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Discrete-Time Markov Chains - G. George Yin
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2010, ISBN: 9781441919557

ID: 9781441919557

Discrete-Time Markov Chains: Paperback: Springer-Verlag New York Inc. : 9781441919557: 12 Feb 2010: 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 manufacturing, wireless communication, and? nancial engineering. Much of our e?ort in this book is devoted to designing system models arising from various applications, analyzing them via analytic and probabilisti. 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 manufacturing, wireless communication, and? nancial engineering. Much of our e?ort in this book is devoted to designing system models arising from various applications, analyzing them via analytic and probabilistic techniques, and developing feasible compu- tionalschemes. Ourmainconcernistoreducetheinherentsystemcompl- ity. Although each of the applications has its own distinct characteristics, all of them are closely related through the modeling of uncertainty due to jump or switching random processes. Oneofthesalientfeaturesofthisbookistheuseofmulti-timescalesin Markovprocessesandtheirapplications. Intuitively, notallpartsorcom- nents of a large-scale system evolve at the same rate. Some of them change rapidly and others vary slowly. The di?erent rates of variations allow us to reduce complexity via decomposition and aggregation. It would be ideal if we could divide a large system into its smallest irreducible subsystems completely separable from one another and treat each subsystem indep- dently. However, this is often infeasible in reality due to various physical constraints and other considerations. Thus, we have to deal with situations in which the systems are only nearly decomposable in the sense that there are weak links among the irreducible subsystems, which dictate the oc- sional regime changes of the system. An e?ective way to treat such near decomposability is time-scale separation. That is, we set up the systems as if there were two time scales, fast vs. slow. xii Preface Followingthetime-scaleseparation, weusesingularperturbationmeth- ology to treat the underlying systems. Probability & Statistics, , , , Discrete-Time Markov Chains, G. George Yin, 9781441919557, Springer-Verlag New York Inc., , , , ,, [PU: Springer]

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Discrete-Time Markov Chains: Two-Time-Scale Methods and Applications (Stochastic Modelling and Applied Probability) - G. George Yin
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Discrete-Time Markov Chains: Two-Time-Scale Methods and Applications (Stochastic Modelling and Applied Probability) - Taschenbuch

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[SR: 8975813], Paperback, [EAN: 9781441919557], Springer New York, Springer New York, Book, [PU: Springer New York], Springer New York, This book focuses on two-time-scale Markov chains in discrete time. Our motivation stems from existi...., 268296, Operational Research, 268290, Management, 68, Business, Finance & Law, 1025612, Subjects, 266239, Books, 278166, Automatic Control, 278160, Electronics Engineering, 278141, Electronics & Communications Engineering, 278115, Engineering & Technology, 57, Science & Nature, 1025612, Subjects, 266239, Books, 278168, Robotics, 278141, Electronics & Communications Engineering, 278115, Engineering & Technology, 57, Science & Nature, 1025612, Subjects, 266239, Books, 278329, Applied Mathematics, 922530, Mathematical Modelling, 278335, Mathematics for Scientists & Engineers, 278419, Physics, 278320, Mathematics, 57, Science & Nature, 1025612, Subjects, 266239, Books, 278385, Probability & Statistics, 278320, Mathematics, 57, Science & Nature, 1025612, Subjects, 266239, Books, 922942, Maths, 922868, Popular Science, 57, Science & Nature, 1025612, Subjects, 266239, Books, 571046, Electronics & Telecommunications Engineering, 564346, Engineering, 564334, Scientific, Technical & Medical, 1025612, Subjects, 266239, Books, 570878, Statistics & Probability, 570874, Applied Mathematics, 564352, Mathematics, 564334, Scientific, Technical & Medical, 1025612, Subjects, 266239, Books

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Discrete-Time Markov Chains: Two-Time-Scale Methods and Applications (Stochastic Modelling and Applied Probability) - G. George Yin
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G. George Yin:
Discrete-Time Markov Chains: Two-Time-Scale Methods and Applications (Stochastic Modelling and Applied Probability) - Taschenbuch

ISBN: 1441919554

[SR: 8975813], Paperback, [EAN: 9781441919557], Springer New York, Springer New York, Book, [PU: Springer New York], Springer New York, This book focuses on two-time-scale Markov chains in discrete time. Our motivation stems from existi...., 268296, Operational Research, 268290, Management, 68, Business, Finance & Law, 1025612, Subjects, 266239, Books, 278166, Automatic Control, 278160, Electronics Engineering, 278141, Electronics & Communications Engineering, 278115, Engineering & Technology, 57, Science & Nature, 1025612, Subjects, 266239, Books, 278168, Robotics, 278141, Electronics & Communications Engineering, 278115, Engineering & Technology, 57, Science & Nature, 1025612, Subjects, 266239, Books, 278329, Applied Mathematics, 922530, Mathematical Modelling, 278335, Mathematics for Scientists & Engineers, 278419, Physics, 278320, Mathematics, 57, Science & Nature, 1025612, Subjects, 266239, Books, 278385, Probability & Statistics, 278320, Mathematics, 57, Science & Nature, 1025612, Subjects, 266239, Books, 922942, Maths, 922868, Popular Science, 57, Science & Nature, 1025612, Subjects, 266239, Books, 571046, Electronics & Telecommunications Engineering, 564346, Engineering, 564334, Scientific, Technical & Medical, 1025612, Subjects, 266239, Books, 570878, Statistics & Probability, 570874, Applied Mathematics, 564352, Mathematics, 564334, Scientific, Technical & Medical, 1025612, Subjects, 266239, Books

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Discrete-Time Markov Chains - G. George Yin; Qing Zhang
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ISBN: 9781441919557

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Mathematics; Probability Theory and Stochastic Processes; Control, Robotics, Mechatronics; Operation Research/Decision Theory; Applications of Mathematics Markov Chain, Markov Chains, Measure, Stochastic Approximation, Stochastic Processes, algorithms, operations research, optimization Books Book (Paperback Initiative), Springer Science+Business Media

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Discrete-Time Markov Chains
Autor:

Yin, G. George; Zhang, Qing

Titel:

Discrete-Time Markov Chains

ISBN-Nummer:

1441919554

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.

Detailangaben zum Buch - Discrete-Time Markov Chains


EAN (ISBN-13): 9781441919557
ISBN (ISBN-10): 1441919554
Gebundene Ausgabe
Taschenbuch
Erscheinungsjahr: 2010
Herausgeber: Springer-Verlag GmbH
368 Seiten
Gewicht: 0,556 kg
Sprache: eng/Englisch

Buch in der Datenbank seit 02.11.2010 10:55:07
Buch zuletzt gefunden am 27.11.2016 09:11:06
ISBN/EAN: 1441919554

ISBN - alternative Schreibweisen:
1-4419-1955-4, 978-1-4419-1955-7

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