Analytic Form of the Quasi-stationary Distribution of a Simple Birth-Death Process

被引:0
|
作者
Lee, Julian [1 ]
机构
[1] Soongsil Univ, Dept Bioinformat & Life Sci, Seoul 06978, South Korea
基金
新加坡国家研究基金会;
关键词
Stochastic process; Quasi-stationary state; Master equation; Analytic solution; Population dynamics;
D O I
10.3938/jkps.77.457
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
I consider a simple birth-death model with an absorbing state, where the stable fixed point of the corresponding deterministic mean-field dynamics turns into a transient peak of the probability distribution due to the presence of a tiny fluctuation. The model satisfies the detailed-balance condition, enabling one not only to obtain the analytic form of a quasi-stationary distribution, but also to obtain the analytic form of the escape time under the assumption of quasi-stationarity. I argue that the quasi-steady distribution with exponentially decaying normalization is an excellent approximation of the dynamics at late times, especially for small fluctuations. The analytic expressions for the quasi-stationary distribution and the escape time are expected to be more accurate, hence more useful, for systems with larger sizes.
引用
收藏
页码:457 / 462
页数:6
相关论文
共 50 条