Exponentially many graphs are determined by their spectrum
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 -vertex graphs which are determined by their spectrum converges to as . In this paper we make a step towards this conjecture, showing that there are exponentially many -vertex graphs which are determined by their spectrum. This improves on previous bounds (of shape ). We also propose a number of further directions of research.
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