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120811s2013 xxk| s |||| 0|eng d |
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|a 9781447142850
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| 024 |
7 |
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|a 10.1007/978-1-4471-4285-0
|2 doi
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| 040 |
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|a Sistema de Bibliotecas del Tecnológico de Costa Rica
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| 100 |
1 |
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|a Bhatnagar, S.
|e author.
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| 245 |
1 |
0 |
|a Stochastic Recursive Algorithms for Optimization :
|b Simultaneous Perturbation Methods /
|c by S. Bhatnagar, H.L. Prasad, L.A. Prashanth.
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| 250 |
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|a 1st ed. 2013.
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| 260 |
# |
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|a London :
|b Springer London :
|b Imprint: Springer,
|c 2013.
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| 300 |
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|a XVIII, 302 p. 12 illus. :
|b online resource.
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| 336 |
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|a text
|b txt
|2 rdacontent
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| 337 |
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|a computer
|b c
|2 rdamedia
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| 338 |
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|a online resource
|b cr
|2 rdacarrier
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| 490 |
1 |
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|a Lecture Notes in Control and Information Sciences,
|v 434
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| 505 |
0 |
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|a Part I: Introduction to Stochastic Recursive Algorithms -- Introduction -- Deterministic Algorithms for Local Search -- Stochastic Approximation Algorithms -- Part II: Gradient Estimation Schemes -- Kiefer-Wolfowitz Algorithm -- Gradient Schemes with Simultaneous Perturbation Stochastic Approximation -- Smoothed Functional Gradient Schemes -- Part III: Hessian Estimation Schemes -- Hessian Estimation with Simultaneous Perturbation Stochasti Approximation -- Smoothed Functional Hessian Schemes -- Part IV: Variations to the Basic Scheme -- Discrete Optimization -- Algorithms for Contrained Optimization -- Reinforcement Learning -- Part V: Applications -- Service Systems -- Road Traffic Control -- Communication Networks.
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| 650 |
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|a Control engineering.
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| 650 |
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0 |
|a Calculus of variations.
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| 650 |
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0 |
|a System theory.
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| 650 |
1 |
4 |
|a Control and Systems Theory.
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| 650 |
2 |
4 |
|a Calculus of Variations and Optimal Control; Optimization.
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| 650 |
2 |
4 |
|a Systems Theory, Control.
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| 700 |
1 |
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|a Prasad, H.L.
|e author.
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| 700 |
1 |
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|a Prashanth, L.A.
|e author.
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| 710 |
2 |
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|a SpringerLink (Online service)
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| 773 |
0 |
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|t Springer eBooks
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