A stochastic approximation method for noise-free optimization

2001 ◽  
Author(s):  
Laszlo Gerencser ◽  
Zsuzsanna Vago
Keyword(s):  
Stochastic Approximation ◽  
Approximation Method

scholarly journals A Stochastic Approximation Method

1951 ◽  
Vol 22 (3) ◽  
pp. 400-407 ◽  
Author(s):  
Herbert Robbins ◽  
Sutton Monro
Keyword(s):  
Stochastic Approximation ◽  
Approximation Method

scholarly journals Extensions of Kesten's Adaptive Stochastic Approximation Method

1973 ◽  
Vol 1 (5) ◽  
pp. 851-861 ◽  
Author(s):  
H. J. Kushner ◽  
T. Gavin
Keyword(s):  
Stochastic Approximation ◽  
Approximation Method

Experimental Estimation of Fluidization Parameters - A Stochastic Approximation Method Approach

2010 ◽  
Vol 8 (1) ◽  
Author(s):  
Bachtiyar M. Yakubov ◽  
Eduard Yakubov ◽  
Victor A. Gotlib
Keyword(s):  
Stochastic Approximation ◽  
Approximation Method ◽  
Solid Particles ◽  
Diffusion Type ◽  
Difference Form ◽  
The Difference ◽  
Process Observation ◽  
Fluidization Process ◽  
Estimation Parameters ◽  
Method Approach

The paper deals with the use of the stochastic approximation method for estimation parameters of the fluidization process and detecting a change of the process mode based on experimental photographs of local part. The fluidization process is treated as a process of diffusion type, described by the diffusive equation. Because the solid particles are essentially discrete ones and the moments of process observation are also discrete, the diffusive equation is treated in the difference form. The problem of modeling of the fluidized bed is reduced to the estimation of coefficients of difference equations system. The method of stochastic approximation is used for this estimation. The method allows identifying the regime of the fluidization process in its dynamics and estimating the parameters of the process. The approach and the estimating algorithm were verified using the especial experiments.

scholarly journals On a Stochastic Approximation Method

1954 ◽  
Vol 25 (3) ◽  
pp. 463-483 ◽  
Author(s):  
K. L. Chung
Keyword(s):  
Stochastic Approximation ◽  
Approximation Method
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