English

Effective resistance of random trees

Probability 2009-08-07 v2

Abstract

We investigate the effective resistance RnR_n and conductance CnC_n between the root and leaves of a binary tree of height nn. In this electrical network, the resistance of each edge ee at distance dd from the root is defined by re=2dXer_e=2^dX_e where the XeX_e are i.i.d. positive random variables bounded away from zero and infinity. It is shown that ERn=nEXe(Var(Xe)/EXe)lnn+O(1)\mathbf{E}R_n=n\mathbf{E}X_e-(\operatorname {\mathbf{Var}}(X_e)/\mathbf{E}X_e)\ln n+O(1) and Var(Rn)=O(1)\operatorname {\mathbf{Var}}(R_n)=O(1). Moreover, we establish sub-Gaussian tail bounds for RnR_n. We also discuss some possible extensions to supercritical Galton--Watson trees.

Keywords

Cite

@article{arxiv.0801.1909,
  title  = {Effective resistance of random trees},
  author = {Louigi Addario-Berry and Nicolas Broutin and Gábor Lugosi},
  journal= {arXiv preprint arXiv:0801.1909},
  year   = {2009}
}

Comments

Published in at http://dx.doi.org/10.1214/08-AAP572 the Annals of Applied Probability (http://www.imstat.org/aap/) by the Institute of Mathematical Statistics (http://www.imstat.org)

R2 v1 2026-06-21T10:02:19.691Z