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Genetic Programming

16th European Conference, EuroGP 2013, Vienna, Austria, April 3-5, 2013, Proceedings

  • Conference proceedings
  • © 2013

Overview

Editors:
  1. Krzysztof Krawiec

    1. Institute of Computing Science, Poznan University of Technology, Poznań, Poland

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  2. Alberto Moraglio

    1. School of Computer Science, The University of Birmingham, Edgbaston, UK

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  3. Ting Hu

    1. Geisel School of Medicine, Dartmouth College, Hanover, USA

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  4. A. Şima Etaner-Uyar

    1. Department of Computer Engineering, Istanbul Technical University, Masla, Turkey

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  5. Bin Hu

    1. Institute of Computer Graphics and Algorithms, Vienna University of Technology, Vienna, Austria

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 7831)

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

Included in the following conference series:

Conference proceedings info: EuroGP 2013.

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Table of contents (23 papers)

  1. Front Matter

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  2. Oral Presentations

    1. Adaptive Distance Metrics for Nearest Neighbour Classification Based on Genetic Programming

      • Alexandros Agapitos, Michael O’Neill, Anthony Brabazon
      Pages 1-12

    2. Controlling Bloat through Parsimonious Elitist Replacement and Spatial Structure

      • Grant Dick, Peter A. Whigham
      Pages 13-24

    3. Generation of VNS Components with Grammatical Evolution for Vehicle Routing

      • John H. Drake, Nikolaos Kililis, Ender Özcan
      Pages 25-36

    4. Understanding Expansion Order and Phenotypic Connectivity in πGE

      • David Fagan, Erik Hemberg, Michael O’Neill, Sean McGarraghy
      Pages 37-48

    5. PhenoGP: Combining Programs to Avoid Code Disruption

      • Cyril Fonlupt, Denis Robilliard
      Pages 49-60

    6. Reducing Wasted Evaluations in Cartesian Genetic Programming

      • Brian W. Goldman, William F. Punch
      Pages 61-72

    7. Balancing Learning and Overfitting in Genetic Programming with Interleaved Sampling of Training Data

      • Ivo Gonçalves, Sara Silva
      Pages 73-84

    8. Automated Design of Probability Distributions as Mutation Operators for Evolutionary Programming Using Genetic Programming

      • Libin Hong, John Woodward, Jingpeng Li, Ender Özcan
      Pages 85-96

    9. Robustness and Evolvability of Recombination in Linear Genetic Programming

      • Ting Hu, Wolfgang Banzhaf, Jason H. Moore
      Pages 97-108

    10. On the Evolvability of a Hybrid Ant Colony-Cartesian Genetic Programming Methodology

      • Sweeney Luis, Marcus Vinicius dos Santos
      Pages 109-120

    11. Discovering Subgroups by Means of Genetic Programming

      • José M. Luna, José Raúl Romero, Cristóbal Romero, Sebastián Ventura
      Pages 121-132

    12. Program Optimisation with Dependency Injection

      • James McDermott, Paula Carroll
      Pages 133-144

    13. Searching for Novel Classifiers

      • Enrique Naredo, Leonardo Trujillo, Yuliana Martínez
      Pages 145-156

    14. Learning Reusable Initial Solutions for Multi-objective Order Acceptance and Scheduling Problems with Genetic Programming

      • Su Nguyen, Mengjie Zhang, Mark Johnston, Kay Chen Tan
      Pages 157-168

    15. Automated Problem Decomposition for the Boolean Domain with Genetic Programming

      • Fernando E. B. Otero, Colin G. Johnson
      Pages 169-180

    16. A Multi-objective Optimization Energy Approach to Predict the Ligand Conformation in a Docking Process

      • Angelica Sandoval-Perez, David Becerra, Diana Vanegas, Daniel Restrepo-Montoya, Fernando Nino
      Pages 181-192

    17. Semantic Bias in Program Coevolution

      • Tom Seaton, Julian F. Miller, Tim Clarke
      Pages 193-204

    18. A New Implementation of Geometric Semantic GP and Its Application to Problems in Pharmacokinetics

      • Leonardo Vanneschi, Mauro Castelli, Luca Manzoni, Sara Silva
      Pages 205-216

  3. Posters

    1. A Grammar-Guided Genetic Programming Algorithm for Multi-Label Classification

      • Alberto Cano, Amelia Zafra, Eva L. Gibaja, Sebastián Ventura
      Pages 217-228
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Other volumes

  1. Genetic Programming

Keywords

About this book

This book constitutes the refereed proceedings of the 16th European Conference on Genetic Programming, EuroGP 2013, held in Vienna, Austria, in April 2013 co-located with the Evo* 2013 events, EvoMUSART, EvoCOP, EvoBIO, and EvoApplications.
The 18 revised full papers presented together with 5 poster papers were carefully reviewed and selected from 47 submissions. The wide range of topics in this volume reflects the current state of research in the field, including different genres of GP (tree-based, linear, grammar-based, Cartesian), theory, novel operators, and applications.

Editors and Affiliations

  • Institute of Computing Science, Poznan University of Technology, Poznań, Poland

    Krzysztof Krawiec

  • School of Computer Science, The University of Birmingham, Edgbaston, UK

    Alberto Moraglio

  • Geisel School of Medicine, Dartmouth College, Hanover, USA

    Ting Hu

  • Department of Computer Engineering, Istanbul Technical University, Masla, Turkey

    A. Şima Etaner-Uyar

  • Institute of Computer Graphics and Algorithms, Vienna University of Technology, Vienna, Austria

    Bin Hu

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