Bounds on the closeness centrality of a graph
Abstract
We present new values and bounds on the (normalised) closeness centrality of connected graphs and on its product with the mean distance of these graphs. Our main result presents the fundamental bounds . The lower bound is tight and the upper bound is asymptotically tight. Combining the lower bound with known upper bounds on the mean distance, we find ten new lower bounds for the closeness centrality of graphs. We also present explicit expressions for and for specific families of graphs. Elegantly and perhaps surprisingly, the asymptotic values and of both equal , and the asymptotic limits of for these families of graphs are both equal to . We conjecture that the set of values for all connected graphs is dense in the interval .
Cite
@article{arxiv.2204.11283,
title = {Bounds on the closeness centrality of a graph},
author = {Thomas Britz and Xin Hu and Abdellah Islam and Hopein Christofen Tang},
journal= {arXiv preprint arXiv:2204.11283},
year = {2023}
}
Comments
13 pages, 3 figures