Abstract

Given an instance of the preferential attachment graph Gn=([n],En)G_n=([n],E_n), we would like to find vertex 1, using only 'local' information about the graph; that is, by exploring the neighborhoods of small sets of vertices. Borgs et. al gave an an algorithm which runs in time O(log⁡4n)O(\log^4 n), which is local in the sense that at each step, it needs only to search the neighborhood of a set of vertices of size O(log⁡4n)O(\log^4 n). We give an algorithm to find vertex 1, which w.h.p. runs in time O(ωlog⁡n)O(ω\log n) and which is local in the strongest sense of operating only on neighborhoods of single vertices. Here ω=ω(n)ω=ω(n) is any function that goes to infinity with nn.

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