English

A note on the rank of a sparse random matrix

Combinatorics 2020-02-20 v3

Abstract

Let An,m;k\mathbf{A}_{n,m;k} be a random n×mn \times m matrix with entries from some field F\mathbb{F} where there are exactly kk non-zero entries in each column, whose locations are chosen independently and uniformly at random from the set of all (nk){n \choose k} possibilities. In a previous paper (arXiv:1806.04988), we considered the rank of a random matrix in this model when the field is F=GF(2)\mathbb{F}=GF(2). In this note, we point out that with minimal modifications, the arguments from that paper actually allow analogous results when the field F\mathbb{F} is arbitrary. In particular, for any field F\mathbb{F} and any fixed k3k\geq 3, we determine an asymptotically correct estimate for the rank of An,m;k\mathbf{A}_{n,m;k} in terms of c,n,kc,n,k where m=cn/km=cn/k, and cc is a constant. This formula works even when the values of the nonzero elements are adversarially chosen. When F\mathbb{F} is a finite field, we also determine the threshold for having full row rank, when the values of the nonzero elements are randomly chosen.

Keywords

Cite

@article{arxiv.1911.09597,
  title  = {A note on the rank of a sparse random matrix},
  author = {Colin Cooper and Alan Frieze and Wesley Pegden},
  journal= {arXiv preprint arXiv:1911.09597},
  year   = {2020}
}

Comments

There is an error in the proof of the main theorem

R2 v1 2026-06-23T12:23:37.169Z