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Asymptotics of the transition probabilities of the simple random walk on self-similar graphs

2002/09/12 by Bernhard Krön, Krön, Bernhard, Elmar Teufl +1
Mathematics · Physics and Astronomy · #Combinatorics (math.CO) #FOS: Mathematics #Mathematical Dynamics and Fractals #Stochastic processes and statistical mechanics #Theoretical and Computational Physics #math.CO

paper · pdf · doi:10.48550/arxiv.math/0209143

20 pages, 6 figures

arxiv created 2002/09/12 · openalex publication_date 2002/09/12 · arxiv updated 2009/11/30 · openalex created_date 2025/10/10 · openalex updated_date 2026/07/28

Abstract

It is shown explicitly how self-similar graphs can be obtained as `blow-up' constructions of finite cell graphs C. This yields a larger family of graphs than the graphs obtained by discretising continuous self-similar fractals. For a class of symmetrically self-similar graphs we study the simple random walk on a cell graph C, starting in a vertex v of the boundary of C. It is proved that the expected number of returns to v before hitting another vertex in the boundary coincides with the resistance scaling factor. Using techniques from complex rational iteration and singularity analysis for Green functions we compute the asymptotic behaviour of the n-step transition probabilities of the simple random walk on the whole graph. The results of Grabner and Woess for the Sierpiński graph are generalised to the class of symmetrically self-similar graphs and at the same time the error term of the asymptotic expression is improved. Finally we present a criterion for the occurrence of oscillating phenomena of the n-step transition probabilities.

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