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Random walks in a sparse random environment

Posted on:2014-09-06Degree:Ph.DType:Dissertation
University:Iowa State UniversityCandidate:Seol, YoungsooFull Text:PDF
GTID:1450390008954230Subject:Applied Mathematics
Abstract/Summary:
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 " rare impurities" randomly distributed over the integer lattice. The "impurities" 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.
Keywords/Search Tags:Random
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