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Genetic Programming

13th European Conference, EuroGP 2010, Istanbul, Turkey, April 7-9, 2010, Proceedings

  • Conference proceedings
  • © 2010

Overview

Editors:
  1. Anna Isabel Esparcia-Alcázar

    1. Instituto Tecnologico de Informatica, Universidad Politecnica de Valencia, Valencia, Spain

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  2. Anikó Ekárt

    1. Computer Science, Aston Triangle, Aston University, Birmingham, UK

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  3. Sara Silva

    1. INESC-ID Lisboa, Lisboa, Portugal

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  4. Stephen Dignum

    1. School of Computer Science and Electronic Engineering, University of Essex, Colchester, UK

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  5. A. Şima Uyar

    1. Computer Engineering Department, Istanbul Technical University, Maslak, Turkey

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 6021)

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

Included in the following conference series:

Conference proceedings info: EuroGP 2010.

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Table of contents (28 papers)

  1. Front Matter

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  2. Oral Presentations

    1. Genetic Programming for Classification with Unbalanced Data

      • Urvesh Bhowan, Mengjie Zhang, Mark Johnston
      Pages 1-13

    2. An Analysis of the Behaviour of Mutation in Grammatical Evolution

      • Jonathan Byrne, Michael O’Neill, James McDermott, Anthony Brabazon
      Pages 14-25

    3. Positional Effect of Crossover and Mutation in Grammatical Evolution

      • Tom Castle, Colin G. Johnson
      Pages 26-37

    4. Sub-tree Swapping Crossover and Arity Histogram Distributions

      • Stephen Dignum, Riccardo Poli
      Pages 38-49

    5. Novelty-Based Fitness: An Evaluation under the Santa Fe Trail

      • John Doucette, Malcolm I. Heywood
      Pages 50-61

    6. An Analysis of Genotype-Phenotype Maps in Grammatical Evolution

      • David Fagan, Michael O’Neill, Edgar Galván-López, Anthony Brabazon, Sean McGarraghy
      Pages 62-73

    7. Handling Different Categories of Concept Drifts in Data Streams Using Distributed GP

      • Gianluigi Folino, Giuseppe Papuzzo
      Pages 74-85

    8. An Indirect Approach to the Three-Dimensional Multi-pipe Routing Problem

      • Marcus Furuholmen, Kyrre Glette, Mats Hovin, Jim Torresen
      Pages 86-97

    9. Phenotypic Diversity in Initial Genetic Programming Populations

      • David Jackson
      Pages 98-109

    10. A Relaxed Approach to Simplification in Genetic Programming

      • Mark Johnston, Thomas Liddle, Mengjie Zhang
      Pages 110-121

    11. Unsupervised Problem Decomposition Using Genetic Programming

      • Ahmed Kattan, Alexandros Agapitos, Riccardo Poli
      Pages 122-133

    12. GP-Fileprints: File Types Detection Using Genetic Programming

      • Ahmed Kattan, Edgar Galván-López, Riccardo Poli, Michael O’Neill
      Pages 134-145

    13. A Many Threaded CUDA Interpreter for Genetic Programming

      • W. B. Langdon
      Pages 146-158

    14. Controlling Complex Dynamics with Artificial Biochemical Networks

      • Michael A. Lones, Andy M. Tyrrell, Susan Stepney, Leo S. Caves
      Pages 159-170

    15. Geometric Differential Evolution on the Space of Genetic Programs

      • Alberto Moraglio, Sara Silva
      Pages 171-183

    16. Improving the Generalisation Ability of Genetic Programming with Semantic Similarity based Crossover

      • Nguyen Quang Uy, Nguyen Thi Hien, Nguyen Xuan Hoai, Michael O’Neill
      Pages 184-195

    17. Evolving Genes to Balance a Pole

      • Miguel Nicolau, Marc Schoenauer, Wolfgang Banzhaf
      Pages 196-207

    18. Solution-Locked Averages and Solution-Time Binning in Genetic Programming

      • Riccardo Poli
      Pages 208-219

    19. Enabling Object Reuse on Genetic Programming-Based Approaches to Object-Oriented Evolutionary Testing

      • José Carlos Bregieiro Ribeiro, Mário Alberto Zenha-Rela, Francisco Fernández de Vega
      Pages 220-231
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Other volumes

  1. Genetic Programming

Keywords

Editors and Affiliations

  • Instituto Tecnologico de Informatica, Universidad Politecnica de Valencia, Valencia, Spain

    Anna Isabel Esparcia-Alcázar

  • Computer Science, Aston Triangle, Aston University, Birmingham, UK

    Anikó Ekárt

  • INESC-ID Lisboa, Lisboa, Portugal

    Sara Silva

  • School of Computer Science and Electronic Engineering, University of Essex, Colchester, UK

    Stephen Dignum

  • Computer Engineering Department, Istanbul Technical University, Maslak, Turkey

    A. Şima Uyar

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