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Genetic Programming

18th European Conference, EuroGP 2015, Copenhagen, Denmark, April 8-10, 2015, Proceedings

  • Penousal Machado
  • Malcolm I. Heywood
  • James McDermott
  • Mauro Castelli
  • Pablo García-Sánchez
  • Paolo Burelli
  • Sebastian Risi
  • Kevin Sim
Conference proceedings EuroGP 2015

Part of the Lecture Notes in Computer Science book series (LNCS, volume 9025)

Also part of the Theoretical Computer Science and General Issues book sub series (LNTCS, volume 9025)

Table of contents

  1. Front Matter
    Pages I-XII
  2. Regular Papers

    1. Front Matter
      Pages 1-1
    2. Julio Albinati, Gisele L. Pappa, Fernando E. B. Otero, Luiz Otávio V. B. Oliveira
      Pages 3-15
    3. Alberto Bartoli, Andrea De Lorenzo, Eric Medvet, Fabiano Tarlao
      Pages 16-27
    4. Ivo Gonçalves, Sara Silva, Carlos M. Fonseca
      Pages 41-52
    5. Luis Muñoz, Sara Silva, Leonardo Trujillo
      Pages 78-91
    6. John Park, Su Nguyen, Mengjie Zhang, Mark Johnston
      Pages 92-104
    7. Michaela Sikulova, Jiri Hulva, Lukas Sekanina
      Pages 113-125
    8. Ali Vahdat, Jillian Morgan, Andrew R. McIntyre, Malcolm I. Heywood, A. Nur Zincir-Heywood
      Pages 126-138
  3. Posters

    1. Front Matter
      Pages 151-151
    2. Gopinath Chennupati, R. Muhammad Atif Azad, Conor Ryan
      Pages 167-178
    3. Igor S. Peretta, Keiji Yamanaka, Paul Bourgine, Pierre Collet
      Pages 179-191
    4. Stjepan Picek, Domagoj Jakobovic, Julian F. Miller, Elena Marchiori, Lejla Batina
      Pages 192-204
    5. Jerry Swan, Nathan Burles
      Pages 205-216
    6. Zdenek Vasicek, Lukas Sekanina
      Pages 217-229
  4. Back Matter
    Pages 231-231

About these proceedings

Introduction

This book constitutes the refereed proceedings of the 18th European Conference on Genetic Programming, EuroGP 2015, held in Copenhagen, Spain, in April 2015 co-located with the Evo 2015 events, EvoCOP, Evo MUSART and Evo Applications. The 12 revised full papers presented together with 6 poster papers were carefully reviewed and selected form 36 submissions. The wide range of topics in this volume reflects the current state of research in the field. Thus, we see topics as diverse as semantic methods, recursive programs, grammatical methods, coevolution, Cartesian GP, feature selection, initialisation procedures, ensemble methods and search objectives; and applications including text processing, cryptography, numerical modelling, software parallelisation, creation and optimisation of circuits, multi-class classification, scheduling and artificial intelligence.

Keywords

Artificial intelligence Automatic programming Cartesian genetic programming Circuit design Evolutionary computation Genetic programming Grammatical methods Heuristic methods Numerical modeling Optimization Scheduling Search methods

Editors and affiliations

  • Penousal Machado
    • 1
  • Malcolm I. Heywood
    • 2
  • James McDermott
    • 3
  • Mauro Castelli
    • 4
  • Pablo García-Sánchez
    • 5
  • Paolo Burelli
    • 6
  • Sebastian Risi
    • 7
  • Kevin Sim
    • 8
  1. 1.Universidade de CoimbraCoimbraPortugal
  2. 2.Dalhousie UniversityHalifaxCanada
  3. 3.University College DublinDublinIreland
  4. 4.Universidade Nova de LisboaLisboaPortugal
  5. 5.Universidad de GranadaGranadaSpain
  6. 6.Aalborg UniversityCopenhagenDenmark
  7. 7.IT University of CopenhagenCopenhagenDenmark
  8. 8.Edinburgh Napier UniversityEdinburghUnited Kingdom

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-16501-1
  • Copyright Information Springer International Publishing Switzerland 2015
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-16500-4
  • Online ISBN 978-3-319-16501-1
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site
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