Faculty of Information Technology, BUT

Publication Details

21st European Conference on Genetic Programming

CASTELLI Mauro, SEKANINA Lukáš, ZHANG Mengjie, CAGNONI Stefano and GARCÍA-SÁNCHEZ Pablo, ed. 21st European Conference on Genetic Programming. Lecture Notes in Computer Science, vol. 10781. Berlin: Springer International Publishing, 2018. ISBN 978-3-319-77552-4.
Czech title
21. evropská konference o genetickém programování
Type
conference proceedings
Language
english
Authors
Castelli Mauro (UNL)
Sekanina Lukáš, prof. Ing., Ph.D. (DCSY FIT BUT)
Zhang Mengjie (VICW)
Cagnoni Stefano (UNIPR)
García-Sánchez Pablo (UCA)
Keywords
evolutionary computation, genetic programming, applications
Abstract
This book constitutes the refereed proceedings of the 21st European Conference on Genetic Programming, EuroGP 2018, held in Parma, Italy, in April 2018, co-located with the Evo* 2018 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 and applications including analysis of feature importance for metabolomics, semantic methods, evolution of boolean networks, generation of redundant features, ensembles of GP models, automatic design of grammatical representations, GP and neuroevolution, visual reinforcement learning, evolution of deep neural networks, evolution of graphs, and scheduling in heterogeneous networks.
Published
2018
Pages
323
Series
Lecture Notes in Computer Science
Volume
10781
Conference
21st European Conference on Genetic Programming, Parma, IT
ISBN
978-3-319-77552-4
Publisher
Springer International Publishing
Place
Berlin, DE
BibTeX
@PROCEEDINGS{FITPUB11704,
   editor = "Mauro Castelli and Luk\'{a}\v{s} Sekanina and Mengjie Zhang and Stefano Cagnoni and Pablo Garc\'{i}a-S\'{a}nchez",
   title = "21st European Conference on Genetic Programming",
   pages = 323,
   series = "Lecture Notes in Computer Science",
   volume = 10781,
   year = 2018,
   location = "Berlin, DE",
   publisher = "Springer International Publishing",
   ISBN = "978-3-319-77552-4",
   language = "english",
   url = "https://www.fit.vut.cz/research/publication/11704"
}
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