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Global rigidity of random graphs in $\mathbb{R}$

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arxiv 2401.10803 v2 pith:XB7RDIVU submitted 2024-01-19 math.CO

classification math.CO
keywords distancesmathbbpointsrandomgraphgraphsreconstructingalmost
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abstract

We investigate the problem of reconstructing a set $P\subseteq \mathbb{R}$ of distinct points, where the only information available about $P$ consists of the distances between some of the pairs of points. More precisely, we examine which properties of the graph $G$ of known distances, defined on the vertex set $P$, ensure that $P$ can be uniquely reconstructed up to isometry. We prove that as soon as the random graph process has minimum degree 2, with high probability it can reconstruct all distances within any point set in $\mathbb{R}$. This resolves a conjecture of Benjamini and Tzalik. We also study the feasibility and limitations of reconstructing the distances within almost all points using much sparser random graphs. In doing so, we resolve a question posed by Gir\~ao, Illingworth, Michel, Powierski, and Scott.

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  1. On the Rigidity of Random Graphs in high-dimensional spaces

    math.CO 2024-12 conditional novelty 7.0 of 10

    For G(n,p), the largest rigidity dimension equals the minimum degree below p = C* log n/n, and equals (1/2 + o(1))np above it, up to p = o(n^{-1/2}).

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