English

The Density Formula: One Lemma to Bound Them All

Combinatorics 2024-09-19 v3 Discrete Mathematics

Abstract

We introduce the Density Formula for (topological) drawings of graphs in the plane or on the sphere, which relates the number of edges, vertices, crossings, and sizes of cells in the drawing. We demonstrate its capability by providing several applications: we prove tight upper bounds on the edge density of various beyond-planar graph classes, including so-called kk-planar graphs with k=1,2k=1,2, fan-crossing / fan-planar graphs, kk-bend RAC-graphs with k=0,1,2k=0,1,2, quasiplanar graphs, and k+k^+-real face graphs. In some cases (11-bend and 22-bend RAC-graphs and fan-crossing / fan-planar graphs), we thereby obtain the first tight upper bounds on the edge density of the respective graph classes. In other cases, we give new streamlined and significantly shorter proofs for bounds that were already known in the literature. Thanks to the Density Formula, all of our proofs are mostly elementary counting and mostly circumvent the typical intricate case analysis found in earlier proofs. Further, in some cases (simple and non-homotopic quasiplanar graphs), our alternative proofs using the Density Formula lead to the first tight lower bound examples.

Keywords

Cite

@article{arxiv.2311.06193,
  title  = {The Density Formula: One Lemma to Bound Them All},
  author = {Michael Kaufmann and Boris Klemz and Kristin Knorr and Meghana M. Reddy and Felix Schröder and Torsten Ueckerdt},
  journal= {arXiv preprint arXiv:2311.06193},
  year   = {2024}
}

Comments

To appear in the proceedings of the 32nd International Symposium on Graph Drawing and Network Visualization (GD 2024)

R2 v1 2026-06-28T13:17:31.920Z