Transportation Distance between Probability Measures on the Infinite Regular Tree
Abstract
In the infinite regular tree with , we consider families , indexed by vertices and nonnegative integers ("discrete time steps") , of probability measures such that if the distances and are equal. Let be a positive integer, and let and be two vertices in the tree which are at distance apart. We compute a formula for the transportation distance in terms of generating functions. In the special case where are measures from simple random walks after time steps, we establish the linear asymptotic formula , as , and give the formulas for the coefficients and in closed forms. We also obtain linear asymptotic formulas in the cases of spheres and uniform balls as the radii tend to infinity. We show that these six coefficients (two from simple random walks, two from spheres, and two from uniform balls) are related by inequalities.
Keywords
Cite
@article{arxiv.2107.09876,
title = {Transportation Distance between Probability Measures on the Infinite Regular Tree},
author = {Pakawut Jiradilok and Supanat Kamtue},
journal= {arXiv preprint arXiv:2107.09876},
year = {2021}
}
Comments
37 pages, 3 figures. Comments are very welcome!