Stochastic resetting and applications

被引:402
|
作者
Evans, Martin R. [1 ]
Majumdar, Satya N. [2 ]
Schehr, Gregory [2 ]
机构
[1] Univ Edinburgh, Sch Phys & Astron, SUPA, Peter Guthrie Tait Rd, Edinburgh EH9 3FD, Midlothian, Scotland
[2] Univ Paris Saclay, Univ Paris Sud, LPTMS, CNRS, F-91405 Orsay, France
关键词
stochastic resetting; non equilibrium stationary state; search optimisation; QUASI-STATIONARY DISTRIBUTIONS; RANDOM-WALKS; 1ST-PASSAGE PROPERTIES; AGE DISTRIBUTION; HITTING TIMES; M/M/1; QUEUE; DIFFUSION; STATISTICS; BIRTH; PROTEIN;
D O I
10.1088/1751-8121/ab7cfe
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
In this topical review we consider stochastic processes under resetting, which have attracted a lot of attention in recent years. We begin with the simple example of a diffusive particle whose position is reset randomly in time with a constant rate r, which corresponds to Poissonian resetting, to some fixed point (e.g. its initial position). This simple system already exhibits the main features of interest induced by resetting: (i) the system reaches a nontrivial nonequilibrium stationary state (ii) the mean time for the particle to reach a target is finite and has a minimum, optimal, value as a function of the resetting rate r. We then generalise to an arbitrary stochastic process (e.g. Levy flights or fractional Brownian motion) and non-Poissonian resetting (e.g. power-law waiting time distribution for intervals between resetting events). We go on to discuss multiparticle systems as well as extended systems, such as fluctuating interfaces, under resetting. We also consider resetting with memory which implies resetting the process to some randomly selected previous time. Finally we give an overview of recent developments and applications in the field.
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页数:67
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