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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

This article rigorously analyzes the meeting time between pursuers and evaders performing random walks on digraphs. There exist several bounds on the expected meeting time between random walkers on graphs in the literature, however,…

概率论 · 数学 2018-06-26 Mishel George , Rushabh Patel , Francesco Bullo

We investigate random walks on complex networks and derive an exact expression for the mean first passage time (MFPT) between two nodes. We introduce for each node the random walk centrality $C$, which is the ratio between its coordination…

统计力学 · 物理学 2007-05-23 Jae Dong Noh , Heiko Rieger

We introduce a general approach for the study of the collective dynamics of non-interacting random walkers on connected networks. We analyze the movement of $R$ independent (Markovian) walkers, each defined by its own transition matrix. By…

统计力学 · 物理学 2021-04-20 Alejandro P. Riascos , David P. Sanders

In this paper, we revisit the problem of classical \textit{meeting times} of random walks in graphs. In the process that two tokens (called agents) perform random walks on an undirected graph, the meeting times are defined as the expected…

分布式、并行与集群计算 · 计算机科学 2023-05-22 Ryota Eguchi , Fukuhito Ooshita , Michiko Inoue , Sébastien Tixeuil

We investigate the hitting times of random walks on graphs, where a hitting time is defined as the number of steps required for a random walker to move from one node to another. While much of the existing literature focuses on calculating…

概率论 · 数学 2025-11-10 Anuraag Kumar

The random walk process underlies the description of a large number of real world phenomena. Here we provide the study of random walk processes in time varying networks in the regime of time-scale mixing; i.e. when the network connectivity…

We consider random walks in which the walk originates in one set of nodes and then continues until it reaches one or more nodes in a target set. The time required for the walk to reach the target set is of interest in understanding the…

系统与控制 · 计算机科学 2019-01-11 Andrew Clark , Basel Alomair , Linda Bushnell , Radha Poovendran

We derive an exact closed-form analytical expression for the distribution of the cover time for a random walk over an arbitrary graph. In special case, we derive simplified exact expressions for the distributions of cover time for a…

数学物理 · 物理学 2009-10-20 Nikola Zlatanov , Ljupco Kocarev

We study the properties of discrete-time random walks on networks formed by randomly interconnected cliques, namely, random networks of cliques. Our purpose is to derive the parameters that define the network structure -- specifically, the…

统计力学 · 物理学 2025-04-24 Albano Nannini , Damián Zanette

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

Random walks find applications in many areas of science and are the heart of essential network analytic tools. When defined on temporal networks, even basic random walk models may exhibit a rich spectrum of behaviours, due to the…

物理与社会 · 物理学 2019-11-11 Julien Petit , Renaud Lambiotte , Timoteo Carletti

We present our recent work on stochastic particle systems on complex networks. As a noninteracting system we first consider the diffusive motion of a random walker on heterogeneous complex networks. We find that the random walker is…

统计力学 · 物理学 2007-05-23 Jae Dong Noh

We study random walk on complex networks with transition probabilities which depend on the current and previously visited nodes. By using an absorbing Markov chain we derive an exact expression for the mean first passage time between pairs…

物理与社会 · 物理学 2024-11-14 Lasko Basnarkov , Miroslav Mirchev , Ljupco Kocarev

The measurement called accessibility has been proposed as a means to quantify the efficiency of the communication between nodes in complex networks. This article reports important results regarding the properties of the accessibility,…

物理与社会 · 物理学 2013-05-30 Matheus P. Viana , João L. B. Batista , Luciano da F. Costa

The interaction between individuals in biological populations, dilute components of chemical systems, or particles transported by turbulent flows depends critically on their contact statistics. This work clarifies those statistics under the…

数学物理 · 物理学 2022-01-12 Mark Peter Rast

This paper analyzes the meeting time between a pair of pursuer and evader performing random walks on digraphs. The existing bounds on the meeting time usually work only for certain classes of walks and cannot be used to formulate…

机器人学 · 计算机科学 2019-12-06 Xiaoming Duan , Mishel George , Rushabh Patel , Francesco Bullo

Random walks on discrete lattices are fundamental models that form the basis for our understanding of transport and diffusion processes. For a single random walker on complex networks, many properties such as the mean first passage time and…

统计力学 · 物理学 2018-12-21 Aanjaneya Kumar , M. S. Santhanam

We consider random walks on dynamical networks where edges appear and disappear during finite time intervals. The process is grounded on three independent stochastic processes determining the walker's waiting-time, the up-time and down-time…

物理与社会 · 物理学 2018-11-28 Julien Petit , Martin Gueuning , Timoteo Carletti , Ben Lauwens , Renaud Lambiotte

We study the mean number of encounters up to time t, E_N(t), taking place in a subspace with dimension d* of a d-dimensional lattice, for N independent random walkers starting simultaneously from the same origin. E_N is first evaluated…

统计力学 · 物理学 2013-05-28 Loic Turban
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