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Discrete-Time Markov Chains: Two-Time-Scale Methods and Applications G. George Yin Author
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Discrete-Time Markov Chains: Two-Time-Scale Methods and Applications G. George Yin Author - nuovo livro

ISBN: 9781441919557

This book focuses on two-time-scale Markov chains in discrete time. Our motivation stems from existing and emerging applications in optimization and control of complex systems in manufact… mais…

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Discrete-Time Markov Chains: Two-Time-Scale Methods and Applications (Stochastic Modelling and Applied Probability, Band 55) - Yin, G. George George, Zhang, Qing
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Discrete-Time Markov Chains: Two-Time-Scale Methods and Applications (Stochastic Modelling and Applied Probability, Band 55) - Livro de bolso

2010, ISBN: 9781441919557

Springer, Taschenbuch, Auflage: Softcover reprint of hardcover 1st ed. 2005, 368 Seiten, Publiziert: 2010-11-23T00:00:01Z, Produktgruppe: Buch, Hersteller-Nr.: 9781441919557, 1.24 kg, Ver… mais…

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Discrete-Time Markov Chains: Two-Time-Scale Methods and Applications (Stochastic Modelling and Applied Probability, Band 55) - Yin, G. George George, Zhang, Qing
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Yin, G. George George, Zhang, Qing:
Discrete-Time Markov Chains: Two-Time-Scale Methods and Applications (Stochastic Modelling and Applied Probability, Band 55) - Livro de bolso

2010

ISBN: 9781441919557

Springer, Taschenbuch, Auflage: Softcover reprint of hardcover 1st ed. 2005, 368 Seiten, Publiziert: 2010-11-23T00:00:01Z, Produktgruppe: Buch, Hersteller-Nr.: 9781441919557, 0.56 kg, Ver… mais…

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Discrete-Time Markov Chains: Two-Time-Scale Methods and Applications (Stochastic Modelling and Applied Probability, Band 55) - Yin, G. George George, Zhang, Qing
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Yin, G. George George, Zhang, Qing:
Discrete-Time Markov Chains: Two-Time-Scale Methods and Applications (Stochastic Modelling and Applied Probability, Band 55) - Livro de bolso

2010, ISBN: 9781441919557

Springer, Taschenbuch, Auflage: Softcover reprint of hardcover 1st ed. 2005, 368 Seiten, Publiziert: 2010-11-23T00:00:01Z, Produktgruppe: Buch, Hersteller-Nr.: 9781441919557, 0.56 kg, Ver… mais…

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Discrete-Time Markov Chains Two-Time-Scale Methods and Applications - Zhang, Qing; Yin, G. George
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Zhang, Qing; Yin, G. George:
Discrete-Time Markov Chains Two-Time-Scale Methods and Applications - Livro de bolso

2010, ISBN: 1441919554

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Softcover reprint of hardcover 1st ed. 2005 Kartoniert / Broschiert Unternehmensforschung, Wahrscheinlichkeitsrechnung und Statistik, Angewandte Mathematik, Stochastik, Regelungstechnik… mais…

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Discrete-Time Markov Chains: Two-Time-Scale Methods and Applications (Stochastic Modelling and Applied Probability, Band 55)
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9781441919557


This book focuses on the theory and applications of discrete-time two-time-scale Markov chains. Much effort in this book is devoted to designing system models arising from these applications, analyzing them via analytic and probabilistic techniques, and developing feasible computational algorithms so as to reduce the inherent complexity. This book presents results including asymptotic expansions of probability vectors, structural properties of occupation measures, exponential bounds, aggregation and decomposition and associated limit processes, and interface of discrete-time and continuous-time systems. One of the salient features is that it contains a diverse range of applications on filtering, estimation, control, optimization, and Markov decision processes, and financial engineering. This book will be an important reference for researchers in the areas of applied probability, control theory, operations research, as well as for practitioners who use optimization techniques. Part of the book can also be used in a graduate course of applied probability, stochastic processes, and applications.

Dados detalhados do livro - Discrete-Time Markov Chains: Two-Time-Scale Methods and Applications (Stochastic Modelling and Applied Probability, Band 55)


EAN (ISBN-13): 9781441919557
ISBN (ISBN-10): 1441919554
Livro de capa dura
Livro de bolso
Ano de publicação: 2010
Editor/Editora: Springer
368 Páginas
Peso: 0,556 kg
Língua: eng/Englisch

Livro na base de dados desde 2010-11-02T07:55:07-02:00 (Sao Paulo)
Página de detalhes modificada pela última vez em 2024-04-17T12:22:36-03:00 (Sao Paulo)
Número ISBN/EAN: 9781441919557

Número ISBN - Ortografia alternativa:
1-4419-1955-4, 978-1-4419-1955-7
Ortografia alternativa e termos de pesquisa relacionados:
Autor do livro: yin, qing, george markov
Título do livro: discrete probability, scale, markov chains and stochastic

Dados da editora

Autor: G. George Yin
Título: Stochastic Modelling and Applied Probability; Discrete-Time Markov Chains - Two-Time-Scale Methods and Applications
Editora: Springer; Springer US
347 Páginas
Ano de publicação: 2010-11-23
New York; NY; US
Impresso / Feito em
Língua: Inglês
84,65 € (DE)

BC; Hardcover, Softcover / Mathematik/Wahrscheinlichkeitstheorie, Stochastik, Mathematische Statistik; Wahrscheinlichkeitsrechnung und Statistik; Verstehen; Markov Chain; Markov Chains; Measure; Stochastic Approximation; Stochastic Processes; algorithms; operations research; optimization; Probability Theory; Control, Robotics, Automation; Operations Research and Decision Theory; Applications of Mathematics; Stochastik; Regelungstechnik; Unternehmensforschung; Management: Entscheidungstheorie; Angewandte Mathematik; BB

Prologue and Preliminaries.- Introduction, Overview, and Examples.- Mathematical Preliminaries.- Asymptotic Properties.- Asymptotic Expansions.- Occupation Measures.- Exponential Bounds.- Interim Summary and Extensions.- Applications.- Stability of Dynamic Systems.- Filtering.- Markov Decision Processes.- LQ Controls.- Mean-Variance Controls.- Production Planning.- Stochastic Approximation.
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