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Description
  • In recent few years expressive progress in the theory and practice of Estimation of Distribution Algorithms (EDA) [1] has appeared, where the classical genetic recombination operators are replaced by probability estimation and stochastic sampling techniques. In this paper we identify some disadvantages of present probabilistic models used in EDAs and propose more general and efficient model for continuous optimization problems based on the decision trees. The new variant of EDA is capable to solve mixedd continuous-discrete optimization problems.
  • In recent few years expressive progress in the theory and practice of Estimation of Distribution Algorithms (EDA) [1] has appeared, where the classical genetic recombination operators are replaced by probability estimation and stochastic sampling techniques. In this paper we identify some disadvantages of present probabilistic models used in EDAs and propose more general and efficient model for continuous optimization problems based on the decision trees. The new variant of EDA is capable to solve mixedd continuous-discrete optimization problems. (en)
Title
  • Estimation Distribution Algorithm for mixed continuous-discrete optimization problems
  • Estimation Distribution Algorithm for mixed continuous-discrete optimization problems (en)
skos:prefLabel
  • Estimation Distribution Algorithm for mixed continuous-discrete optimization problems
  • Estimation Distribution Algorithm for mixed continuous-discrete optimization problems (en)
skos:notation
  • RIV/00216305:26230/02:PU36221!RIV/2003/MSM/262303/N
http://linked.open.../vavai/riv/strany
  • 227-232
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • Z(MSM 262200012)
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
http://linked.open.../riv/druhVysledku
http://linked.open...iv/duvernostUdaju
http://linked.open...titaPredkladatele
http://linked.open...dnocenehoVysledku
  • 645284
http://linked.open...ai/riv/idVysledku
  • RIV/00216305:26230/02:PU36221
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • Estimation Distribution Algorithm, Bayesian Optimization Algorithm, Bayesian network, Gaussian network, decision tree, CART model (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [7F2A1D9CEDD0]
http://linked.open...v/mistoKonaniAkce
  • Kosice
http://linked.open...i/riv/mistoVydani
  • Kosice
http://linked.open...i/riv/nazevZdroje
  • Proceedings of the 2nd Euro-International Symposium on Computational Intelligence
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...ocetUcastnikuAkce
http://linked.open...nichUcastnikuAkce
http://linked.open...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Schwarz, Josef
  • Očenášek, Jiří
http://linked.open...vavai/riv/typAkce
http://linked.open.../riv/zahajeniAkce
http://linked.open...n/vavai/riv/zamer
number of pages
http://purl.org/ne...btex#hasPublisher
  • IOS Press
https://schema.org/isbn
  • 1-58603-256-9
http://localhost/t...ganizacniJednotka
  • 26230
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