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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- 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)
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Ariadne: Evolving Test Data Using Grammatical Evolution
Pages 3-18
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Quantum Program Synthesis: Swarm Algorithms and Benchmarks
Pages 19-34
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A Genetic Programming Approach to Predict Mosquitoes Abundance
Pages 35-48
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Complex Network Analysis of a Genetic Programming Phenotype Network
Pages 49-63
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Improving Genetic Programming with Novel Exploration - Exploitation Control
Pages 64-80
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Table of contents (18 chapters)
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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
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- 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
