Discrete-Time Markov Chains

Discrete-Time Markov Chains

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Focusing on discrete-time-scale Markov chains, the contents of this book are an outgrowth of some of the authors' recent research. The motivation stems from exi

Discrete-Time Markov Chains

Discrete-Time Markov Chains

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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

Markov Chains

Markov Chains

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Primarily an introduction to the theory of stochastic processes at the undergraduate or beginning graduate level, the primary objective of this book is to initi

Markov Chains and Invariant Probabilities

Markov Chains and Invariant Probabilities

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This book is about discrete-time, time-homogeneous, Markov chains (Mes) and their ergodic behavior. To this end, most of the material is in fact about stable Me

Probability Theory and Stochastic Processes

Probability Theory and Stochastic Processes

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The ultimate objective of this book is to present a panoramic view of the main stochastic processes which have an impact on applications, with complete proofs a