Shotgun Assembly of Erdos-Renyi Random Graphs

preprint2022arXivOpen access

Abstract

Graph shotgun assembly refers to the problem of reconstructing a graph from a collection of local neighborhoods. In this paper, we consider shotgun assembly of \ER random graphs G(n,pn)G(n, p_n), where pn=n−αp_n = n^{-α} for 0<α<10 < α< 1. We consider both reconstruction up to isomorphism as well as exact reconstruction (recovering the vertex labels as well as the structure). We show that given the collection of distance-11 neighborhoods, GG is exactly reconstructable for 0<α<130 < α< \frac{1}{3}, but not reconstructable for 12<α<1\frac{1}{2} < α< 1. Given the collection of distance-22 neighborhoods, GG is exactly reconstructable for α∈(0,12)∪(12,35)α\in \left(0, \frac{1}{2}\right) \cup \left(\frac{1}{2}, \frac{3}{5}\right), but not reconstructable for 34<α<1\frac{3}{4} < α< 1.

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