Stochastic Approximation Algorithms and Applications
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Published By Springer New York

9781489926982, 9781489926968

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Mathematical Background

Stochastic Approximation Algorithms and Applications ◽

10.1007/978-1-4899-2696-8_4 ◽

1997 ◽

pp. 67-83

Author(s):

Harold J. Kushner ◽

G. George Yin

Keyword(s):

Mathematical Background

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Applications in Signal Processing and Adaptive Control

Stochastic Approximation Algorithms and Applications ◽

10.1007/978-1-4899-2696-8_3 ◽

1997 ◽

pp. 47-66

Author(s):

Harold J. Kushner ◽

G. George Yin

Keyword(s):

Signal Processing ◽

Adaptive Control

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Applications to Learning, State Dependent Noise, and Queueing

Stochastic Approximation Algorithms and Applications ◽

10.1007/978-1-4899-2696-8_2 ◽

1997 ◽

pp. 25-46

Author(s):

Harold J. Kushner ◽

G. George Yin

Keyword(s):

State Dependent

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Weak Convergence Methods for General Algorithms

Stochastic Approximation Algorithms and Applications ◽

10.1007/978-1-4899-2696-8_8 ◽

1997 ◽

pp. 213-250 ◽

Author(s):

Harold J. Kushner ◽

G. George Yin

Keyword(s):

Weak Convergence

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Convergence with Probability One: Correlated Noise

Stochastic Approximation Algorithms and Applications ◽

10.1007/978-1-4899-2696-8_6 ◽

1997 ◽

pp. 135-184

Author(s):

Harold J. Kushner ◽

G. George Yin

Keyword(s):

Correlated Noise ◽

Convergence With Probability One

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Averaging of the Iterates

Stochastic Approximation Algorithms and Applications ◽

10.1007/978-1-4899-2696-8_11 ◽

1997 ◽

pp. 327-346

Author(s):

Harold J. Kushner ◽

G. George Yin

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Convergence with Probability One: Martingale Difference Noise

Stochastic Approximation Algorithms and Applications ◽

10.1007/978-1-4899-2696-8_5 ◽

1997 ◽

pp. 85-133

Author(s):

Harold J. Kushner ◽

G. George Yin

Keyword(s):

Martingale Difference ◽

Convergence With Probability One

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Rate of Convergence

Stochastic Approximation Algorithms and Applications ◽

10.1007/978-1-4899-2696-8_10 ◽

1997 ◽

pp. 273-325

Author(s):

Harold J. Kushner ◽

G. George Yin

Keyword(s):

Rate Of Convergence

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Applications: Proofs of Convergence

Stochastic Approximation Algorithms and Applications ◽

10.1007/978-1-4899-2696-8_9 ◽

1997 ◽

pp. 251-272

Author(s):

Harold J. Kushner ◽

G. George Yin

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Weak Convergence: Introduction

Stochastic Approximation Algorithms and Applications ◽

10.1007/978-1-4899-2696-8_7 ◽

1997 ◽

pp. 185-212

Author(s):

Harold J. Kushner ◽

G. George Yin

Keyword(s):

Weak Convergence

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