Cover times with stochastic resetting.

IF 2.7 2区 数学 Q1 MATHEMATICS, APPLIED
Chaos Pub Date : 2025-04-01 DOI:10.1063/5.0260643
Samantha Linn, Sean D Lawley
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引用次数: 0

Abstract

Cover times quantify the speed of exhaustive search. In this work, we approximate the moments of cover times of a wide range of stochastic search processes in d-dimensional continuous space and on an arbitrary discrete network under frequent stochastic resetting. These approximations apply to a large class of resetting time distributions and search processes including diffusion, run-and-tumble particles, and Markov jump processes. We illustrate these results in several examples; in the case of diffusive search, we show that the errors of our approximations vanish exponentially fast. Finally, we derive a criterion for when endowing a discrete state search process with minimal stochastic resetting reduces the mean cover time.

覆盖时间随机重置。
覆盖时间量化了穷举搜索的速度。在这项工作中,我们近似了d维连续空间和任意离散网络中频繁随机重置下的大范围随机搜索过程的覆盖时间矩。这些近似适用于一大类重置时间分布和搜索过程,包括扩散、跑动和翻滚粒子和马尔可夫跳变过程。我们用几个例子来说明这些结果;在扩散搜索的情况下,我们证明了我们的近似误差以指数速度消失。最后,我们导出了一个准则,当赋予一个离散状态搜索过程最小的随机重置能减少平均覆盖时间。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Chaos
Chaos 物理-物理:数学物理
CiteScore
5.20
自引率
13.80%
发文量
448
审稿时长
2.3 months
期刊介绍: Chaos: An Interdisciplinary Journal of Nonlinear Science is a peer-reviewed journal devoted to increasing the understanding of nonlinear phenomena and describing the manifestations in a manner comprehensible to researchers from a broad spectrum of disciplines.
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