The degree-restricted random process is far from uniform
Abstract
The degree-restricted random process is a natural algorithmic model for generating graphs with degree sequence D_n=(d_1, \ldots, d_n): starting with an empty n-vertex graph, it sequentially adds new random edges so that the degree of each vertex v_i remains at most d_i. Wormald conjectured in 1999 that, for d-regular degree sequences D_n, the final graph of this process is similar to a uniform random d-regular graph. In this paper we show that, for degree sequences D_n that are not nearly regular, the final graph of the degree-restricted random process differs substantially from a uniform random graph with degree sequence D_n. The combinatorial proof technique is our main conceptual contribution: we adapt the switching method to the degree-restricted process, demonstrating that this enumeration technique can also be used to analyze stochastic processes (rather than just uniform random models, as before).
Cite
@article{arxiv.2211.00835,
title = {The degree-restricted random process is far from uniform},
author = {Michael Molloy and Erlang Surya and Lutz Warnke},
journal= {arXiv preprint arXiv:2211.00835},
year = {2025}
}
Comments
34 pages, 3 figures. To appear in Journal of Combinatorial Theory, Series B (JCTB)