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Description
  • This paper deals with the use of two stochastic algorithms (modified controlled random search and evolutionary search) in estimating the parameters of nonlinear regression models. The algorithms are experimentally tested on a set of the well-known tasks chosen insuch way that most classical techniques based on objective function derivatives fail while treating them. The basic features of the algorithms (rate of convergence and reliability) as wel as their applicability to nonlinear regression models are discussed in more detail
  • This paper deals with the use of two stochastic algorithms (modified controlled random search and evolutionary search) in estimating the parameters of nonlinear regression models. The algorithms are experimentally tested on a set of the well-known tasks chosen insuch way that most classical techniques based on objective function derivatives fail while treating them. The basic features of the algorithms (rate of convergence and reliability) as wel as their applicability to nonlinear regression models are discussed in more detail (en)
Title
  • Stochastic Algorithms in Nonlinear Regression
  • Stochastic Algorithms in Nonlinear Regression (en)
skos:prefLabel
  • Stochastic Algorithms in Nonlinear Regression
  • Stochastic Algorithms in Nonlinear Regression (en)
skos:notation
  • RIV/61988987:17310/00:00000034!RIV/2001/GA0/173101/N
http://linked.open.../vavai/riv/strany
  • 278
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(GA402/00/1165), Z(MSM 179000002)
http://linked.open...iv/cisloPeriodika
  • 3
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
  • Tvrdík, Josef
  • Krpec, Radek
  • Křivý, Ivan
http://linked.open.../riv/druhVysledku
http://linked.open...iv/duvernostUdaju
http://linked.open...titaPredkladatele
http://linked.open...dnocenehoVysledku
  • 727877
http://linked.open...ai/riv/idVysledku
  • RIV/61988987:17310/00:00000034
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • stochastic algorithms; nonlinear regression (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...odStatuVydavatele
  • CZ - Česká republika
http://linked.open...ontrolniKodProRIV
  • [CEFF6E93926D]
http://linked.open...i/riv/nazevZdroje
  • Computational Statistics & Data Analysis
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...v/svazekPeriodika
  • 33
http://linked.open...iv/tvurceVysledku
  • Tvrdík, Josef
  • Krpec, Radek
  • Křivý, Ivan
http://linked.open...n/vavai/riv/zamer
issn
  • 0167-9473
number of pages
http://localhost/t...ganizacniJednotka
  • 17310
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