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SODA2020顶会

Sandwiching random regular graphs between binomial random graphs

Pu Gao, Mikhail Isaev, Brendan D. McKay

2020年份
17被引次数

摘要

Kim and Vu made the following conjecture (Advances in Mathematics, 2004): if d ≫ 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 ≪ d 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 ) ⊆ G(n, d) was improved by Dudek, Frieze, Ruciński and Šileikis to d = o(n). In this paper, we prove Kim-Vu's sandwich conjecture, with perfect containment on both sides, for all d ≫ n/ √ log n. For d = O(n/ √ log n), we prove a weaker version of the sandwich conjecture with p 2 approximately equal to (d/n) log n, without any defect. In addition to sandwiching regular graphs, our results cover 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 Hamiltonicity and universality in subgraph containment. We also determine several graph parameters in these random graphs, such as the chromatic number, 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.

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