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The speed of an exhaustive search can be measured by a cover time, which is defined as the time it takes a random searcher to visit every state in some target set. Cover times have been studied in both the physics and probability…

统计力学 · 物理学 2024-07-11 Hyunjoong Kim , Sean D Lawley

How long does it take a random searcher to visit all sites of a given domain? This time, known as the cover time, is a key observable to quantify the efficiency of exhaustive searches, which require a complete exploration of an area and not…

统计力学 · 物理学 2015-11-20 M. Chupeau , O. Bénichou , R. Voituriez

A variety of systems in physics, chemistry, biology, and psychology are modeled in terms of diffusing "searchers" looking for "targets." Examples range from gene regulation, to cell sensing, to human decision-making. A commonly studied…

概率论 · 数学 2022-08-24 Samantha Linn , Sean D Lawley

Cover times quantify the speed of exhaustive search. In this work, we compute exactly the mean cover time associated with a one-dimensional Brownian search under exponentially distributed resetting. We also approximate the moments of cover…

概率论 · 数学 2025-05-13 Samantha Linn , Sean D Lawley

We present an analytical method for computing the mean cover time of a random walk process on arbitrary, complex networks. The cover time is defined as the time a random walker requires to visit every node in the network at least once. This…

统计力学 · 物理学 2018-08-02 Benjamin F. Maier , Dirk Brockmann

The cover time is defined as the time needed for a random walker to visit every site of a confined domain. Here, we focus on persistent random walks, which provide a minimal model of random walks with short range memory. We derive the exact…

统计力学 · 物理学 2015-06-19 Marie Chupeau , Olivier Bénichou , Raphaël Voituriez

Many physical, chemical, and biological systems depend on the first passage time (FPT) of a diffusive searcher to a target. Typically, this FPT is much slower than the characteristic diffusion timescale. For example, this is the case if the…

概率论 · 数学 2020-10-26 Jacob B. Madrid , Sean D. Lawley

Despite having been studied for decades, first passage processes remain an active area of research. In this contribution we examine a particle diffusing in an annulus with an inner absorbing boundary and an outer reflective boundary. We…

统计力学 · 物理学 2022-10-05 Charles Antoine , Julian Talbot

The first passage search of a diffusing target (prey) by multiple searchers (predators) in confinement is an important problem in the stochastic process literature. While the analogous problem in open space has been studied in some details,…

统计力学 · 物理学 2021-01-04 Indrani Nayak , Amitabha Nandi , Dibyendu Das

We determine the full distribution and moments of the first passage time for a wide class of stochastic search processes in the limit of frequent stochastic resetting. Our results apply to any system whose short-time behavior of the search…

统计力学 · 物理学 2023-02-22 Samantha Linn , Sean D Lawley

The first time a searcher finds a target is called a first passage time (FPT). In many physical, chemical, and biological processes, the searcher is "mortal," which means that the searcher might become inactivated (degrade, die, etc.)…

概率论 · 数学 2021-02-25 Sean D Lawley

Using the results of Ding, Lee, Peres [3], we develop formulas to compute the hitting times and cover times for random walks on groups. We developed an explicit formula for hitting times in terms of the irreducible representations of the…

概率论 · 数学 2023-02-07 Christopher Zhang

Given a one-dimensional dynamical system we study its cover time, which quantifies the rate at which orbits become dense in the state space. Using transfer operator tools for dynamical systems with holes and inducing techniques, for a wide…

动力系统 · 数学 2024-05-28 Natalia Jurga , Mike Todd

Among observables characterising the random exploration of a graph or lattice, the cover time, namely the time to visit every site, continues to attract widespread interest. Much insight about cover times is gained by mapping to the…

统计力学 · 物理学 2020-07-08 Gcina Maziya , Luca Cocconi , Gunnar Pruessner , Nicholas Moloney

Many physical phenomena are modeled as stochastic searchers looking for targets. In these models, the probability that a searcher finds a particular target, its so-called hitting probability, is often of considerable interest. In this work…

统计力学 · 物理学 2024-07-18 Samantha Linn , Sean D. Lawley

The problem of the time required for a diffusing molecule, within a large bounded domain, to first locate a small target is prevalent in biological modeling. Here we study this problem for a small spherical target. We develop uniform in…

生物物理 · 物理学 2013-08-06 Samuel A. Isaacson , Jay Newby

Given a traversal algorithm, cover time is the expected number of steps needed to visit all nodes in a given graph. A smaller cover time means a higher exploration efficiency of traversal algorithm. Although random walk algorithms have been…

数据结构与算法 · 计算机科学 2023-08-14 Guanhua Fang , Gennady Samorodnitsky , Zhiqiang Xu

A random search process in a networked environment is governed by the time it takes to visit every node, termed the cover time. Often, a networked process does not proceed in isolation but competes with many instances of itself within the…

最优化与控制 · 数学 2018-06-13 Daniel B. Wilson , Ruth E. Baker , Francis G. Woodhouse

We suggest an explanation of typical incubation times statistical features based on the universal behavior of exit times for diffusion models. We give a mathematically rigorous proof of the characteristic right skewness of the incubation…

定量方法 · 定量生物学 2018-04-18 Yuri Bakhtin

This paper addresses the sweep coverage problem of multi-agent systems in uncertain regions. A new formulation of distributed sweep coverage is proposed to cooperatively complete the workload in the uncertain region. Specifically, each…

最优化与控制 · 数学 2017-11-30 Chao Zhai
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