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Description
  • Článek uvádí adaptivní stochastický algoritmus pro globální optimalizaci. Algoritmus je založený na soutěži heuristik lokálního vyhledávání. Algoritmus byl aplikován v odhadu parametrů nelineárních regresních modelů. Spolehlivost nalezení správného odhadu je daleko vyšší než u standardně užívaných algoritmů. (cs)
  • This paper describes an adaptive stochastic algorithm for the global optimization. The algorithm is based on the competition of heuristics for local search. The experimental results obtained when applying the algorithm to the estimation of nonlinear-regression parameters of NIST tasks are presented and compared with the results of other algorithms. The proposed algorithm proved to be more reliable at an acceptable time consumption.
  • This paper describes an adaptive stochastic algorithm for the global optimization. The algorithm is based on the competition of heuristics for local search. The experimental results obtained when applying the algorithm to the estimation of nonlinear-regression parameters of NIST tasks are presented and compared with the results of other algorithms. The proposed algorithm proved to be more reliable at an acceptable time consumption. (en)
Title
  • Adaptive Population-Based Algorithm for Global Optimization
  • Adaptive Population-Based Algorithm for Global Optimization (en)
  • Adaptivní stochastický algoritmus pro globální optimalizaci (cs)
skos:prefLabel
  • Adaptive Population-Based Algorithm for Global Optimization
  • Adaptive Population-Based Algorithm for Global Optimization (en)
  • Adaptivní stochastický algoritmus pro globální optimalizaci (cs)
skos:notation
  • RIV/61988987:17610/06:A0900QE8!RIV09-MSM-17610___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(GA201/05/0284), P(GA201/06/0612), S, Z(MSM6198898701)
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
  • 464140
http://linked.open...ai/riv/idVysledku
  • RIV/61988987:17610/06:A0900QE8
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • global optimization; stochastic algorithms; nonlinear regression (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [1A48994EA0C5]
http://linked.open...v/mistoKonaniAkce
  • Rome
http://linked.open...i/riv/mistoVydani
  • Heidelberg
http://linked.open...i/riv/nazevZdroje
  • Proc. of COMPSTAT2006
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
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
  • 3-7908-1708-2
http://localhost/t...ganizacniJednotka
  • 17610
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