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Genetic Programming

Second European Workshop, EuroGP'99, Göteborg, Sweden, May 26-27, 1999, Proceedings

  • Conference proceedings
  • © 1999

Overview

Editors:
  1. Riccardo Poli

    1. School of Computer Science, University of Birmingham, Egdbaston, UK

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  2. Peter Nordin

    1. Department of Physical Resource Theory, Chalmers University of Technology, Göteborg, Sweden

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  3. William B. Langdon

    1. Centrum voorWiskunde en Informatic, SJ Amsterdam, The Netherlands

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  4. Terence C. Fogarty

    1. Napier University, Edinburgh, UK

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 1598)

Included in the following conference series:

Conference proceedings info: EuroGP 1999.

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About this book

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.

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Table of contents (23 papers)

  1. Front Matter

    Pages I-X
    Download chapter PDF

  2. Representations

    1. Boolean Functions Fitness Spaces

      • W. B. Langdon, R. Poli
      Pages 1-14

    2. Meta-Evolution in Graph GP

      • Wolfgang Kantschik, Peter Dittrich, Markus Brameier, Wolfgang Banzhaf
      Pages 15-28

    3. Busy Beaver - The Influence of Representation

      • Penousal Machado, Francisco B. Pereira, Amílcar Cardoso, Ernesto Costa
      Pages 29-38

  3. Algorithms and Operators

    1. Mutation in Genetic Programming: A Preliminary Study

      • J. Page, R. Poli, W. B. Langdon
      Pages 39-48

    2. Phenotype Plasticity in Genetic Programming: A Comparison of Darwinian and Lamarckian Inheritance Schemes

      • Anna Esparcia-Alcázar, Ken Sharman
      Pages 49-64

    3. Sub-machine-code GP: New Results and Extensions

      • Riccardo Poli
      Pages 65-82

    4. Evolving Multi-line Compilable C Programs

      • Michael O’Neill, Conor Ryan
      Pages 83-92

  4. Applications

    1. Genetic Programming as a Darwinian Invention Machine

      • John R. Koza, Forrest H. Bennett III, Oscar Stiffelman
      Pages 93-108

    2. Genetic Programming of a Goal-Keeper Control Strategy for the RoboCup Middle Size Competition

      • Giovanni Adorni, Stefano Cagnoni, Monica Mordonini
      Pages 109-119

    3. Genetic Programming Discovers Efficient Learning Rules for the Hidden and Output Layers of Feedforward Neural Networks

      • Amr Radi, Riccardo Poli
      Pages 120-134

    4. Evolution of Ship Detectors for Satellite SAR Imagery

      • Daniel Howard, Simon C. Roberts, Richard Brankin
      Pages 135-148

    5. Automatic Generation of Affine IFS and Strongly Typed Genetic Programming

      • Anargyros Sarafopoulos
      Pages 149-160

  5. Posters

    1. Reactive and Memory-Based Genetic Programming for Robot Control

      • Björn Andersson, Per Svensson, Peter Nordin, Mats Nordahl
      Pages 161-172

    2. Distributed and Persistent Evolutionary Algorithms: A Design Pattern

      • Alessandro Bollini, Marco Piastra
      Pages 173-183

    3. Evolving an Environment Model for Robot Localization

      • Marc Ebner
      Pages 184-192

    4. Adapting the Fitness Function in GP for Data Mining

      • J. Eggermont, A. E. Eiben, J. I. van Hemert
      Pages 193-202

    5. Evolving Fuzzy Rule Based Classifiers with GA-P: A Grammatical Approach

      • Santiago García, Fermín González, Luciano Sánchez
      Pages 203-210

    6. Evolving Neural Network Structures by Means of Genetic Programming

      • Wolfgang Golubski, Thomas Feuring
      Pages 211-220

    7. Genetic Reasoning: Evolutionary Induction of Mathematical Proofs

      • Peter Nordin, Anders Eriksson, Mats Nordahl
      Pages 221-231
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Other volumes

  1. Genetic Programming

Editors and Affiliations

  • School of Computer Science, University of Birmingham, Egdbaston, UK

    Riccardo Poli

  • Department of Physical Resource Theory, Chalmers University of Technology, Göteborg, Sweden

    Peter Nordin

  • Centrum voorWiskunde en Informatic, SJ Amsterdam, The Netherlands

    William B. Langdon

  • Napier University, Edinburgh, UK

    Terence C. Fogarty

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