English

Bounds on the closeness centrality of a graph

Combinatorics 2023-07-19 v2

Abstract

We present new values and bounds on the (normalised) closeness centrality CˉC\bar{\mathsf{C}}_C of connected graphs and on its product lˉCˉC\bar{l}\bar{\mathsf{C}}_C with the mean distance lˉ\bar{l} of these graphs. Our main result presents the fundamental bounds 1lˉCˉC<21\leq \bar{l}\bar{\mathsf{C}}_C<2. 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 CˉC\bar{\mathsf{C}}_C and lˉCˉC\bar{l}\bar{\mathsf{C}}_C for specific families of graphs. Elegantly and perhaps surprisingly, the asymptotic values nCˉC(Pn)n\bar{\mathsf{C}}_C\big(P_n\big) and of nCˉC(Ln)n\bar{\mathsf{C}}_C\big(L_n\big) both equal π\pi, and the asymptotic limits of lˉCˉC\bar{l}\bar{\mathsf{C}}_C for these families of graphs are both equal to π/3\pi/3. We conjecture that the set of values lˉCˉC\bar{l}\bar{\mathsf{C}}_C for all connected graphs is dense in the interval [1,2)[1,2).

Keywords

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