This book constitutes the proceedings of the 9th International Conference on Artificial Evolution, held in Strasbourg, France, in October 2009.
Author(s): I. De Falco, A. Della Cioppa, D. Maisto, U. Scafuri, E. Tarantino (auth.), Pierre Collet, Nicolas Monmarché, Pierrick Legrand, Marc Schoenauer, Evelyne Lutton (eds.)
Series: Lecture Notes in Computer Science 5975 : Theoretical Computer Science and General Issues
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2010
Language: English
Pages: 207
Tags: Artificial Intelligence (incl. Robotics); Computation by Abstract Devices; Algorithm Analysis and Problem Complexity; Information Systems Applications (incl.Internet); Computer Appl. in Administrative Data Processing; Computer Communicat
Front Matter....Pages -
Extremal Optimization Dynamics in Neutral Landscapes: The Royal Road Case....Pages 1-12
Improving the Scalability of EA Techniques: A Case Study in Clustering....Pages 13-24
MC-ANT: A Multi-Colony Ant Algorithm....Pages 25-36
Artificial Evolution for 3D PET Reconstruction....Pages 37-48
A Hybrid Genetic Algorithm/Variable Neighborhood Search Approach to Maximizing Residual Bandwidth of Links for Route Planning....Pages 49-60
Parallelization of an Evolutionary Algorithm on a Platform with Multi-core Processors....Pages 61-73
On the Difficulty of Inferring Gene Regulatory Networks: A Study of the Fitness Landscape Generated by Relative Squared Error....Pages 74-85
Memetic Algorithms for Constructing Binary Covering Arrays of Strength Three....Pages 86-97
A Priori Knowledge Integration in Evolutionary Optimization....Pages 98-109
On-Line, On-Board Evolution of Robot Controllers....Pages 110-121
The Transfer of Evolved Artificial Immune System Behaviours between Small and Large Scale Robotic Platforms....Pages 122-133
An Analysis of Algorithmic Components for Multiobjective Ant Colony Optimization: A Case Study on the Biobjective TSP....Pages 134-145
Alternative Fitness Assignment Methods for Many-Objective Optimization Problems....Pages 146-157
Evolving Efficient List Search Algorithms....Pages 158-169
Semantic Similarity Based Crossover in GP: The Case for Real-Valued Function Regression....Pages 170-181
Genetic-Programming Based Prediction of Data Compression Saving....Pages 182-193
On the Characteristics of Sequential Decision Problems and Their Impact on Evolutionary Computation and Reinforcement Learning....Pages 194-205
Back Matter....Pages -
