On the distribution of random walk hitting times in random trees

نویسندگان

  • Joubert Oosthuizen
  • Stephan Wagner
چکیده

The hitting time Hxy between two vertices x and y of a graph is the average time that the standard simple random walk takes to get from x to y. In this paper, we study the distribution of the hitting time between two randomly chosen vertices of a random tree. We consider both uniformly random labelled trees and a more general model with vertex weights akin to simply generated trees. We show that the r-th moment of the hitting time is of asymptotic order n3r/2 in trees of order n, and we describe the limiting distribution upon normalisation by means of its moments. Moreover, we also obtain joint moments with the distance between the two selected vertices. Finally, we discuss a somewhat different model of randomness, namely random recursive trees. In this setup, the root is of special importance, and so we study the hitting time from the root to a random vertex or from a random vertex to the root. Interestingly, the hitting time from the root is of order n log n, with a normal limit law, while the hitting time to the root is only of linear order and has a non-Gaussian limit law.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

A Random Walk with Exponential Travel Times

Consider the random walk among N places with N(N - 1)/2 transports. We attach an exponential random variable Xij to each transport between places Pi and Pj and take these random variables mutually independent. If transports are possible or impossible independently with probability p and 1-p, respectively, then we give a lower bound for the distribution function of the smallest path at point log...

متن کامل

Weak Quenched Limiting Distributions for Transient One-dimensional Random Walk in a Random Environment

We consider a one-dimensional, transient random walk in a random i.i.d. environment. The asymptotic behaviour of such random walk depends to a large extent on a crucial parameter κ > 0 that determines the fluctuations of the process. When 0 < κ < 2, the averaged distributions of the hitting times of the random walk converge to a κ-stable distribution. However, it was shown recently that in this...

متن کامل

Finding hitting times in various graphs

The hitting time, huv , of a random walk on a finite graph G, is the expected time for the walk to reach vertex v given that it started at vertex u. We present two methods of calculating the hitting time between vertices of finite graphs, along with applications to specific classes of graphs, including grids, trees, and the ’tadpole’ graphs. keywords: random walks, hitting time

متن کامل

How Slow, or Fast, Are Standard Random Walks? - Analyses of Hitting and Cover Times on Tree

Random walk is a powerful tool, not only for modeling, but also for practical use such as the Internet crawlers. Standard random walks on graphs have been well studied; It is well-known that both hitting time and cover time of a standard random walk are bounded by O(n) for any graph with n vertices, besides the bound is tight for some graphs. Ikeda et al. (2003) provided “β-random walk,” which ...

متن کامل

First Hitting times of Simple Random Walks on Graphs with Congestion Points

We derive the explicit formulas of the probability generating functions of the first hitting times of simple random walks on graphs with congestion points using group representations. 1. Introduction. Random walk on a graph is a Markov chain whose state space is the vertex set of the graph and whose transition from a given vertex to an adjacent vertex along an edge is defined according to some ...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2017