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Stochastic approximation

Known as: Robbins-Monro procedure, Kiefer-Wolfowitz algorithm, Kiefer-Wolfowitz process 
Stochastic approximation methods are a family of iterative stochastic optimization algorithms that attempt to find zeroes or extrema of functions… 
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Related topics

Related topics

9 relations
AlgorithmControl theoryList of numerical analysis topicsOptimal design

Broader (1)

Stochastic optimization

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
2020
2020
Promoting training of multi agent systems
. The problem of incentive training of multi-agent systems in the game formulation for collective decision making under… 
2011
2011
Regularized Iterative Stochastic Approximation Methods for Variational Inequality Problems
We consider a Cartesian stochastic variational inequality problem with a monotone map. For this problem, we develop and analyze… 
Review
2004
Review
2004
Book review
approximation 
2004
2004
Spaltgeburtenrate in Bayern vor und nach dem Reaktorunfall in Tschernobyl
Lippen-Kiefer-Gaumen-Spalten (LKGS) gehören mit 1 bis 2 Fällen unter 1000 Lebendgeburten zu den häufigsten angeborenen Anomalien… 
2003
2003
Morphology and mitochondrial DNA sequences show that Plecotus alpinus Kiefer & Veith, 2002 and Plecotus microdontus Spitzenberger, 2002 are synonyms of Plecotus macrobullaris Kuzjakin, 1965
Genetic and morphological analyses of long-eared bats from Northern Ossetia and other Caucasian localities revealed that the… 
1996
1996
Robust learning algorithms for nonlinear filtering
A nonlinear adaptive filter for use in steel mill applications is described. This filter takes the form of a generalised… 
1991
1991
A projected stochastic approximation algorithm
  • S. Andradóttir
  • Winter simulation conference : proceedings
  • 1991
  • Corpus ID: 9419317
It is noted that classical stochastic approximation algorithms often diverge because of boundedness problems. The standard… 
1981
1981
Stochastic approximation with correlated data
New almost sure convergence results for a special form of the multidimensional Robbins-Monro stochastic approximation procedure… 
1977
1977
On bootstrap identification using stochastic approximation
A two-stage state and parameter estimation algorithm for linear systems has been developed. Stage 1 uses a stochastic… 
1977
1977
Über die exogenen Einwirkungen in der Ätiologie der Zahn-Kiefer-Deformierungen bei Schülern
ZusammenfassungEs wird die Rolle der exogenen Einwirkungen bei der Entstehung der Zahn-Kiefer-Deformierungen (Z.K.D.) durch… 
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