Stochastic Recursive Algorithms for Optimization - Lecture Notes in Control and Information Sciences
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9781447142843, 9781447142850

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Stochastic Approximation Algorithms

Stochastic Recursive Algorithms for Optimization - Lecture Notes in Control and Information Sciences ◽

10.1007/978-1-4471-4285-0_3 ◽

2013 ◽

pp. 17-28 ◽

Author(s):

S. Bhatnagar ◽

H. Prasad ◽

L. Prashanth

Keyword(s):

Approximation Algorithms ◽

Stochastic Approximation

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Newton-Based Smoothed Functional Algorithms

Stochastic Recursive Algorithms for Optimization - Lecture Notes in Control and Information Sciences ◽

10.1007/978-1-4471-4285-0_8 ◽

2013 ◽

pp. 133-148

Author(s):

S. Bhatnagar ◽

H. Prasad ◽

L. Prashanth

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Deterministic Algorithms for Local Search

Stochastic Recursive Algorithms for Optimization - Lecture Notes in Control and Information Sciences ◽

10.1007/978-1-4471-4285-0_2 ◽

2013 ◽

pp. 13-15

Author(s):

S. Bhatnagar ◽

H. Prasad ◽

L. Prashanth

Keyword(s):

Local Search ◽

Deterministic Algorithms

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Gradient Schemes with Simultaneous Perturbation Stochastic Approximation

Stochastic Recursive Algorithms for Optimization - Lecture Notes in Control and Information Sciences ◽

10.1007/978-1-4471-4285-0_5 ◽

2013 ◽

pp. 41-76

Author(s):

S. Bhatnagar ◽

H. Prasad ◽

L. Prashanth

Keyword(s):

Stochastic Approximation ◽

Simultaneous Perturbation Stochastic Approximation

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Reinforcement Learning

Stochastic Recursive Algorithms for Optimization - Lecture Notes in Control and Information Sciences ◽

10.1007/978-1-4471-4285-0_11 ◽

2013 ◽

pp. 187-220 ◽

Author(s):

S. Bhatnagar ◽

H. Prasad ◽

L. Prashanth

Keyword(s):

Reinforcement Learning

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Smoothed Functional Gradient Schemes

Stochastic Recursive Algorithms for Optimization - Lecture Notes in Control and Information Sciences ◽

10.1007/978-1-4471-4285-0_6 ◽

2013 ◽

pp. 77-102

Author(s):

S. Bhatnagar ◽

H. Prasad ◽

L. Prashanth

Keyword(s):

Functional Gradient

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Road Traffic Control

Stochastic Recursive Algorithms for Optimization - Lecture Notes in Control and Information Sciences ◽

10.1007/978-1-4471-4285-0_13 ◽

2013 ◽

pp. 243-255

Author(s):

S. Bhatnagar ◽

H. Prasad ◽

L. Prashanth

Keyword(s):

Traffic Control ◽

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Communication Networks

Stochastic Recursive Algorithms for Optimization - Lecture Notes in Control and Information Sciences ◽

10.1007/978-1-4471-4285-0_14 ◽

2013 ◽

pp. 257-280

Author(s):

S. Bhatnagar ◽

H. Prasad ◽

L. Prashanth

Keyword(s):

Communication Networks

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Newton-Based Simultaneous Perturbation Stochastic Approximation

Stochastic Recursive Algorithms for Optimization - Lecture Notes in Control and Information Sciences ◽

10.1007/978-1-4471-4285-0_7 ◽

2013 ◽

pp. 105-131

Author(s):

S. Bhatnagar ◽

H. Prasad ◽

L. Prashanth

Keyword(s):

Stochastic Approximation ◽

Simultaneous Perturbation Stochastic Approximation

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Algorithms for Constrained Optimization

Stochastic Recursive Algorithms for Optimization - Lecture Notes in Control and Information Sciences ◽

10.1007/978-1-4471-4285-0_10 ◽

2013 ◽

pp. 167-186 ◽

Author(s):

S. Bhatnagar ◽

H. Prasad ◽

L. Prashanth

Keyword(s):

Constrained Optimization

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