English

Exponentially many graphs are determined by their spectrum

Combinatorics 2024-11-19 v2 Spectral Theory

Abstract

As a discrete analogue of Kac's celebrated question on "hearing the shape of a drum", and towards a practical graph isomorphism test, it is of interest to understand which graphs are determined up to isomorphism by their spectrum (of their adjacency matrix). A striking conjecture in this area, due to van Dam and Haemers, is that "almost all graphs are determined by their spectrum", meaning that the fraction of unlabelled nn-vertex graphs which are determined by their spectrum converges to 11 as nn\to\infty. In this paper we make a step towards this conjecture, showing that there are exponentially many nn-vertex graphs which are determined by their spectrum. This improves on previous bounds (of shape ecne^{c\sqrt{n}}). We also propose a number of further directions of research.

Keywords

Cite

@article{arxiv.2309.09788,
  title  = {Exponentially many graphs are determined by their spectrum},
  author = {Illya Koval and Matthew Kwan},
  journal= {arXiv preprint arXiv:2309.09788},
  year   = {2024}
}

Comments

26 pages, 5 figures

R2 v1 2026-06-28T12:24:50.270Z