Skip to main content
SpringerLink
Log in

Genetic Programming

20th European Conference, EuroGP 2017, Amsterdam, The Netherlands, April 19-21, 2017, Proceedings

  • Conference proceedings
  • © 2017

Overview

Editors:
  1. James McDermott

    1. University College Dublin , Dublin, Ireland

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  2. Mauro Castelli

    1. Universidade Nova de Lisboa , Lisbon, Portugal

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  3. Lukas Sekanina

    1. Brno University of Technology , Brno, Czech Republic

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  4. Evert Haasdijk

    1. Vrije Universiteit Amsterdam , Amsterdam, The Netherlands

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  5. Pablo García-Sánchez

    1. University of Cádiz , Cádiz, Spain

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 10196)

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

Included in the following conference series:

Conference proceedings info: EuroGP 2017.

This is a preview of subscription content, log in via an institution to check access.

Access this book

Log in via an institution
eBook USD 39.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access

Licence this eBook for your library

Institutional subscriptions

Table of contents (22 papers)

  1. Front Matter

    Pages I-XII
    Download chapter PDF

  2. Oral Presentations

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Evolutionary Program Sketching

      • Iwo Błądek, Krzysztof Krawiec
      Pages 3-18

    3. Exploring Fitness and Edit Distance of Mutated Python Programs

      • Saemundur O. Haraldsson, John R. Woodward, Alexander E. I. Brownlee, David Cairns
      Pages 19-34

    4. Differentiable Genetic Programming

      • Dario Izzo, Francesco Biscani, Alessio Mereta
      Pages 35-51

    5. Evolving Game State Features from Raw Pixels

      • Baozhu Jia, Marc Ebner
      Pages 52-63

    6. Emergent Tangled Graph Representations for Atari Game Playing Agents

      • Stephen Kelly, Malcolm I. Heywood
      Pages 64-79

    7. A General Feature Engineering Wrapper for Machine Learning Using \(\epsilon \)-Lexicase Survival

      • William La Cava, Jason Moore
      Pages 80-95

    8. Visualising the Search Landscape of the Triangle Program

      • William B. Langdon, Nadarajen Veerapen, Gabriela Ochoa
      Pages 96-113

    9. RANSAC-GP: Dealing with Outliers in Symbolic Regression with Genetic Programming

      • Uriel López, Leonardo Trujillo, Yuliana Martinez, Pierrick Legrand, Enrique Naredo, Sara Silva
      Pages 114-130

    10. Symbolic Regression on Network Properties

      • Marcus Märtens, Fernando Kuipers, Piet Van Mieghem
      Pages 131-146

    11. Evolving Time-Invariant Dispatching Rules in Job Shop Scheduling with Genetic Programming

      • Yi Mei, Su Nguyen, Mengjie Zhang
      Pages 147-163

    12. Strategies for Improving the Distribution of Random Function Outputs in GSGP

      • Luiz Otavio V. B. Oliveira, Felipe Casadei, Gisele L. Pappa
      Pages 164-177

    13. Synthesis of Mathematical Programming Constraints with Genetic Programming

      • Tomasz P. Pawlak, Krzysztof Krawiec
      Pages 178-193

    14. Grammatical Evolution of Robust Controller Structures Using Wilson Scoring and Criticality Ranking

      • Elias Reichensdörfer, Dirk Odenthal, Dirk Wollherr
      Pages 194-209

    15. Using Feature Clustering for GP-Based Feature Construction on High-Dimensional Data

      • Binh Tran, Bing Xue, Mengjie Zhang
      Pages 210-226

  3. Posters

    1. Front Matter

      Pages 227-227
      Download chapter PDF

    2. Geometric Semantic Crossover with an Angle-Aware Mating Scheme in Genetic Programming for Symbolic Regression

      • Qi Chen, Bing Xue, Yi Mei, Mengjie Zhang
      Pages 229-245

    3. RECIPE: A Grammar-Based Framework for Automatically Evolving Classification Pipelines

      • Alex G. C. de Sá, Walter José G. S. Pinto, Luiz Otavio V. B. Oliveira, Gisele L. Pappa
      Pages 246-261

    4. A Grammar Design Pattern for Arbitrary Program Synthesis Problems in Genetic Programming

      • Stefan Forstenlechner, David Fagan, Miguel Nicolau, Michael O’Neill
      Pages 262-277
Back to top

Other volumes

  1. Genetic Programming

Keywords

About this book

This book constitutes the refereed proceedings of the 20th European Conference on Genetic Programming, EuroGP 2017, held in Amsterdam, The Netherlands, in April 2017, co-located with the Evo* 2017 events, EvoCOP,  EvoMUSART, and EvoApplications.

The 14 revised full papers presented together with 8 poster papers were carefully reviewed and selected from 32 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 program synthesis, genetic improvement, grammatical representations, self-adaptation, multi-objective optimisation, program semantics, search landscapes, mathematical programming, games, operations research, networks, evolvable hardware, and program synthesis benchmarks.


Editors and Affiliations

  • University College Dublin , Dublin, Ireland

    James McDermott

  • Universidade Nova de Lisboa , Lisbon, Portugal

    Mauro Castelli

  • Brno University of Technology , Brno, Czech Republic

    Lukas Sekanina

  • Vrije Universiteit Amsterdam , Amsterdam, The Netherlands

    Evert Haasdijk

  • University of Cádiz , Cádiz, Spain

    Pablo García-Sánchez

Bibliographic Information

Publish with us

Policies and ethics

Back to top

Search

Navigation