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Genetic Programming

21st European Conference, EuroGP 2018, Parma, Italy, April 4-6, 2018, Proceedings

  • Mauro Castelli
  • Lukas Sekanina
  • Mengjie Zhang
  • Stefano Cagnoni
  • Pablo García-Sánchez
Conference proceedings EuroGP 2018

Part of the Lecture Notes in Computer Science book series (LNCS, volume 10781)

Also part of the Theoretical Computer Science and General Issues book sub series (LNTCS, volume 10781)

Table of contents

  1. Front Matter
    Pages I-XII
  2. Long Presentations

    1. Front Matter
      Pages 1-1
    2. Filipe Assunção, Nuno Lourenço, Penousal Machado, Bernardete Ribeiro
      Pages 3-18
    3. Filipe Assunção, Nuno Lourenço, Penousal Machado, Bernardete Ribeiro
      Pages 19-34
    4. Timothy Atkinson, Detlef Plump, Susan Stepney
      Pages 35-51
    5. Mauro Castelli, Ivo Gonçalves, Luca Manzoni, Leonardo Vanneschi
      Pages 52-67
    6. Ting Hu, Karoliina Oksanen, Weidong Zhang, Edward Randell, Andrew Furey, Guangju Zhai
      Pages 68-83
    7. Andrew Lensen, Bing Xue, Mengjie Zhang
      Pages 84-100
    8. Takfarinas Saber, David Fagan, David Lynch, Stepan Kucera, Holger Claussen, Michael O’Neill
      Pages 118-134
    9. Robert J. Smith, Malcolm I. Heywood
      Pages 135-150
    10. Leonardo Vanneschi, Kristen Scott, Mauro Castelli
      Pages 166-183
  3. Short Presentations

    1. Front Matter
      Pages 185-185
    2. Jakub Husa, Roman Kalkreuth
      Pages 203-219
    3. William B. Langdon, Justyna Petke, Ronny Lorenz
      Pages 220-236
    4. João Macedo, Carlos M. Fonseca, Ernesto Costa
      Pages 237-252
    5. John Park, Yi Mei, Su Nguyen, Gang Chen, Mengjie Zhang
      Pages 253-270
    6. Lino Rodriguez-Coayahuitl, Alicia Morales-Reyes, Hugo Jair Escalante
      Pages 271-288
    7. Minh Duc Tran, Claudia d’Amato, Binh Thanh Nguyen, Andrea G. B. Tettamanzi
      Pages 289-305
  4. Back Matter
    Pages 323-323

About these proceedings

Introduction

This book constitutes the refereed proceedings of the 21st European Conference on Genetic Programming, EuroGP 2018, held in Parma, Italy, in April 2018, co-located with the Evo* 2018 events, EvoCOP, EvoMUSART, and EvoApplications.

The 11 revised full papers presented together with 8 poster papers were carefully reviewed and selected from 36 submissions. The wide range of topics in this volume reflects the current state of research in the field. Thus, we see topics and applications including analysis of feature importance for metabolomics, semantic methods, evolution of boolean networks, generation of redundant features, ensembles of GP models, automatic design of grammatical representations, GP and neuroevolution, visual reinforcement learning, evolution of deep neural networks, evolution of graphs, and scheduling in heterogeneous networks.

Keywords

artificial intelligence evolutionary algorithms evolutionary computation evolvable hardware games genetic improvement genetic programming genetic algorithms machine learning mathematical programming multi-objective optimization neural networks operations research program semantics problem solving regression search and optimization self-adaptation semantics software engineering

Editors and affiliations

  • Mauro Castelli
    • 1
  • Lukas Sekanina
    • 2
  • Mengjie Zhang
    • 3
  • Stefano Cagnoni
    • 4
  • Pablo García-Sánchez
    • 5
  1. 1.Universidade Nova de LisboaLisbonPortugal
  2. 2.Brno University of TechnologyBrnoCzech Republic
  3. 3.Victoria University of WellingtonWellingtonNew Zealand
  4. 4.University of ParmaParmaItaly
  5. 5.University of CádizCádizSpain

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-77553-1
  • Copyright Information Springer International Publishing AG, part of Springer Nature 2018
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-77552-4
  • Online ISBN 978-3-319-77553-1
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site
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