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On the edit distance function of the random graph

Published online by Cambridge University Press:  02 September 2021

Ryan R. Martin
Affiliation:
Department of Mathematics, Iowa State University, Ames, IA 50011-2064, USA
Alex W. N. Riasanovsky*
Affiliation:
Department of Mathematics, Iowa State University, Ames, IA 50011-2064, USA
*
*Corresponding author. Email: awnr@iastate.edu

Abstract

Given a hereditary property of graphs $\mathcal{H}$ and a $p\in [0,1]$ , the edit distance function $\textrm{ed}_{\mathcal{H}}(p)$ is asymptotically the maximum proportion of edge additions plus edge deletions applied to a graph of edge density p sufficient to ensure that the resulting graph satisfies $\mathcal{H}$ . The edit distance function is directly related to other well-studied quantities such as the speed function for $\mathcal{H}$ and the $\mathcal{H}$ -chromatic number of a random graph.

Let $\mathcal{H}$ be the property of forbidding an Erdős–Rényi random graph $F\sim \mathbb{G}(n_0,p_0)$ , and let $\varphi$ represent the golden ratio. In this paper, we show that if $p_0\in [1-1/\varphi,1/\varphi]$ , then a.a.s. as $n_0\to\infty$ ,

\begin{align*} {\textrm{ed}}_{\mathcal{H}}(p) = (1+o(1))\,\frac{2\log n_0}{n_0} \cdot\min\left\{ \frac{p}{-\log(1-p_0)}, \frac{1-p}{-\log p_0} \right\}. \end{align*}
Moreover, this holds for $p\in [1/3,2/3]$ for any $p_0\in (0,1)$ .

A primary tool in the proof is the categorization of p-core coloured regularity graphs in the range $p\in[1-1/\varphi,1/\varphi]$ . Such coloured regularity graphs must have the property that the non-grey edges form vertex-disjoint cliques.

MSC classification

Type
Paper
Copyright
© The Author(s), 2021. Published by Cambridge University Press

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Footnotes

Both authors’ research was partially supported by NSF award DMS-1839918 (RTG). Martin’s was partially supported by Simons Foundation Collaboration Grant #353292.

References

Alekseev, V. E. (1982) Hereditary classes and coding of graphs. Problemy Kibernet. 39 151164.Google Scholar
Alon, N. and Stav, U. (2008) The maximum edit distance from hereditary graph properties. J. Combin. Theory Ser. B 98 672697.10.1016/j.jctb.2007.10.001CrossRefGoogle Scholar
Alon, N. and Stav, U. (2008) What is the furthest graph from a hereditary property? Random Struct. Algor. 33 87104.Google Scholar
Balogh, J. and Martin, R. (2008) Edit distance and its computation. Electron. J. Combin. 15, Research Paper 20, 27.Google Scholar
Bollobás, B. (1988) The chromatic number of random graphs. Combinatorica 8 4955.CrossRefGoogle Scholar
Bollobás, B. and Thomason, A. (2000) The structure of hereditary properties and colourings of random graphs. Combinatorica 20 173202.Google Scholar
Brouwer, A. E. and Haemers, W. H. (2012) Spectra of Graphs . Universitext. Springer.Google Scholar
Cvetković, D., Rowlinson, P. and Simić, S. (2010) An Introduction to the Theory of Graph Spectra, Vol. 75. London Mathematical Society Student Texts. Cambridge University Press.Google Scholar
Lovász, L. (2012) Large Networks and Graph Limits, Vol. 60. American Mathematical Society Colloquium Publications. American Mathematical Society.CrossRefGoogle Scholar
Marchant, E. and Thomason, A. (2010) Extremal graphs and multigraphs with two weighted colours. In Fete of Combinatorics and Computer Science, vol. 20. Bolyai Soc. Math. Stud., pp. 239286. János Bolyai Math. Soc.CrossRefGoogle Scholar
Martin, R. R. (2016) The edit distance in graphs: methods, results, and generalizations. In Recent Trends in Combinatorics, Vol. 159. IMA Vol. Math. Appl., pp. 3162. Springer.CrossRefGoogle Scholar
Sidorenko, A. (1933) Boundedness of optimal matrices in extremal multigraph and digraph problems. Combinatorica 13 109120.CrossRefGoogle Scholar
Thomason, A. (2011) Graphs, colours, weights and hereditary properties. In Surveys in Combinatorics 2011, Vol. 392. London Math. Soc. Lecture Note Ser., pp. 333364. Cambridge Univ. Press.CrossRefGoogle Scholar