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  • The paper presents a new class of evolutionary algorithms based on the competition of different heuristics. The algorithm was applied to solving some optimization problems of computational statistics, namely to estimating the parameters of non-l inear regression models, constrained M-estimates and optimizing the smoothing constants in the Winters exponential smoothing. The results showed that the evolutionary algorithm with competing heuristics can be successfully used in solving some glob al optimization problems of computational statistics.
  • The paper presents a new class of evolutionary algorithms based on the competition of different heuristics. The algorithm was applied to solving some optimization problems of computational statistics, namely to estimating the parameters of non-l inear regression models, constrained M-estimates and optimizing the smoothing constants in the Winters exponential smoothing. The results showed that the evolutionary algorithm with competing heuristics can be successfully used in solving some glob al optimization problems of computational statistics. (en)
Title
  • Evolutionary Algorithms with Competing Heuristics in Computational Statistics
  • Evolutionary Algorithms with Competing Heuristics in Computational Statistics (en)
skos:prefLabel
  • Evolutionary Algorithms with Competing Heuristics in Computational Statistics
  • Evolutionary Algorithms with Competing Heuristics in Computational Statistics (en)
skos:notation
  • RIV/61988987:17310/02:00000022!RIV/2003/GA0/173103/N
http://linked.open.../vavai/riv/strany
  • 349-354
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(GA402/00/1165), Z(MSM 179000002)
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
  • 645544
http://linked.open...ai/riv/idVysledku
  • RIV/61988987:17310/02:00000022
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • Evolutionary algorithms; heuristics; global optimization; nonlinear regression; robust estimates; time series analysis (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [FC7810D0F696]
http://linked.open...v/mistoKonaniAkce
  • Berlin
http://linked.open...i/riv/mistoVydani
  • Heildelberg
http://linked.open...i/riv/nazevZdroje
  • COMPSTAT 2002, Proceedings in Computatonal Statistics, ed. by W. Haerdle and B. Roenz
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...vavai/riv/projekt
http://linked.open...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Mišík, Ladislav
  • Tvrdík, Josef
  • Křivý, Ivan
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
  • Physica Verlag
https://schema.org/isbn
  • 3-7908-1517-9
http://localhost/t...ganizacniJednotka
  • 17310
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