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Abstract:
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. (C) 2017 Elsevier B.V. All rights reserved.
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Source :
PHYSICS LETTERS A
ISSN: 0375-9601
Year: 2017
Issue: 32
Volume: 381
Page: 2578-2582
2 . 6 0 0
JCR@2022
ESI Discipline: PHYSICS;
ESI HC Threshold:158
CAS Journal Grade:3
Cited Count:
WoS CC Cited Count: 6
SCOPUS Cited Count: 8
ESI Highly Cited Papers on the List: 0 Unfold All
WanFang Cited Count:
Chinese Cited Count:
30 Days PV: 5
Affiliated Colleges: