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Genetic Programming

11th European Conference, EuroGP 2008, Naples, Italy, March 26-28, 2008, Proceedings

  • Conference proceedings
  • © 2008

Overview

Editors:
  1. Michael O’Neill
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  2. Leonardo Vanneschi
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  3. Steven Gustafson
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  4. Anna Isabel Esparcia Alcázar
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  5. Ivanoe Falco
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  6. Antonio Cioppa
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  7. Ernesto Tarantino
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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 4971)

Part of the book sub series: Theoretical Computer Science and General Issues (LNTCS)

Included in the following conference series:

Conference proceedings info: EuroGP 2008.

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Table of contents (31 papers)

  1. Front Matter

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  2. Oral Presentations

    1. Training Time and Team Composition Robustness in Evolved Multi-agent Systems

      • Russell Thomason, Robert B. Heckendorn, Terence Soule
      Pages 1-12

    2. Winning Ant Wars: Evolving a Human-Competitive Game Strategy Using Fitnessless Selection

      • Wojciech Jaśkowski, Krzysztof Krawiec, Bartosz Wieloch
      Pages 13-24

    3. In Silicon No One Can Hear You Scream: Evolving Fighting Creatures

      • Thomas Miconi
      Pages 25-36

    4. Real-Time, Non-intrusive Speech Quality Estimation: A Signal-Based Model

      • Adil Raja, Colin Flanagan
      Pages 37-48

    5. Good News: Using News Feeds with Genetic Programming to Predict Stock Prices

      • Fiacc Larkin, Conor Ryan
      Pages 49-60

    6. A Genetic Programming Approach to Deriving the Spectral Sensitivity of an Optical System

      • Marc Ebner
      Pages 61-72

    7. A SIMD Interpreter for Genetic Programming on GPU Graphics Cards

      • W. B. Langdon, Wolfgang Banzhaf
      Pages 73-85

    8. Partitioned Incremental Evolution of Hardware Using Genetic Programming

      • David Jackson
      Pages 86-97

    9. Population Parallel GP on the G80 GPU

      • Denis Robilliard, Virginie Marion-Poty, Cyril Fonlupt
      Pages 98-109

    10. Operator Equalisation and Bloat Free GP

      • Stephen Dignum, Riccardo Poli
      Pages 110-121

    11. Practical Model of Genetic Programming’s Performance on Rational Symbolic Regression Problems

      • Mario Graff, Riccardo Poli
      Pages 122-133

    12. Semantic Building Blocks in Genetic Programming

      • Nicholas Freitag McPhee, Brian Ohs, Tyler Hutchison
      Pages 134-145

    13. A Simple Powerful Constraint for Genetic Programming

      • Gearoid Murphy, Conor Ryan
      Pages 146-157

    14. Crossover, Sampling, Bloat and the Harmful Effects of Size Limits

      • Stephen Dignum, Riccardo Poli
      Pages 158-169

    15. The Performance of a Selection Architecture for Genetic Programming

      • David Jackson
      Pages 170-181

    16. A Comparison of Cartesian Genetic Programming and Linear Genetic Programming

      • Garnett Wilson, Wolfgang Banzhaf
      Pages 182-193

    17. Evolvability Via Modularity-Induced Mutational Focussing

      • Richard M. Downing
      Pages 194-205

    18. A Linear Estimation-of-Distribution GP System

      • Riccardo Poli, Nicholas Freitag McPhee
      Pages 206-217

    19. Feature Discovery in Reinforcement Learning Using Genetic Programming

      • Sertan Girgin, Philippe Preux
      Pages 218-229
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  1. Genetic Programming

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About this book

The 11th European Conference on Genetic Programming, EuroGP 2008, took place in Naples, Italy from 26 to 28 March in the University of Naples Congress Centre with spectacular views over the Gulf of Naples. This volume contains the papers for the 21 oral presentations and 10 posters that were presented during this time. A diverse array of topics were covered re?ecting the current state of research in the ?eld of Genetic Programming, including the latest work on representations, theory, operators and analysis, evolvable hardware, agents and numerous applications. A rigorous, double-blind peer review process was employed, with each s- mission reviewed by at least three members of the international Program C- mittee. In total 61 papers were submitted this year, making an acceptance rate of 34% for full papers, and an overall acceptance rate of 51% including posters. S- mission of papers and the reviewing process were greatly assisted by the use of the MyReview management software originally developed by Philippe Rigaux, Bertrand Chardon and other colleagues from the Universit´e Paris-Sud Orsay, France. We are especially grateful to Marc Schoenauer from INRIA, France for managing this system. Reviewers were asked to nominate keywords specifying their area of expertise, and these keywords were matched to those selected by the authors of the submitted papers with the assistance of the optimal assignment feature of the conference management software.

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