English

The spectral degree exponent of a graph

Combinatorics 2025-02-05 v1

Abstract

We propose the spectral degree exponent as a novel graph metric. Although Hofmeister \cite{HofmeisterThesis} has studied the same metric, we generalise Hofmeister's work to weighted graphs. We provide efficient iterative formulas and bounds for the spectral degree exponent and provide highly accurate asymptotic expansions for the spectral degree exponent for several families of graphs. Furthermore, we uncover a close relation between the spectral degree exponent and the well-known degree assortativity, by showing high correlations between the two metrics in all small graphs, several random graph models and many real-world graphs.

Keywords

Cite

@article{arxiv.2502.01815,
  title  = {The spectral degree exponent of a graph},
  author = {Massimo A. Achterberg and Piet Van Mieghem},
  journal= {arXiv preprint arXiv:2502.01815},
  year   = {2025}
}

Comments

19 pages, 9 figures