Volume 3, Issue 3
2D Random Approximation Method

Changan Liu & Miao Ouyang

J. Nonl. Mod. Anal., 3 (2021), pp. 431-446.

Published online: 2022-06

[An open-access article; the PDF is free to any online user.]

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  • Abstract

H. Robbins and S. Monro studied the stochastic approximations of one-dimensional system. In this paper, we present the stochastic approximation method of 2D system.

  • AMS Subject Headings

62L20, 60B10

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COPYRIGHT: © Global Science Press

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@Article{JNMA-3-431, author = {Liu , Changan and Ouyang , Miao}, title = {2D Random Approximation Method}, journal = {Journal of Nonlinear Modeling and Analysis}, year = {2022}, volume = {3}, number = {3}, pages = {431--446}, abstract = {

H. Robbins and S. Monro studied the stochastic approximations of one-dimensional system. In this paper, we present the stochastic approximation method of 2D system.

}, issn = {2562-2862}, doi = {https://doi.org/10.12150/jnma.2021.431}, url = {http://global-sci.org/intro/article_detail/jnma/20673.html} }
TY - JOUR T1 - 2D Random Approximation Method AU - Liu , Changan AU - Ouyang , Miao JO - Journal of Nonlinear Modeling and Analysis VL - 3 SP - 431 EP - 446 PY - 2022 DA - 2022/06 SN - 3 DO - http://doi.org/10.12150/jnma.2021.431 UR - https://global-sci.org/intro/article_detail/jnma/20673.html KW - 2D systems, Stochastic approximation, Mathematical expectation, Convergence. AB -

H. Robbins and S. Monro studied the stochastic approximations of one-dimensional system. In this paper, we present the stochastic approximation method of 2D system.

Changan Liu & Miao Ouyang. (2022). 2D Random Approximation Method. Journal of Nonlinear Modeling and Analysis. 3 (3). 431-446. doi:10.12150/jnma.2021.431
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