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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 consider a simple random walk (dimension one, nearest neighbour jumps) in a quenched random environment. The goal of this work is to provide sufficient conditions, stated in terms of properties of the environment, under which the Central…

概率论 · 数学 2007-05-23 I. Ya. Goldsheid

Consider a simple random walk on a realization of an Erd\H{o}s-R\'enyi graph. Assume that it is asymptotically almost surely (a.a.s.) connected. Conditional on an eigenvector delocalization conjecture, we prove a Central Limit Theorem (CLT)…

概率论 · 数学 2023-11-28 Matthias Löwe , Sara Terveer

A random walk is known as a random process which describes a path including a succession of random steps in the mathematical space. It has increasingly been popular in various disciplines such as mathematics and computer science.…

社会与信息网络 · 计算机科学 2020-08-11 Feng Xia , Jiaying Liu , Hansong Nie , Yonghao Fu , Liangtian Wan , Xiangjie Kong

Several interesting approaches have been reported in the literature on complex networks, random walks, and hierarchy of graphs. While many of these works perform random walks on stable, fixed networks, in the present work we address the…

社会与信息网络 · 计算机科学 2024-03-12 Alexandre Benatti , Luciano da F. Costa

We study the extreme events taking place on complex networks. The transport on networks is modelled using random walks and we compute the probability for the occurance and recurrence of extreme events on the network. We show that the nodes…

统计力学 · 物理学 2011-05-05 Vimal Kishore , M. S. Santhanam , R. E. Amritkar

Random walks on graphs are widely used in all sciences to describe a great variety of phenomena where dynamical random processes are affected by topology. In recent years, relevant mathematical results have been obtained in this field, and…

统计力学 · 物理学 2009-11-11 R. Burioni , D. Cassi

We consider a random object that is associated with both random walks and random media, specifically, the superposition of a configuration of subcritical Bernoulli percolation on an infinite connected graph and the trace of the simple…

概率论 · 数学 2019-09-10 Kazuki Okamura

Random walks on graphs can be slow. To speed them up, imagine that at each step instead of choosing the neighbor at random, there is a small probability $\varepsilon>0$ that we can choose it. We show that in this case, at least for graphs…

概率论 · 数学 2026-05-19 Boris Bukh , Quentin Dubroff

The quantum walk dynamics obey the laws of quantum mechanics with an extra locality constraint, which demands that the evolution operator is local in the sense that the walker must visit the neighboring locations before endeavoring to…

量子物理 · 物理学 2023-05-23 Caue F. T. Silva , Daniel Posner , Renato Portugal

Multiplex networks are receiving increasing interests because they allow to model relationships between networked agents on several layers simultaneously. In this supplementary material for the paper "Navigability of interconnected networks…

物理与社会 · 物理学 2014-05-28 M. De Domenico , A. Sole , S. Gomez , A. Arenas

We consider a population of $N$ labeled random walkers moving on a substrate, and an excitation jumping among the walkers upon contact. The label $\mathcal{X}(t)$ of the walker carrying the excitation at time $t$ can be viewed as a…

统计力学 · 物理学 2007-12-19 E. Agliari , R. Burioni , D. Cassi , F. M. Neri

A Random Walk in Changing Environment (RWCE) is a weighted random walk on a locally finite, connected graph $G$ with random, time-dependent edge-weights. This includes self-interacting random walks, where the edge-weights depend on the…

概率论 · 数学 2024-06-24 Bryan Park , Souvik Ray

Quantum walks on graphs are ubiquitous in quantum computing finding a myriad of applications. Likewise, random walks on graphs are a fundamental building block for a large number of algorithms with diverse applications. While the…

量子物理 · 物理学 2020-12-09 Matheus G. Andrade , Franklin Marquezino , Daniel R. Figueiredo

Quantum walks are standard tools for searching graphs for marked vertices, and they often yield quadratic speedups over a classical random walk's hitting time. In some exceptional cases, however, the system only evolves by sign flips,…

量子物理 · 物理学 2017-05-05 Thomas G. Wong , Raqueline A. M. Santos

This paper concerns a random walk that moves on the integer lattice and has zero mean and a finite variance. We obtain first an asymptotic estimate of the transition probability of the walk absorbed at the origin, and then, using the…

概率论 · 数学 2011-03-31 Kohei Uchiyama

We consider a model for random walks on random environments (RWRE) with random subset of Z^d as the vertices, and uniform transition probabilities on 2d points (two "coordinate nearest points" in each of the d coordinate directions). We…

概率论 · 数学 2015-09-08 Noam Berger , Ron Rosenthal

We prove that in any recurrent reversible random rooted graph, two independent simple random walks started at the same vertex collide infinitely often almost surely. This applies to the Uniform Infinite Planar Triangulation and…

概率论 · 数学 2018-05-01 Tom Hutchcroft , Yuval Peres

Random walk on discrete lattice models is important to understand various types of transport processes. The extreme events, defined as exceedences of the flux of walkers above a prescribed threshold, have been studied recently in the…

统计力学 · 物理学 2012-05-31 Vimal Kishore , M. S. Santhanam , R. E. Amritkar

We apply results from Baryshnikov, Brady, Bressler and Pemantle (2008) to compute limiting probability profiles for various quantum random walks in one and two dimensions. Using analytic machinery we show some features of the limit…

组合数学 · 数学 2009-11-23 Andrew Bressler , Torin Greenwood , Robin Pemantle , Marko Petkovsek
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