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奥恩斯坦-乌伦贝克过程的时间平均值及其统计变化:初始粒子分布的作用和向平稳态的弛豫。

Time averages and their statistical variation for the Ornstein-Uhlenbeck process: Role of initial particle distributions and relaxation to stationarity.

机构信息

Institute for Physics & Astronomy, University of Potsdam, 14476 Potsdam-Golm, Germany.

Institute for Theoretical Physics, Kharkov Institute of Physics and Technology, 61108 Kharkov, Ukraine.

出版信息

Phys Rev E. 2018 Aug;98(2-1):022134. doi: 10.1103/PhysRevE.98.022134.

DOI:10.1103/PhysRevE.98.022134
PMID:30253569
Abstract

How ergodic is diffusion under harmonic confinements? How strongly do ensemble- and time-averaged displacements differ for a thermally-agitated particle performing confined motion for different initial conditions? We here study these questions for the generic Ornstein-Uhlenbeck (OU) process and derive the analytical expressions for the second and fourth moment. These quantifiers are particularly relevant for the increasing number of single-particle tracking experiments using optical traps. For a fixed starting position, we discuss the definitions underlying the ensemble averages. We also quantify effects of equilibrium and nonequilibrium initial particle distributions onto the relaxation properties and emerging nonequivalence of the ensemble- and time-averaged displacements (even in the limit of long trajectories). We derive analytical expressions for the ergodicity breaking parameter quantifying the amplitude scatter of individual time-averaged trajectories, both for equilibrium and out-of-equilibrium initial particle positions, in the entire range of lag times. Our analytical predictions are in excellent agreement with results of computer simulations of the Langevin equation in a parabolic potential. We also examine the validity of the Einstein relation for the ensemble- and time-averaged moments of the OU-particle. Some physical systems, in which the relaxation and nonergodic features we unveiled may be observable, are discussed.

摘要

扩散在调和约束下的遍历性如何?对于在不同初始条件下进行受限运动的热激粒子,系综平均和时间平均位移有多大差异?我们在这里研究了一般的奥恩斯坦-乌伦贝克(OU)过程的这些问题,并推导出了二阶和四阶矩的解析表达式。这些量度对于越来越多的使用光学陷阱进行的单粒子跟踪实验特别重要。对于固定的起始位置,我们讨论了系综平均背后的定义。我们还量化了平衡和非平衡初始粒子分布对弛豫性质的影响,以及系综平均和时间平均位移的非等效性(即使在长轨迹的极限下)。我们推导出了一个用于量化个体时间平均轨迹振幅分散的遍历性破坏参数的解析表达式,该参数适用于平衡和非平衡初始粒子位置的所有滞后时间范围。我们的解析预测与在抛物势中朗之万方程的计算机模拟结果非常吻合。我们还检验了 OU 粒子的系综平均和时间平均矩的爱因斯坦关系的有效性。讨论了一些可能观察到我们揭示的弛豫和遍历性特征的物理系统。

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