Theoretical Computer Science and General Issues

Genetic Programming

17th European Conference, EuroGP 2014, Granada, Spain, April 23-25, 2014, Revised Selected Papers

Editors: Nicolau, M., Krawiec, K., Heywood, M.I., Castelli, M., García-Sánchez, P., Merelo, J.J., Rivas Santos, V.M., Sim, K. (Eds.)

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eBook $54.99
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  • ISBN 978-3-662-44303-3
  • Digitally watermarked, DRM-free
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  • Immediate eBook download after purchase
Softcover $72.00
price for USA
  • ISBN 978-3-662-44302-6
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About this book

The book constitutes the refereed proceedings of the 17th European Conference on Genetic Programming, Euro GP 2014, held in Grenada, Spain, in April 2014 co-located with the Evo*2014 events, Evo BIO, Evo COP, Evo MUSART and Evo Applications.

The 15 revised full papers presented together with 5 poster papers were carefully reviewed and selected form 40 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 search-based software engineering, image analysis, dynamical systems, evolutionary robotics and operational research to the foundations of search as characterized through semantic variation operators.

Table of contents (20 chapters)

  • Higher Order Functions for Kernel Regression

    Agapitos, Alexandros (et al.)

    Pages 1-12

  • Flash: A GP-GPU Ensemble Learning System for Handling Large Datasets

    Arnaldo, Ignacio (et al.)

    Pages 13-24

  • Learning Dynamical Systems Using Standard Symbolic Regression

    Gaucel, Sébastien (et al.)

    Pages 25-36

  • Semantic Crossover Based on the Partial Derivative Error

    Graff, Mario (et al.)

    Pages 37-47

  • A Multi-dimensional Genetic Programming Approach for Multi-class Classification Problems

    Ingalalli, Vijay (et al.)

    Pages 48-60

Buy this book

eBook $54.99
price for USA (gross)
  • ISBN 978-3-662-44303-3
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $72.00
price for USA
  • ISBN 978-3-662-44302-6
  • 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
17th European Conference, EuroGP 2014, Granada, Spain, April 23-25, 2014, Revised Selected Papers
Editors
  • Miguel Nicolau
  • Krzysztof Krawiec
  • Malcolm I. Heywood
  • Mauro Castelli
  • Pablo García-Sánchez
  • Juan J. Merelo
  • Victor Manuel Rivas Santos
  • Kevin Sim
Series Title
Theoretical Computer Science and General Issues
Series Volume
8599
Copyright
2014
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-662-44303-3
DOI
10.1007/978-3-662-44303-3
Softcover ISBN
978-3-662-44302-6
Edition Number
1
Number of Pages
XII, 247
Number of Illustrations and Tables
78 b/w illustrations
Topics