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Genetic Programming

14th European Conference, EuroGP 2011, Torino, Italy, April 27-29, 2011, Proceedings

  • Conference proceedings
  • © 2011

Overview

Editors:
  1. Sara Silva

    1. INESC-ID Lisboa, Lisboa, Portugal

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  2. James A. Foster

    1. Department of Biological Sciences, University of Idaho, Moscow, USA

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  3. Miguel Nicolau

    1. University College Dublin, UCD CASL, Belfield, Ireland

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  4. Penousal Machado

    1. Faculty of Sciences and Technology, Department of Informatics Engineering, University of Coimbra, Coimbra, Portugal

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  5. Mario Giacobini

    1. Department of Animal Production Epidemiology and Ecology, University of Torino, Grugliasco (TO), Italy

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 6621)

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

Included in the following conference series:

Conference proceedings info: EuroGP 2011.

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Table of contents (29 papers)

  1. Oral Presentations

    1. Evolving Fitness Functions for Mating Selection

      • Penousal Machado, António Leitão
      Pages 227-238

  2. Posters

    1. Experiments on Islands

      • Michael Harwerth
      Pages 239-249

    2. A New Approach to Solving 0-1 Multiconstraint Knapsack Problems Using Attribute Grammar with Lookahead

      • Muhammad Rezaul Karim, Conor Ryan
      Pages 250-261

    3. An Empirical Study of Functional Complexity as an Indicator of Overfitting in Genetic Programming

      • Leonardo Trujillo, Sara Silva, Pierrick Legrand, Leonardo Vanneschi
      Pages 262-273

    4. Estimating Classifier Performance with Genetic Programming

      • Leonardo Trujillo, Yuliana Martínez, Patricia Melin
      Pages 274-285

    5. Investigation of the Performance of Different Mapping Orders for GE on the Max Problem

      • David Fagan, Miguel Nicolau, Erik Hemberg, Michael O’Neill, Anthony Brabazon, Sean McGarraghy
      Pages 286-297

    6. A Self-scaling Instruction Generator Using Cartesian Genetic Programming

      • Yang Liu, Gianluca Tempesti, James A. Walker, Jon Timmis, Andrew M. Tyrrell, Paul Bremner
      Pages 298-309

    7. Exploring Grammatical Modification with Modules in Grammatical Evolution

      • John Mark Swafford, Michael O’Neill, Miguel Nicolau, Anthony Brabazon
      Pages 310-321

    8. Multi-objective Genetic Programming for Visual Analytics

      • Ilknur Icke, Andrew Rosenberg
      Pages 322-334

    9. A Continuous Approach to Genetic Programming

      • Cyril Fonlupt, Denis Robilliard
      Pages 335-346

  3. Back Matter

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Other volumes

  1. Genetic Programming

Keywords

About this book

This book constitutes the refereed proceedings of the 14th European Conference on Genetic Programming, EuroGP 2011, held in Torino, Italy, in April 2011 co-located with the Evo* 2011 events.
This 20 revised full papers presented together with 9 poster papers were carefully reviewed and selected from 59 submissions. The wide range of topics in this volume reflect the current state of research in the field, including representations, theory, novel operators and techniques, self organization, and applications.

Editors and Affiliations

  • INESC-ID Lisboa, Lisboa, Portugal

    Sara Silva

  • Department of Biological Sciences, University of Idaho, Moscow, USA

    James A. Foster

  • University College Dublin, UCD CASL, Belfield, Ireland

    Miguel Nicolau

  • Faculty of Sciences and Technology, Department of Informatics Engineering, University of Coimbra, Coimbra, Portugal

    Penousal Machado

  • Department of Animal Production Epidemiology and Ecology, University of Torino, Grugliasco (TO), Italy

    Mario Giacobini

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