Analytical Survival Analysis of the Non-autonomous Ornstein–Uhlenbeck Process

IF 1.2 3区 物理与天体物理 Q3 PHYSICS, MATHEMATICAL Journal of Statistical Physics Pub Date : 2024-10-22 DOI:10.1007/s10955-024-03355-z
L. T. Giorgini, W. Moon, J. S. Wettlaufer
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Abstract

The survival probability for a periodic non-autonomous Ornstein–Uhlenbeck process is calculated analytically using two different methods. The first uses an asymptotic approach. We treat the associated Kolmogorov Backward Equation with an absorbing boundary by dividing the domain into an interior region, centered around the origin, and a “boundary layer” near the absorbing boundary. In each region we determine the leading-order analytical solutions, and construct a uniformly valid solution over the entire domain using asymptotic matching. In the second method we examine the integral relationship between the probability density function and the mean first passage time probability density function. These allow us to determine approximate analytical forms for the exit rate. The validity of the solutions derived from both methods is assessed numerically, and we find the asymptotic method to be superior.

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非自治奥恩斯坦-乌伦贝克过程的分析性生存分析
使用两种不同的方法分析计算了周期性非自治奥恩斯坦-乌伦贝克过程的生存概率。第一种方法采用渐近法。我们通过将域划分为以原点为中心的内部区域和靠近吸收边界的 "边界层 "来处理具有吸收边界的相关柯尔莫哥洛夫后向方程。在每个区域中,我们确定前阶解析解,并利用渐近匹配法构建整个域的统一有效解。在第二种方法中,我们研究了概率密度函数与平均首次通过时间概率密度函数之间的积分关系。通过这些方法,我们可以确定出口率的近似解析形式。我们对两种方法得出的解的有效性进行了数值评估,结果发现渐近法更优。
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来源期刊
Journal of Statistical Physics
Journal of Statistical Physics 物理-物理:数学物理
CiteScore
3.10
自引率
12.50%
发文量
152
审稿时长
3-6 weeks
期刊介绍: The Journal of Statistical Physics publishes original and invited review papers in all areas of statistical physics as well as in related fields concerned with collective phenomena in physical systems.
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