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Volume 12, Issue 1
Stochastic Approximation in Real Time: A Pipe Line Approach

Yun-Min Zhu & Gang Yin

J. Comp. Math., 12 (1994), pp. 21-30.

Published online: 1994-12

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  • Abstract

A new approach for stochastic approximation in real time is developed. A number of processors are simultaneously active to carry out a computing task. All processors work on the same system with different starting time. After each iteration, computed date are passed to the next processor on line. Interacting tasks and iterative instructions are carried through pipelining of computation and communication. Asymptotic properties of the algorithm are developed, and comparisons of the performance between the new algorithm and the classical one are made.

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@Article{JCM-12-21, author = {Zhu , Yun-Min and Yin , Gang}, title = {Stochastic Approximation in Real Time: A Pipe Line Approach}, journal = {Journal of Computational Mathematics}, year = {1994}, volume = {12}, number = {1}, pages = {21--30}, abstract = {

A new approach for stochastic approximation in real time is developed. A number of processors are simultaneously active to carry out a computing task. All processors work on the same system with different starting time. After each iteration, computed date are passed to the next processor on line. Interacting tasks and iterative instructions are carried through pipelining of computation and communication. Asymptotic properties of the algorithm are developed, and comparisons of the performance between the new algorithm and the classical one are made.

}, issn = {1991-7139}, doi = {https://doi.org/}, url = {http://global-sci.org/intro/article_detail/jcm/10222.html} }
TY - JOUR T1 - Stochastic Approximation in Real Time: A Pipe Line Approach AU - Zhu , Yun-Min AU - Yin , Gang JO - Journal of Computational Mathematics VL - 1 SP - 21 EP - 30 PY - 1994 DA - 1994/12 SN - 12 DO - http://doi.org/ UR - https://global-sci.org/intro/article_detail/jcm/10222.html KW - AB -

A new approach for stochastic approximation in real time is developed. A number of processors are simultaneously active to carry out a computing task. All processors work on the same system with different starting time. After each iteration, computed date are passed to the next processor on line. Interacting tasks and iterative instructions are carried through pipelining of computation and communication. Asymptotic properties of the algorithm are developed, and comparisons of the performance between the new algorithm and the classical one are made.

Yun-Min Zhu & Gang Yin. (1970). Stochastic Approximation in Real Time: A Pipe Line Approach. Journal of Computational Mathematics. 12 (1). 21-30. doi:
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