English

Transportation Distance between Probability Measures on the Infinite Regular Tree

Combinatorics 2021-09-21 v2 Probability

Abstract

In the infinite regular tree Tq+1\mathbb{T}_{q+1} with qZ2q \in \mathbb{Z}_{\ge 2}, we consider families {μun}\{\mu_u^n\}, indexed by vertices uu and nonnegative integers ("discrete time steps") nn, of probability measures such that μun(v)=μun(v)\mu_u^n(v) = \mu_{u'}^n(v') if the distances dist(u,v)\operatorname{dist}(u,v) and dist(u,v)\operatorname{dist}(u',v') are equal. Let dd be a positive integer, and let XX and YY be two vertices in the tree which are at distance dd apart. We compute a formula for the transportation distance W1 ⁣(μXn,μYn)W_1\!\left( \mu_X^n, \mu_Y^n \right) in terms of generating functions. In the special case where μun=mun\mu_u^n = \mathfrak{m}_u^n are measures from simple random walks after nn time steps, we establish the linear asymptotic formula W1 ⁣(mXn,mYn)=An+B+o(1)W_1\!\left( \mathfrak{m}_X^n, \mathfrak{m}_Y^n \right) = An + B + o(1), as nn \to \infty, and give the formulas for the coefficients AA and BB 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!

R2 v1 2026-06-24T04:23:07.452Z