English

Two faces of greedy leaf removal procedure on graphs

Physics and Society 2019-08-09 v2 Social and Information Networks

Abstract

The greedy leaf removal (GLR) procedure on a graph is an iterative removal of any vertex with degree one (leaf) along with its nearest neighbor (root). Its result has two faces: a residual subgraph as a core, and a set of removed roots. While the emergence of cores on uncorrelated random graphs was solved analytically, a theory for roots is ignored except in the case of Erd\"{o}s-R\'{e}nyi random graphs. Here we analytically study roots on random graphs. We further show that, with a simple geometrical interpretation and a concise mean-field theory of the GLR procedure, we reproduce the zero-temperature replica symmetric estimation of relative sizes of both minimal vertex covers and maximum matchings on random graphs with or without cores.

Keywords

Cite

@article{arxiv.1809.05843,
  title  = {Two faces of greedy leaf removal procedure on graphs},
  author = {Jin-Hua Zhao and Hai-Jun Zhou},
  journal= {arXiv preprint arXiv:1809.05843},
  year   = {2019}
}

Comments

39 pages, 5 figures, and 3 tables

R2 v1 2026-06-23T04:07:45.426Z