Stochastic Approximation and Recursive Algorithms and Applications

Stochastic Approximation and Recursive Algorithms and Applications
Author: Harold Kushner
Publisher: Springer Science & Business Media
Total Pages: 512
Release: 2003-07-17
Genre: Mathematics
ISBN: 9780387008943
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This book presents a thorough development of the modern theory of stochastic approximation or recursive stochastic algorithms for both constrained and unconstrained problems. This second edition is a thorough revision, although the main features and structure remain unchanged. It contains many additional applications and results as well as more detailed discussion.


Stochastic Approximation and Recursive Algorithms and Applications
Language: en
Pages: 485

Stochastic Approximation and Recursive Algorithms and Applications

Authors: Harold Kushner
Categories: Mathematics
Type: BOOK - Published: 2006-05-04 - Publisher: Springer Science & Business Media

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This book presents a thorough development of the modern theory of stochastic approximation or recursive stochastic algorithms for both constrained and unconstra
Stochastic Approximation and Recursive Algorithms and Applications
Language: en
Pages: 440

Stochastic Approximation and Recursive Algorithms and Applications

Authors: Harold Kushner
Categories:
Type: BOOK - Published: 2014-01-15 - Publisher:

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Stochastic Recursive Algorithms for Optimization
Language: en
Pages: 310

Stochastic Recursive Algorithms for Optimization

Authors: S. Bhatnagar
Categories: Technology & Engineering
Type: BOOK - Published: 2012-08-11 - Publisher: Springer

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Stochastic Recursive Algorithms for Optimization presents algorithms for constrained and unconstrained optimization and for reinforcement learning. Efficient pe
Stochastic Approximation Algorithms and Applications
Language: en
Pages: 417

Stochastic Approximation Algorithms and Applications

Authors:
Categories: Stochastic approximation
Type: BOOK - Published: 1997 - Publisher:

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There is a thorough treatment of rate of convergence, iterate averaging, high-dimensional problems, ergodic cost problems, stability methods for correlated nois
Approximation and Weak Convergence Methods for Random Processes, with Applications to Stochastic Systems Theory
Language: en
Pages: 296

Approximation and Weak Convergence Methods for Random Processes, with Applications to Stochastic Systems Theory

Authors: Harold Joseph Kushner
Categories: Computers
Type: BOOK - Published: 1984 - Publisher: MIT Press

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Control and communications engineers, physicists, and probability theorists, among others, will find this book unique. It contains a detailed development of app