Theoretical Computer Science and General Issues

Genetic Programming

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

Editors: McDermott, J., Castelli, M., Sekanina, L., Wolf, I., García-Sánchez, P. (Eds.)

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eBook £34.99
price for United Kingdom (gross)
valid through November 5, 2017
  • ISBN 978-3-319-55696-3
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  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover £43.99
price for United Kingdom (gross)
valid through November 5, 2017
  • ISBN 978-3-319-55695-6
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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.

Table of contents (5 chapters)

  • Emergent Tangled Graph Representations for Atari Game Playing Agents

    Kelly, Stephen (et al.)

    Pages 64-79

  • Synthesis of Mathematical Programming Constraints with Genetic Programming

    Pawlak, Tomasz P. (et al.)

    Pages 178-193

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

    Chen, Qi (et al.)

    Pages 229-245

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

    Sá, Alex G. C. (et al.)

    Pages 246-261

  • A New Subgraph Crossover for Cartesian Genetic Programming

    Kalkreuth, Roman (et al.)

    Pages 294-310

Buy this book

eBook £34.99
price for United Kingdom (gross)
valid through November 5, 2017
  • ISBN 978-3-319-55696-3
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover £43.99
price for United Kingdom (gross)
valid through November 5, 2017
  • ISBN 978-3-319-55695-6
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Genetic Programming
Book Subtitle
20th European Conference, EuroGP 2017, Amsterdam, The Netherlands, April 19-21, 2017, Proceedings
Editors
  • James McDermott
  • Mauro Castelli
  • Lukas Sekanina
  • Ina Wolf
  • Pablo García-Sánchez
Series Title
Theoretical Computer Science and General Issues
Series Volume
10196
Copyright
2017
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing AG
eBook ISBN
978-3-319-55696-3
DOI
10.1007/978-3-319-55696-3
Softcover ISBN
978-3-319-55695-6
Edition Number
1
Number of Pages
XII, 359
Number of Illustrations and Tables
116 b/w illustrations
Topics