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Nonlinearly perturbed
stochastic processes
Dmitrii Silvestrov Mälardalen University, School of Education, Culture,
and Communication, Box 883, SE-72214, Välsterås, Sweden
Abstract:
This paper is a survey of results presented in the recent book [25].
This book is devoted to studies of quasi-stationary phenomena in
nonlinearly perturbed stochastic systems. New methods of asymptotic analysis for nonlinearly perturbed stochastic processes based
on new types of asymptotic expansions for perturbed renewal equation and recurrence algorithms for construction of asymptotic expansions for Markov type processes with absorption are presented.
Asymptotic expansions are given in mixed ergodic (for processes) and
large deviation theorems (for absorption times) for nonlinearly perturbed regenerative processes, semi-Markov processes, and Markov
chains. Applications to analysis of quasi-stationary phenomena in
nonlinearly perturbed queueing systems, population dynamics and
epidemic models, and risk processes are presented. The book also
contains an extended bibliography of works in the area.
Keywords:
Nonlinear perturbation, quasi-stationary phenomenon, pseudo-stationary
phenomenon, stochastic system, renewal equation, asymptotic expansion, ergodic theorem, limit theorem, large deviation, regenerative process, regenerative stopping time,
semi-Markov process, Markov chain, absorption time, queueing system, population dynamics, epidemic model, lifetime, risk process, ruin probability, Cramér-Lundberg approximation, diffusion approximation.Nonlinear perturbation, quasi-stationary phenomenon, pseudo-stationary
phenomenon, stochastic system, renewal equation, asymptotic expansion, ergodic theorem, limit theorem, large deviation, regenerative process, regenerative stopping time,
semi-Markov process, Markov chain, absorption time, queueing system, population dynamics, epidemic model, lifetime, risk process, ruin probability, Cramér-Lundberg approximation, diffusion approximation.Nonlinearly perturbed
stochastic processes.
Citation:
Dmitrii Silvestrov, “Nonlinearly perturbed
stochastic processes”, Theory Stoch. Process., 14(30):4 (2008), 129–164
Linking options:
https://www.mathnet.ru/eng/thsp219 https://www.mathnet.ru/eng/thsp/v14/i4/p129
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| Abstract page: | 182 | | Full-text PDF : | 91 | | References: | 61 |
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