Theoretical Computer Science and General Issues
cover

Genetic Programming

24th European Conference, EuroGP 2021, Held as Part of EvoStar 2021, Virtual Event, April 7–9, 2021, Proceedings

Editors: Hu, Ting, Lourenço, Nuno, Medvet, Eric (Eds.)

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  • ISBN 978-3-030-72812-0
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Softcover 60,31 €
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About this book

This book constitutes the refereed proceedings of the 24th European Conference on Genetic Programming, EuroGP 2021, held as part of Evo*2021, as Virtual Event, in April 2021, co-located with the Evo*2021 events, EvoCOP, EvoMUSART, and EvoApplications. The 11 revised full papers and 6 short papers presented in this book were carefully reviewed and selected from 27 submissions. The wide range of topics in this volume reflects the current state of research in the field. The collection of papers cover interesting topics including developing new operators for variants of GP algorithms, as well as exploring GP applications to the optimisation of machine learning methods and the evolution of complex combinational logic circuits.

Table of contents (17 chapters)

Table of contents (17 chapters)
  • Quality Diversity Genetic Programming for Learning Decision Tree Ensembles

    Pages 3-18

    Boisvert, Stephen (et al.)

  • Progressive Insular Cooperative GP

    Pages 19-35

    Brotto Rebuli, Karina (et al.)

  • Regenerating Soft Robots Through Neural Cellular Automata

    Pages 36-50

    Horibe, Kazuya (et al.)

  • Inclusive Genetic Programming

    Pages 51-65

    Marchetti, Francesco (et al.)

  • Towards Incorporating Human Knowledge in Fuzzy Pattern Tree Evolution

    Pages 66-81

    Murphy, Aidan (et al.)

Buy this book

eBook 48,14 €
price for Spain (gross)
  • ISBN 978-3-030-72812-0
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover 60,31 €
price for Spain (gross)
  • ISBN 978-3-030-72811-3
  • Free shipping for individuals worldwide
  • Institutional customers should get in touch with their account manager
  • Covid-19 shipping restrictions
  • Usually ready to be dispatched within 3 to 5 business days, if in stock
  • The final prices may differ from the prices shown due to specifics of VAT rules
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Bibliographic Information

Bibliographic Information
Book Title
Genetic Programming
Book Subtitle
24th European Conference, EuroGP 2021, Held as Part of EvoStar 2021, Virtual Event, April 7–9, 2021, Proceedings
Editors
  • Ting Hu
  • Nuno Lourenço
  • Eric Medvet
Series Title
Theoretical Computer Science and General Issues
Series Volume
12691
Copyright
2021
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-72812-0
DOI
10.1007/978-3-030-72812-0
Softcover ISBN
978-3-030-72811-3
Edition Number
1
Number of Pages
X, 281
Number of Illustrations
31 b/w illustrations, 75 illustrations in colour
Topics