How Inhomogeneous Site Percolation Works on Bethe Lattices: Theory and Application

作者：Ren, Jingli^*; Zhang, Liying; Siegmund, Stefan

来源：Scientific Reports, 2016, 6(1): 22420.

DOI：10.1038/srep22420

• SENSITIVITY ANALYSIS

Inhomogeneous percolation, for its closer relationship with real-life, can be more useful and reasonable than homogeneous percolation to illustrate the critical phenomena and dynamical behaviour of complex networks. However, due to its intricacy, the theoretical framework of inhomogeneous percolation is far from being complete and many challenging problems are still open. In this paper, we first investigate inhomogeneous site percolation on Bethe Lattices with two occupation probabilities, and then extend the result to percolation with m occupation probabilities. The critical behaviour of this inhomogeneous percolation is shown clearly by formulating the percolation probability P-infinity (p) with given occupation probability p, the critical occupation probability p(c) = sup{p vertical bar P-infinity (p) = 0}, and the average cluster size chi(p) where p is subject to P-infinity (p) = 0. Moreover, using the above theory, we discuss in detail the diffusion behaviour of an infectious disease (SARS) and present specific disease-control strategies in consideration of groups with different infection probabilities.

• 出版日期2016-3-1
• 单位郑州大学