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Theoretical Computer Science and General Issues

Genetic Programming

22nd European Conference, EuroGP 2019, Held as Part of EvoStar 2019, Leipzig, Germany, April 24–26, 2019, Proceedings

Editors: Sekanina, L., Hu, T., Lourenço, N., Richter, H., García-Sánchez, P. (Eds.)

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  • ISBN 978-3-030-16670-0
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About this book

This book constitutes the refereed proceedings of the 22nd European Conference on Genetic Programming, EuroGP 2019, held as part of Evo* 2019, in Leipzig, Germany, in April 2019, co-located with the Evo* events EvoCOP, EvoMUSART, and EvoApplications.

The 12 revised full papers and 6 short papers presented in this volume were carefully reviewed and selected from 36 submissions. They cover a wide range of topics and reflect the current state of research in the field. With a special focus on real-world applications in 2019, the papers are devoted to topics such as the test data design in software engineering, fault detection and classification of induction motors, digital circuit design, mosquito abundance prediction, machine learning and cryptographic function design.

 


Table of contents (18 chapters)

Table of contents (18 chapters)
  • Ariadne: Evolving Test Data Using Grammatical Evolution

    Pages 3-18

    Anjum, Muhammad Sheraz (et al.)

  • Quantum Program Synthesis: Swarm Algorithms and Benchmarks

    Pages 19-34

    Atkinson, Timothy (et al.)

  • A Genetic Programming Approach to Predict Mosquitoes Abundance

    Pages 35-48

    Gervasi, Riccardo (et al.)

  • Complex Network Analysis of a Genetic Programming Phenotype Network

    Pages 49-63

    Hu, Ting (et al.)

  • Improving Genetic Programming with Novel Exploration - Exploitation Control

    Pages 64-80

    Kelly, Jonathan (et al.)

Buy this book

eBook $54.99
price for USA in USD (gross)
  • ISBN 978-3-030-16670-0
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $69.99
price for USA in USD
  • ISBN 978-3-030-16669-4
  • 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
22nd European Conference, EuroGP 2019, Held as Part of EvoStar 2019, Leipzig, Germany, April 24–26, 2019, Proceedings
Editors
  • Lukas Sekanina
  • Ting Hu
  • Nuno Lourenço
  • Hendrik Richter
  • Pablo García-Sánchez
Series Title
Theoretical Computer Science and General Issues
Series Volume
11451
Copyright
2019
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-16670-0
DOI
10.1007/978-3-030-16670-0
Softcover ISBN
978-3-030-16669-4
Edition Number
1
Number of Pages
XII, 295
Number of Illustrations
79 b/w illustrations, 51 illustrations in colour
Topics