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Genetic Programming: Second European Workshop, EuroGP’99 Göteborg, Sweden, May 26–27, 1999 Proceedings

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This book constitutes the refereed proceedings of the Second European Workshop on Genetic Programming, EuroPG '99, held in Göteborg, Sweden in May 1999.
The 12 revised full papers and 11 posters presented have been carefully reviewed and selected for inclusion in the book. All the relevant aspects of genetic programming are addressed ranging from traditional and foundational issues to applications in a variety of fields.

Author(s): W. B. Langdon, R. Poli (auth.), Riccardo Poli, Peter Nordin, William B. Langdon, Terence C. Fogarty (eds.)
Series: Lecture Notes in Computer Science 1598
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 1999

Language: English
Pages: 290
Tags: Programming Techniques; Computation by Abstract Devices; Pattern Recognition

Boolean Functions Fitness Spaces....Pages 1-14
Meta-Evolution in Graph GP....Pages 15-28
Busy Beaver - The Influence of Representation....Pages 29-38
Mutation in Genetic Programming: A Preliminary Study....Pages 39-48
A Comparison of Darwinian and Lamarckian Inheritance Schemes....Pages 49-64
Sub-machine-code GP: New Results and Extensions....Pages 65-82
Evolving Multi-line Compilable C Programs....Pages 83-92
Genetic Programming as a Darwinian Invention Machine....Pages 93-108
Genetic Programming of a Goal-Keeper Control Strategy for the RoboCup Middle Size Competition....Pages 109-119
Genetic Programming Discovers Efficient Learning Rules for the Hidden and Output Layers of Feedforward Neural Networks....Pages 120-134
Evolution of Ship Detectors for Satellite SAR Imagery....Pages 135-148
Automatic Generation of Affine IFS and Strongly Typed Genetic Programming....Pages 149-160
Reactive and Memory-Based Genetic Programming for Robot Control....Pages 161-172
Distributed and Persistent Evolutionary Algorithms: A Design Pattern....Pages 173-183
Evolving an Environment Model for Robot Localization....Pages 184-192
Adapting the Fitness Function in GP for Data Mining....Pages 193-202
Evolving Fuzzy Rule Based Classifiers with GA-P: A Grammatical Approach....Pages 203-210
Evolving Neural Network Structures by Means of Genetic Programming....Pages 211-220
Genetic Reasoning: Evolutionary Induction of Mathematical Proofs....Pages 221-231
How to Invent Functions....Pages 232-243
Automatic Parallelization of Arbitrary Programs....Pages 244-254
Evolving Controllers for Autonomous Agents Using Genetically Programmed Networks....Pages 255-269
Concurrent Genetic Programming, Tartarus and Dancing Agents....Pages 270-282