Moment criterion conjecture for ultra-small distances

From papers

Let Gn\mathbb{G}_n and the uniformly chosen vertices Un,1,Un,2U_{n,1},U_{n,2} be as in Theorem

, and let $D$ denote the limiting degree distribution. **Moment criterion conjecture.** Under the assumptions of Theorem

, there is a constant ε(0,1)\varepsilon_{\ast}\in(0,1) depending on the model parameters such that, for any ε>ε\varepsilon>\varepsilon_{\ast}, if E[D2ε]=\mathbb{E}[D^{2-\varepsilon}]=\infty, then there is a constant C(α,d)>0C(\alpha,d)>0 such that

P(dGn(Un,1,Un,2)<C(α,d)loglognUn,1 and Un,2 are connected in Gn)1,\mathbb{P}\left(d_{\mathbb{G}_n}(U_{n,1},U_{n,2})<C(\alpha,d)\log\log n\mid U_{n,1}\text{ and }U_{n,2}\text{ are connected in }\mathbb{G}_n\right)\to1,

as nn\to\infty. This conjecture proposes that divergence of a sufficiently low-order moment universally implies ultra-small, doubly logarithmic distances; the source notes that this behavior is observed for a special class of models, whereas larger-than-doubly-logarithmic distances can also occur when the second moment is infinite.

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Sources & referencesView supporting material

Primary source

Remco van der Hofstad, Pim van der Hoorn and Neeladri Maitra, “Local limits of spatial inhomogeneous random graphs”, arXiv:2107.08733 (2022).

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