Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
5102962 | Physica A: Statistical Mechanics and its Applications | 2017 | 11 Pages |
Abstract
Multilayer network with different coupling preference is often used to study complex systems. In this paper we mainly focus on percolation-cascading process in multilayer heterogeneous networks including BA-BA, ER-ER, BA-ER. We put forward our percolation-cascading model and from calculation of Xn and Zn we can get resulting size of mutual largest component in different layers. Refer to Newman's definition of assortativity we design a stochastic structural algorithm to generate dependency edges between layers from which we get networks with different coupling coefficient. Simulation shows that assortative network in percolation-cascading process performs better and when the layers of multilayer network meet with BA network the robustness of the network increases.
Related Topics
Physical Sciences and Engineering
Mathematics
Mathematical Physics
Authors
Wang Xiao Juan, Guo Shi Ze, Jin Lei, Wang Zhen,