This book constitutes the thoroughly refereed post-proceedings of the 6th International Conference on Artificial Evolution, EA 2003, held in Marseilles, France in October 2003.
The 32 revised full papers presented were carefully selected and improved during two rounds of reviewing and revision. The papers are organized in topical sections on theoretical issues, algorithmic issues, applications, implementation issues, genetic programming, coevolution and agent systems, artificial life, and cellular automata.
Author(s): Michael Defoin Platel, Sebastien Verel, Manuel Clergue, Philippe Collard (auth.), Pierre Liardet, Pierre Collet, Cyril Fonlupt, Evelyne Lutton, Marc Schoenauer (eds.)
Series: Lecture Notes in Computer Science 2936
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2004
Language: English
Pages: 412
Tags: Computation by Abstract Devices; Algorithm Analysis and Problem Complexity; Numeric Computing; Artificial Intelligence (incl. Robotics); Pattern Recognition; Evolutionary Biology
Front Matter....Pages -
Front Matter....Pages 1-1
From Royal Road to Epistatic Road for Variable Length Evolution Algorithm....Pages 3-14
Functional Dependency and Degeneracy: Detailed Analysis of the GAuGE System....Pages 15-26
A Study of the Effects of Dimensionality on Stochastic Hill Climbers and Estimation of Distribution Algorithms....Pages 27-38
Evolutionary Search for Binary Strings with Low Aperiodic Auto-correlations....Pages 39-50
Order Statistics in Artificial Evolution....Pages 51-62
Evolutionary Markov Chain Monte Carlo....Pages 63-76
Front Matter....Pages 77-77
A Hybrid Evolutionary Algorithm for CSP....Pages 79-90
Optimising Graph Partitions Using Parallel Evolution....Pages 91-102
Recombination Operators for Satisfiability Problems....Pages 103-114
Recombination and Self-Adaptation in Multi-objective Genetic Algorithms....Pages 115-126
Front Matter....Pages 127-127
Automatic Optical Fiber Alignment System Using Genetic Algorithms....Pages 129-140
Large-Scale Scheduling of Casting Sequences Using a Customized Genetic Algorithm....Pages 141-152
Evolutionary Mining for Image Classification Rules....Pages 153-165
Ant Algorithm for Detection of Retentive Structures in Coastal Waters....Pages 166-176
Air Traffic Controller Keyboard Optimization by Artificial Evolution....Pages 177-188
Post Docking Filtering Using Cartesian Genetic Programming....Pages 189-200
Front Matter....Pages 201-201
GUIDE: Unifying Evolutionary Engines through a Graphical User Interface....Pages 203-215
ParaDisEO-Based Design of Parallel and Distributed Evolutionary Algorithms....Pages 216-228
A Coarse-Grained Parallel Genetic Algorithm Employing Cluster Analysis for Multi-modal Numerical Optimisation....Pages 229-240
Front Matter....Pages 241-241
A Study of Diversity in Multipopulation Genetic Programming....Pages 243-255
Front Matter....Pages 241-241
Self-Improvement to Control Code Growth in Genetic Programming....Pages 256-266
Exploring Overfitting in Genetic Programming....Pages 267-277
Front Matter....Pages 279-279
An Agent Model for First Price and Second Price Private Value Auctions....Pages 281-292
A Clustering Based Niching EA for Multimodal Search Spaces....Pages 293-304
Evolving a Cooperative Transport Behavior for Two Simple Robots....Pages 305-316
Front Matter....Pages 317-317
Co-evolution in Artificial Ecosystems: Competition and Cooperation Using Allellopathy....Pages 319-330
The Evolutionary Control Methodology: An Overview....Pages 331-342
Front Matter....Pages 343-343
Modeling Selection Intensity for Linear Cellular Evolutionary Algorithms....Pages 345-356
Research of Complex Forms in Cellular Automata by Evolutionary Algorithms....Pages 357-367
Front Matter....Pages 369-369
Genetic Feature Learning Algorithm for Fluorescence Fingerprinting of Plants....Pages 371-383
ROC-Based Evolutionary Learning: Application to Medical Data Mining....Pages 384-396
Social Learning through Evolution of Language....Pages 397-408
Back Matter....Pages -
