Markov Chains on Graphs and Brownian Motion
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AbstractWe consider random walks with small fixed steps inside of edges of a graph
$${\mathcal{G}}$$
, prescribing a natural rule of probabilities of jumps over a vertex. We show that after an appropriate rescaling such random walks weakly converge to the natural Brownian motion on
$${\mathcal{G}}$$
constructed in Ref. 1.
[1] Ioannis Karatzas,et al. Brownian Motion and Stochastic Calculus , 1987 .
[2] D. Stroock,et al. Probability Theory: An Analytic View , 1995, The Mathematical Gazette.