Titlebook: Constructive Computation in Stochastic Models with Applications; The RG-Factorization Quan-Lin Li Book 2010 The Editor(s) (if applicable) a

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ciences..Presents recent results on applications in optimiza."Constructive Computation in Stochastic Models with Applications: The .RG.-Factorizations" provides a unified, constructive and algorithmic framework for numerical computation of many practical stochastic systems. It summarizes recent impo

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https://doi.org/10.1007/978-3-540-75951-5erive two sets of expressions for the quasi-stationary distribution. As important examples, we analyze Markov chains of ./1 type, Markov chains of ./1 type, Markov chains of ./1 type and level-dependent QBD processes.

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Markov Chains of GI/G/1 Type,thermore, we simplify the A- and B-measures for Markov chains of ./1 type, and also express the .- and .-measures by means of the .- and .-measures, respectively. Based on the .- and .-measures, we provide spectral analysis for the .- and .-measures, and provide conditions for the state classification of Markov chains of .1 type.

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Book 2010 for numerical computation of many practical stochastic systems. It summarizes recent important advances in computational study of stochastic models from several crucial directions, such as stationary computation, transient solution, asymptotic analysis, reward processes, decision processes, sensiti