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Theoretical Computer Science and General Issues

Genetic Programming

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

Editors: Machado, P., Heywood, M.I., McDermott, J., Castelli, M., García-Sánchez, P., Burelli, P., Risi, S., Sim, K. (Eds.)

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  • ISBN 978-3-319-16501-1
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Softcover $72.00
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  • ISBN 978-3-319-16500-4
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About this book

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.

Table of contents (18 chapters)

  • The Effect of Distinct Geometric Semantic Crossover Operators in Regression Problems

    Albinati, Julio (et al.)

    Pages 3-15

  • Learning Text Patterns Using Separate-and-Conquer Genetic Programming

    Bartoli, Alberto (et al.)

    Pages 16-27

  • Improving Geometric Semantic Genetic Programming with Safe Tree Initialisation

    Dick, Grant

    Pages 28-40

  • On the Generalization Ability of Geometric Semantic Genetic Programming

    Gonçalves, Ivo (et al.)

    Pages 41-52

  • Automatic Derivation of Search Objectives for Test-Based Genetic Programming

    Krawiec, Krzysztof (et al.)

    Pages 53-65

Buy this book

eBook $54.99
price for USA (gross)
  • ISBN 978-3-319-16501-1
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $72.00
price for USA
  • ISBN 978-3-319-16500-4
  • 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
18th European Conference, EuroGP 2015, Copenhagen, Denmark, April 8-10, 2015, Proceedings
Editors
  • Penousal Machado
  • Malcolm I. Heywood
  • James McDermott
  • Mauro Castelli
  • Pablo García-Sánchez
  • Paolo Burelli
  • Sebastian Risi
  • Kevin Sim
Series Title
Theoretical Computer Science and General Issues
Series Volume
9025
Copyright
2015
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing Switzerland
eBook ISBN
978-3-319-16501-1
DOI
10.1007/978-3-319-16501-1
Softcover ISBN
978-3-319-16500-4
Edition Number
1
Number of Pages
XII, 231
Number of Illustrations and Tables
56 b/w illustrations
Topics