k-core organization of complex networks -: art. no. 040601

被引:536
作者
Dorogovtsev, SN [1 ]
Goltsev, AV
Mendes, JFF
机构
[1] Univ Aveiro, Dept Fis, P-3810193 Aveiro, Portugal
[2] AF Ioffe Phys Tech Inst, St Petersburg 194021, Russia
关键词
D O I
10.1103/PhysRevLett.96.040601
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
We analytically describe the architecture of randomly damaged uncorrelated networks as a set of successively enclosed substructures-k-cores. The k-core is the largest subgraph where vertices have at least k interconnections. We find the structure of k-cores, their sizes, and their birthpoints-the bootstrap percolation thresholds. We show that in networks with a finite mean number z(2) of the second-nearest neighbors, the emergence of a k-core is a hybrid phase transition. In contrast, if z(2) diverges, the networks contain an infinite sequence of k-cores which are ultrarobust against random damage.
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