Sudden emergence of a giant k-core in a random graph

被引:293
作者
Pittel, B
Spencer, J
Wormald, N
机构
[1] NYU,COURANT INST MATH SCI,NEW YORK,NY 10012
[2] UNIV MELBOURNE,DEPT MATH,PARKVILLE,VIC 3052,AUSTRALIA
基金
澳大利亚研究理事会;
关键词
D O I
10.1006/jctb.1996.0036
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
The k-core of a graph is the largest subgraph with minimum degree at least k. For the Erdos-Renyi random graph G(n, m) on n vertiv;es, with In edges, it is known that a giant 2-core grows simultaneously with a giant component, that is, when m is close to n/2. We show that for k greater than or equal to 3, with high probability, a giant k-core appears suddenly when m reaches c(k)n/2; here c(k) = min<(lambda>>0)lambda/pi(k)(lambda) and pi(k)(lambda) = P{Poisson(lambda) greater than or equal to k -1}. In particular, c(3) approximate to 3.35. We also demonstrate that, unlike the 2-core. when a k-core appears for the first time it is very likely to be giant, of size approximate to p(k)(lambda(k))n. Here lambda(k) is the minimum point of lambda/pi(k)(lambda) and p(k)(lambda(k))= P{Poisson(lambda(k)) greater than or equal to k}. For k = 3, for instance, the newborn 3-core contains about 0.27n vertices. Our proofs are based on the probabilistic analysis of an edge deletion algorithm that always find a k-core if the graph has one. (C) 1996 Academic Press, Inc.
引用
收藏
页码:111 / 151
页数:41
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