Overview
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 12101)
Part of the book sub series: Theoretical Computer Science and General Issues (LNTCS)
Included in the following conference series:
Conference proceedings info: EuroGP 2020.
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About this book
This book constitutes the refereed proceedings of the 23rd European Conference on Genetic Programming, EuroGP 2020, held as part of Evo*2020, in Seville, Spain, in April 2020, co-located with the Evo*2020 events EvoCOP, EvoMUSART and EvoApplications.
The 12 full papers and 6 short papers presented in this book were carefully reviewed and selected from 36 submissions. The papers cover a wide spectrum of topics, including designing GP algorithms for ensemble learning, comparing GP with popular machine learning algorithms, customising GP algorithms for more explainable AI applications to real-world problems.
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Keywords
- computer programming
- computer science
- computer systems
- correlation analysis
- distributed computer systems
- distributed systems
- education
- evolutionary algorithms
- functional programming
- generic programming
- genetic algorithms
- genetic programming
- haskell
- internet
- linguistics
- machine learning
- mathematics
- object-oriented programming
- parallel processing systems
- program compilers
Table of contents (18 papers)
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Front Matter
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Back Matter
Other volumes
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Genetic Programming
Editors and Affiliations
Bibliographic Information
Book Title: Genetic Programming
Book Subtitle: 23rd European Conference, EuroGP 2020, Held as Part of EvoStar 2020, Seville, Spain, April 15–17, 2020, Proceedings
Editors: Ting Hu, Nuno Lourenço, Eric Medvet, Federico Divina
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-030-44094-7
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer Nature Switzerland AG 2020
Softcover ISBN: 978-3-030-44093-0Published: 13 March 2020
eBook ISBN: 978-3-030-44094-7Published: 09 April 2020
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: X, 295
Number of Illustrations: 85 b/w illustrations, 72 illustrations in colour
Topics: Theory of Computation, Computer System Implementation, Special Purpose and Application-Based Systems, Computer Communication Networks, Artificial Intelligence, Computer Systems Organization and Communication Networks