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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 - new book

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… More...

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Discrete-Time Markov Chains: Two-Time-Scale Methods and Applications G. George Yin Author
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€ 109.00
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Discrete-Time Markov Chains: Two-Time-Scale Methods and Applications G. George Yin Author - new book

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… More...

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3
Discrete-Time Markov Chains
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Discrete-Time Markov Chains - new book

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… More...

Nr. 978-1-4419-1955-7. Shipping costs:Worldwide free shipping, , DE. (EUR 0.00)
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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 - Paperback

2010, ISBN: 1441919554

Hardcover

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

Shipping costs:Versandkostenfrei innerhalb der BRD. (EUR 0.00) MARZIES.de Buch- und Medienhandel, 14621 Schönwalde-Glien
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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 - Paperback

2010, ISBN: 1441919554

Hardcover

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

Shipping costs:Sans frais d'envoi en Allemagne. (EUR 0.00) MARZIES.de Buch- und Medienhandel, 14621 Schönwalde-Glien

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Details of the book
Discrete-Time Markov Chains: Two-Time-Scale Methods and Applications G. George Yin Author

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.

Details of the book - Discrete-Time Markov Chains: Two-Time-Scale Methods and Applications G. George Yin Author


EAN (ISBN-13): 9781441919557
ISBN (ISBN-10): 1441919554
Hardcover
Paperback
Publishing year: 2010
Publisher: Springer New York Core >1 >T
368 Pages
Weight: 0,556 kg
Language: eng/Englisch

Book in our database since 2010-11-02T05:55:07-04:00 (New York)
Detail page last modified on 2024-03-14T07:23:19-04:00 (New York)
ISBN/EAN: 9781441919557

ISBN - alternate spelling:
1-4419-1955-4, 978-1-4419-1955-7
Alternate spelling and related search-keywords:
Book author: yin, qing, george markov
Book title: discrete probability, scale, markov chains and stochastic


Information from Publisher

Author: G. George Yin
Title: Stochastic Modelling and Applied Probability; Discrete-Time Markov Chains - Two-Time-Scale Methods and Applications
Publisher: Springer; Springer US
347 Pages
Publishing year: 2010-11-23
New York; NY; US
Printed / Made in
Weight: 0,563 kg
Language: English
84,65 € (DE)

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