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Weighted percolation on directed networks
被引:48
|作者:
Restrepo, Juan G.
[1
]
Ott, Edward
[2
]
Hunt, Brian R.
[2
]
机构:
[1] Northeastern Univ, Boston, MA 02115 USA
[2] Univ Maryland, College Pk, MD 20742 USA
基金:
美国国家科学基金会;
关键词:
D O I:
10.1103/PhysRevLett.100.058701
中图分类号:
O4 [物理学];
学科分类号:
0702 ;
摘要:
We present and numerically test an analysis of the percolation transition for general node removal strategies valid for locally treelike directed networks. On the basis of heuristic arguments we predict that, if the probability of removing node i is p(i), the network disintegrates if p(i) is such that the largest eigenvalue of the matrix with entries A(ij)(1-p(i)) is less than 1, where A is the adjacency matrix of the network. The knowledge or applicability of a Markov network model is not required by our theory, thus making it applicable to situations not covered by previous works.
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