Theoretical Computer Science and General Issues

Genetic Programming

19th European Conference, EuroGP 2016, Porto, Portugal, March 30 - April 1, 2016, Proceedings

Editors: Heywood, M.I., McDermott, J., Castelli, M., Costa, E., Sim, K. (Eds.)

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  • ISBN 978-3-319-30668-1
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About this book

This book constitutes the refereed proceedings of the 19th European Conference on Genetic Programming, EuroGP 2016, held in Porto, Portugal, in March/April 2016 co-located with the Evo*2016 events: EvoCOP, EvoMUSART, and EvoApplications.

The 11 revised full papers presented together with 8 poster papers were carefully reviewed and selected from 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, metaheuristics, evolvability, and fitness predictors; and applications including image processing, one-class classification, SQL injection attacks, numerical modelling, streaming data classification, creation and optimisation of circuits, multi-class classification, scheduling in manufacturing and wireless networks.

Table of contents (19 chapters)

  • One-Class Classification for Anomaly Detection with Kernel Density Estimation and Genetic Programming

    Cao, Van Loi (et al.)

    Pages 3-18

  • Evolutionary Approximation of Edge Detection Circuits

    Dvoracek, Petr (et al.)

    Pages 19-34

  • On the Impact of Class Imbalance in GP Streaming Classification with Label Budgets

    Khanchi, Sara (et al.)

    Pages 35-50

  • Genetic Programming for Region Detection, Feature Extraction, Feature Construction and Classification in Image Data

    Lensen, Andrew (et al.)

    Pages 51-67

  • Surrogate Fitness via Factorization of Interaction Matrix

    Liskowski, Paweł (et al.)

    Pages 68-82

Buy this book

eBook $64.99
price for USA (gross)
  • ISBN 978-3-319-30668-1
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $82.00
price for USA
  • ISBN 978-3-319-30667-4
  • 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
19th European Conference, EuroGP 2016, Porto, Portugal, March 30 - April 1, 2016, Proceedings
Editors
  • Malcolm I. Heywood
  • James McDermott
  • Mauro Castelli
  • Ernesto Costa
  • Kevin Sim
Series Title
Theoretical Computer Science and General Issues
Series Volume
9594
Copyright
2016
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing Switzerland
eBook ISBN
978-3-319-30668-1
DOI
10.1007/978-3-319-30668-1
Softcover ISBN
978-3-319-30667-4
Edition Number
1
Number of Pages
XII, 311
Number of Illustrations and Tables
96 b/w illustrations
Topics