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Description
  • In this paper we discuss the problem of the selection of surrogate models for the use with evolutionary algorithms. We compare the types of models selected by two different model selectors and discuss how the models affect the performance of the evolutionary optimizer and how the types of selected models change during the run of the evolution.
  • In this paper we discuss the problem of the selection of surrogate models for the use with evolutionary algorithms. We compare the types of models selected by two different model selectors and discuss how the models affect the performance of the evolutionary optimizer and how the types of selected models change during the run of the evolution. (en)
Title
  • The Selection of Surrogate Models in Evolutionary Algorithms
  • The Selection of Surrogate Models in Evolutionary Algorithms (en)
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  • The Selection of Surrogate Models in Evolutionary Algorithms
  • The Selection of Surrogate Models in Evolutionary Algorithms (en)
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  • RIV/00216208:11320/12:10126830!RIV13-GA0-11320___
http://linked.open...avai/predkladatel
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(GD201/09/H057), S
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
http://linked.open.../riv/druhVysledku
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http://linked.open...dnocenehoVysledku
  • 167313
http://linked.open...ai/riv/idVysledku
  • RIV/00216208:11320/12:10126830
http://linked.open...riv/jazykVysledku
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  • meta-learning; multiobjective optimization; Evolutionary algorithms; Surrogate models (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [80154B2B6C98]
http://linked.open...v/mistoKonaniAkce
  • Jizerka, Česká republika
http://linked.open...i/riv/mistoVydani
  • Praha, Česká republika
http://linked.open...i/riv/nazevZdroje
  • Doktorandské dny '12
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
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http://linked.open...vavai/riv/projekt
http://linked.open...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Neruda, Roman
  • Pilát, Martin
http://linked.open...vavai/riv/typAkce
http://linked.open.../riv/zahajeniAkce
number of pages
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  • Matfyzpress
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  • 978-80-7378-217-7
http://localhost/t...ganizacniJednotka
  • 11320
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