Random walks in a sparse random environment.

Thumbnail Image
Date
2013-01-01
Authors
Seol, Youngsoo
Major Professor
Advisor
Alexander Roitershtein
Committee Member
Journal Title
Journal ISSN
Volume Title
Publisher
Altmetrics
Abstract

We introduce random walks in a sparse random environment on the integer lattice Z and investigate such fundamental asymptotic property of this model as recurrence-transience criteria, the existence of the asymptotic speed and a phase transition for its value, limit theorems in both transient and recurrent regimes. The new model combines features of several existing models of random motion in random media and admits a transparent physics interpretation. More specifically, the random walk in a sparse random environment can be characterized as a perturbation of the simple random walk by a random potential which is induced by &ldquo rare impurities&rdquo randomly distributed over the integer lattice. The &ldquo impurities &rdquo in the media are rigorously defined as a marked point process on Z. The most interesting seems to be the critical (recurrent) case, where Sinai's scaling (log n)^2 for the location of the random walk after n steps is generalized to basically (log n)^&alpha, with &alpha>0 being a parameter determined by the distribution of the distance between two successive impurities of the media.

Series Number
Journal Issue
Is Version Of
Versions
Series
Academic or Administrative Unit
Type
dissertation
Comments
Rights Statement
Copyright
Tue Jan 01 00:00:00 UTC 2013
Funding
Subject Categories
Supplemental Resources
Source