Sandwiching random regular graphs between binomial random graphs

Kim and Vu made the following conjecture ({\em Advances in Mathematics}, 2004): if $d\gg \log n$, then the random $d$-regular graph $G(n,d)$ can asymptotically almost surely be "sandwiched" between $G(n,p_1)$ and $G(n,p_2)$ where $p_1$ and $p_2$ are both $(1+o(1))d/n$. They proved this conjecture for $\log n\ll d\le n^{1/3-o(1)}$, with a defect in the sandwiching: $G(n,d)$ contains $G(n,p_1)$ perfectly, but is not completely contained in $G(n,p_2)$. Recently, the embedding $G(n,p_1) \subseteq G(n,d)$ was improved by Dudek, Frieze, Rucinski and Sileikis to $d=o(n)$. In this paper, we prove Kim-Vu's sandwich conjecture, with perfect containment on both sides, for all $d\gg n/\sqrt{\log n}$. For $d=O(n/\sqrt{\log n})$, we prove a weaker version of the sandwich conjecture with $p_2$ approximately equal to $(d/n)\log n$ and without any defect. In addition to sandwiching random regular graphs, our results cover random graphs whose degrees are asymptotically equal. The proofs rely on estimates for the probability that a random factor of a pseudorandom graph contains a given edge, which is of independent interest. As applications, we obtain new results on the properties of random graphs with given near-regular degree sequences, including the Hamiltonicity and the universality. We also determine several graph parameters in these random graphs, such as the chromatic number, the small subgraph counts, the diameter, and the independence number. We are also able to characterise many phase transitions in edge percolation on these random graphs, such as the threshold for the appearance of a giant component.

[1]  Michael Mitzenmacher,et al.  Parallel peeling algorithms , 2013, SPAA.

[2]  C. McDiarmid Concentration , 1862, The Dental register.

[3]  Benny Sudakov,et al.  The phase transition in random graphs: A simple proof , 2012, Random Struct. Algorithms.

[4]  Alan M. Frieze,et al.  Random Regular Graphs of Non-Constant Degree: Connectivity and Hamiltonicity , 2002, Combinatorics, Probability and Computing.

[5]  Nobutaka Shimizu,et al.  The Diameter of Dense Random Regular Graphs , 2018, SODA.

[6]  Allan Sly,et al.  Random graphs with a given degree sequence , 2010, 1005.1136.

[7]  B. Bollobás,et al.  Cliques in random graphs , 1976, Mathematical Proceedings of the Cambridge Philosophical Society.

[8]  Yuval Peres,et al.  Critical percolation on random regular graphs , 2007, Random Struct. Algorithms.

[9]  Domingos Dellamonica,et al.  An Improved Upper Bound on the Density of Universal Random Graphs , 2012, LATIN.

[10]  Andrzej Ruciflski When are small subgraphs of a random graph normally distributed , 1988 .

[11]  Brendan D. McKay,et al.  Asymptotic Enumeration by Degree Sequence of Graphs of High Degree , 1990, Eur. J. Comb..

[12]  L. Isserlis ON A FORMULA FOR THE PRODUCT-MOMENT COEFFICIENT OF ANY ORDER OF A NORMAL FREQUENCY DISTRIBUTION IN ANY NUMBER OF VARIABLES , 1918 .

[13]  Béla Bollobás Random Graphs: Models of Random Graphs , 2001 .

[14]  E. Upfal,et al.  On factors in random graphs , 1981 .

[15]  F. Benaych-Georges,et al.  Spectral radii of sparse random matrices , 2017, 1704.02945.

[16]  Van H. Vu,et al.  Spectral norm of random matrices , 2005, STOC '05.

[17]  Remco van der Hofstad,et al.  Counting Triangles in Power-Law Uniform Random Graphs , 2020, Electron. J. Comb..

[18]  Béla Bollobás,et al.  The Diameter of Random Graphs , 1981 .

[19]  Béla Bollobás,et al.  The chromatic number of random graphs , 1988, Comb..

[20]  Madhav Desai,et al.  A characterization of the smallest eigenvalue of a graph , 1994, J. Graph Theory.

[21]  B. Bollobás The evolution of random graphs , 1984 .

[22]  Benny Sudakov,et al.  Random regular graphs of high degree , 2001, Random Struct. Algorithms.

[23]  P. Erdos,et al.  On the evolution of random graphs , 1984 .

[24]  Andrzej Dudek,et al.  Embedding the Erdős-Rényi hypergraph into the random regular hypergraph and Hamiltonicity , 2015, J. Comb. Theory, Ser. B.

[25]  J. H. Kima Sandwiching random graphs : universality between random graph models , 2002 .

[26]  Brendan D. McKay,et al.  Subgraphs of Dense Random Graphs with Specified Degrees , 2010, Combinatorics, Probability and Computing.

[27]  Brendan D. McKay,et al.  Complex martingales and asymptotic enumeration , 2016, Random Struct. Algorithms.

[28]  Bruce A. Reed,et al.  A Critical Point for Random Graphs with a Given Degree Sequence , 1995, Random Struct. Algorithms.

[29]  Alan M. Frieze,et al.  Random graphs , 2006, SODA '06.

[30]  Béla Bollobás,et al.  A Probabilistic Proof of an Asymptotic Formula for the Number of Labelled Regular Graphs , 1980, Eur. J. Comb..

[31]  Brendan D. McKay,et al.  Subgraphs of random graphs with specified degrees , 2011 .

[32]  Alexander I. Barvinok,et al.  The number of graphs and a random graph with a given degree sequence , 2010, Random Struct. Algorithms.

[33]  Nicholas Wormald,et al.  Enumeration of graphs with a heavy-tailed degree sequence , 2014, 1404.1250.

[34]  Pu Gao Analysis of the parallel peeling algorithm: a short proof , 2014 .

[35]  Alan M. Frieze,et al.  On the independence number of random graphs , 1990, Discret. Math..