A relatively simple model for percolation properties of real networks

作者：Fu, Tao; Zou, Liling; Li, Chenguang^*; Zhao, Junbo

来源：Physics Letters, Section A: General, Atomic and Solid State Physics , 2017, 381(32): 2578-2582.

DOI：10.1016/j.physleta.2017.06.005

• Real network
• Percolation
• Generating function
• Phase transition

Analyzing percolation rules of real networks has some great realistic significance. In this paper, we develop a relatively simple model based on generating function method to study percolation properties of real networks. We construct our model for both site and bond percolation, compare its estimates with those of the message passing algorithm and simulation results on computer-generated networks as well as practical networks, and discuss causes of the inaccuracy. The conclusions show that the accuracy of our model could be accepted though it is lower than that of the message passing algorithm and the discrepancies between the estimates of our model and the simulation values mainly come from the disagreement of those real networks with the model hypotheses.

• 出版日期2017-8-28
• 单位北方工业大学; 北京工业大学