TY - JOUR
T1 - Critical phenomena in heterogeneous k-core percolation
AU - Cellai, Davide
AU - Lawlor, Aonghus
AU - Dawson, Kenneth A.
AU - Gleeson, James P.
PY - 2013/2/21
Y1 - 2013/2/21
N2 - k-core percolation is a percolation model which gives a notion of network functionality and has many applications in network science. In analyzing the resilience of a network under random damage, an extension of this model is introduced, allowing different vertices to have their own degree of resilience. This extension is named heterogeneous k-core percolation and it is characterized by several interesting critical phenomena. Here we analytically investigate binary mixtures in a wide class of configuration model networks and categorize the different critical phenomena which may occur. We observe the presence of critical and tricritical points and give a general criterion for the occurrence of a tricritical point. The calculated critical exponents show cases in which the model belongs to the same universality class of facilitated spin models studied in the context of the glass transition.
AB - k-core percolation is a percolation model which gives a notion of network functionality and has many applications in network science. In analyzing the resilience of a network under random damage, an extension of this model is introduced, allowing different vertices to have their own degree of resilience. This extension is named heterogeneous k-core percolation and it is characterized by several interesting critical phenomena. Here we analytically investigate binary mixtures in a wide class of configuration model networks and categorize the different critical phenomena which may occur. We observe the presence of critical and tricritical points and give a general criterion for the occurrence of a tricritical point. The calculated critical exponents show cases in which the model belongs to the same universality class of facilitated spin models studied in the context of the glass transition.
UR - http://www.scopus.com/inward/record.url?scp=84874515274&partnerID=8YFLogxK
U2 - 10.1103/PhysRevE.87.022134
DO - 10.1103/PhysRevE.87.022134
M3 - Article
C2 - 23496486
AN - SCOPUS:84874515274
SN - 1539-3755
VL - 87
SP - 022134
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 - 2
M1 - 022134
ER -