TY - JOUR
T1 - Percolation in directed scale-free networks
AU - Schwartz, N.
AU - Cohen, R.
AU - ben-Avraham, D.
AU - Barabási, A. L.
AU - Havlin, S.
PY - 2002/7/26
Y1 - 2002/7/26
N2 - Many complex networks in nature have directed links, a property that affects the network’s navigability and large-scale topology. Here we study the percolation properties of such directed scale-free networks with correlated in and out degree distributions. We derive a phase diagram that indicates the existence of three regimes, determined by the values of the degree exponents. In the first regime we regain the known directed percolation mean field exponents. In contrast, the second and third regimes are characterized by anomalous exponents, which we calculate analytically. In the third regime the network is resilient to random dilution, i.e., the percolation threshold is [formula presented].
AB - Many complex networks in nature have directed links, a property that affects the network’s navigability and large-scale topology. Here we study the percolation properties of such directed scale-free networks with correlated in and out degree distributions. We derive a phase diagram that indicates the existence of three regimes, determined by the values of the degree exponents. In the first regime we regain the known directed percolation mean field exponents. In contrast, the second and third regimes are characterized by anomalous exponents, which we calculate analytically. In the third regime the network is resilient to random dilution, i.e., the percolation threshold is [formula presented].
UR - http://www.scopus.com/inward/record.url?scp=41349101495&partnerID=8YFLogxK
U2 - 10.1103/PhysRevE.66.015104
DO - 10.1103/PhysRevE.66.015104
M3 - Article
AN - SCOPUS:41349101495
SN - 1063-651X
VL - 66
JO - Physical Review E - Statistical Physics, Plasmas, Fluids, and Related Interdisciplinary Topics
JF - Physical Review E - Statistical Physics, Plasmas, Fluids, and Related Interdisciplinary Topics
IS - 1
ER -