کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
1155759 958765 2012 27 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Asymptotic expansion and central limit theorem for multiscale piecewise-deterministic Markov processes
موضوعات مرتبط
مهندسی و علوم پایه ریاضیات ریاضیات (عمومی)
پیش نمایش صفحه اول مقاله
Asymptotic expansion and central limit theorem for multiscale piecewise-deterministic Markov processes
چکیده انگلیسی

We consider a general class of piecewise-deterministic Markov processes with multiple time-scales. In line with recent results on the stochastic averaging principle for these processes, we obtain a description of their law through an asymptotic expansion. We further study the fluctuations around the averaged system in the form of a central limit theorem, and derive consequences on the law of the first passage-time. We apply the mathematical results to the Morris–Lecar model with stochastic ion channels.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Stochastic Processes and their Applications - Volume 122, Issue 6, June 2012, Pages 2292–2318
نویسندگان
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