Detail publikace

21st European Conference on Genetic Programming

CASTELLI, M. SEKANINA, L. ZHANG, M. CAGNONI, S. GARCÍA-SÁNCHEZ, P.

Originální název

21st European Conference on Genetic Programming

Typ

konferenční sborník (ne článek)

Jazyk

angličtina

Originální abstrakt

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.

Klíčová slova

evolutionary computation, genetic programming, applications

Autoři

CASTELLI, M.; SEKANINA, L.; ZHANG, M.; CAGNONI, S.; GARCÍA-SÁNCHEZ, P.

Vydáno

11. 4. 2018

Nakladatel

Springer International Publishing

Místo

Berlin

ISBN

978-3-319-77552-4

Edice

Lecture Notes in Computer Science

Strany počet

323

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"
}