; Brendan Jennings |
Parallelization of an Evolutionary Algorithm on a Platform with Multi-core Processors / Shigeyoshi Tsutsui |
On the Difficulty of Inferring Gene Regulatory Networks: A Study of the Fitness Landscape Generated by Relative Squared Error / Francesco Sambo ; Marco A. Montes de Oca ; Barbara Di Camillo ; Thomas Stützle |
Combinatorial Optimization |
Memetic Algorithms for Constructing Binary Covering Arrays of Strength Three / Eduardo Rodriguez-Tello ; Jose Torres-Jimenez |
A Priori Knowledge Integration in Evolutionary Optimization / Paul Pitiot ; Thierry Coudert ; Laurent Geneste ; Claude Baron |
Robotics |
On-Line, On-Board Evolution of Robot Controllers / N. Bredeche ; E. Haasdijk ; A. E. Eiben |
The Transfer of Evolved Artificial Immune System Behaviours between Small and Large Scale Robotic Platforms / Amanda M. Whitbrook ; Uwe Aickelin ; Jonathan M. Garibaldi |
Multi-objective Optimization |
An Analysis of Algorithmic Components for Multiobjective Ant Colony Optimization: A Case Study on the Biobjective TSP / Manuel López-Ibáñez |
Alternative Fitness Assignment Methods for Many-Objective Optimization Problems / Mario Garza Fabre ; Gregorio Toscano Pulido ; Carlos A. Coello Coello |
Genetic Programming |
Evolving Efficient List Search Algorithms / Kfir Wolfson ; Moshe Sipper |
Semantic Similarity Based Crossover in GP: The Case for Real-Valued Function Regression / Nguyen Quang Uy ; Michael O'Neill ; Nguyen Xuan Hoai ; Bob Mckay ; Edgar Galván-López |
Genetic-Programming Based Prediction of Data Compression Saving / Ahmed Kattan ; Riccardo Poli |
Machine Learning |
On the Characteristics of Sequential Decision Problems and Their Impact on Evolutionary Computation and Reinforcement Learning / André M.S. Barreto ; Douglas A. Augusto ; Helio J.C. Barbosa |
Author Index |
Theory |
Extremal Optimization Dynamics in Neutral Landscapes: The Royal Road Case / I. De Falco ; A. Della Cioppa ; D. Maisto ; U. Scafuri ; E. Tarantino |
Improving the Scalability of EA Techniques: A Case Study in Clustering / Stefan R. Bach ; A. Sima Uyar ; Jürgen Branke |