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Convergence and convergence rate of iterative stochastic algorithms. II: The linear case

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Publication:754155
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zbMath0415.93062MaRDI QIDQ754155

Boris T. Polyak

Publication date: 1977

Published in: Automation and Remote Control (Search for Journal in Brave)


zbMATH Keywords

gradient methodquadratic functionLyapunov's second methoditerative stochastic algorithmssecond-order moments


Mathematics Subject Classification ID

Discrete-time control/observation systems (93C55) Lyapunov and other classical stabilities (Lagrange, Poisson, (L^p, l^p), etc.) in control theory (93D05) Methods of reduced gradient type (90C52)


Related Items (4)

Extremum seeking under stochastic noise and applications to mobile sensors ⋮ Nonlinear robustified stochastic consensus seeking ⋮ Stochastic approximation search algorithms with randomization at the input ⋮ Stability radii of discrete-time stochastic systems with respect to blockdiagonal perturbations







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