Publication Details

21st European Conference on Genetic Programming

CASTELLI, M.; SEKANINA, L.; ZHANG, M.; CAGNONI, S.; GARCÍA-SÁNCHEZ, P. 21st European Conference on Genetic Programming. Lecture Notes in Computer Science. Berlin: Springer International Publishing, 2018. p. 0-0. ISBN: 978-3-319-77552-4.
Czech title
21. evropská konference o genetickém programování
Type
conference proceedings
Language
English
Authors
CASTELLI, M.
Sekanina Lukáš, prof. Ing., Ph.D. (DCSY)
ZHANG, M.
CAGNONI, S.
GARCÍA-SÁNCHEZ, P.
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
ISBN
978-3-319-77552-4
Publisher
Springer International Publishing
Place
Berlin
BibTeX
@proceedings{BUT155723,
  editor="CASTELLI, M. and SEKANINA, L. and ZHANG, M. and CAGNONI, S. and GARCÍA-SÁNCHEZ, P.",
  title="21st European Conference on Genetic Programming",
  year="2018",
  series="Lecture Notes in Computer Science",
  pages="323",
  publisher="Springer International Publishing",
  address="Berlin",
  isbn="978-3-319-77552-4"
}
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