Abstract
The k-core of a graph is the largest subgraph with minimum degree at least k. For the Erdos-Rényi random graph G(n, m) on n vertives, with m 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 ≥ 3, with high probability, a giant k-core appears suddenly when m reaches ckn/2; here ck = minλ>0 λ/πk(λ) and πk(λ) = P{Poisson(λ)≥k-1}. In particular, c3≈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 ≈pk(λk)n. Here λk is the minimum point of λ/πk(λ) and pk(λk) = P{Poisson(λk)≥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.
Original language | English (US) |
---|---|
Pages (from-to) | 111-151 |
Number of pages | 41 |
Journal | Journal of Combinatorial Theory. Series B |
Volume | 67 |
Issue number | 1 |
DOIs | |
State | Published - May 1996 |
ASJC Scopus subject areas
- Theoretical Computer Science
- Discrete Mathematics and Combinatorics
- Computational Theory and Mathematics