TY - JOUR
T1 - Review of threshold theoretical analysis about epidemic spreading dynamics on complex networks
AU - Li, Ruiqi
AU - Wang, Wei
AU - Shu, Panpan
AU - Yang, Hui
AU - Pan, Liming
AU - Cui, Aixiang
AU - Tang, Ming
N1 - Publisher Copyright:
© 2016, The Journal of Agency of Complex Systems and Complexity Science. All right reserved.
PY - 2016/3/1
Y1 - 2016/3/1
N2 - In this Review, we mainly focus on solving the threshold theoretically, and introduce seven common methods, including Mean-Field theory, Pair-wise Approximation, Master equation, Generating Function, Edge Percolation, Cavity method, Edge Classification and Spectral analysis. We also summarize the difference of thresholds between the SIS and SIR model. We are aiming to provide a clear picture for beginners and a good reference for researchers.
AB - In this Review, we mainly focus on solving the threshold theoretically, and introduce seven common methods, including Mean-Field theory, Pair-wise Approximation, Master equation, Generating Function, Edge Percolation, Cavity method, Edge Classification and Spectral analysis. We also summarize the difference of thresholds between the SIS and SIR model. We are aiming to provide a clear picture for beginners and a good reference for researchers.
KW - Complex networks
KW - Epidemic spreading
KW - Outbreak threshold
KW - Theoretical analysis
UR - https://www.scopus.com/pages/publications/85009154244
U2 - 10.13306/j.1672-3813.2016.01.001
DO - 10.13306/j.1672-3813.2016.01.001
M3 - 文献综述
AN - SCOPUS:85009154244
SN - 1672-3813
VL - 13
SP - 1
EP - 39
JO - Complex Systems and Complexity Science
JF - Complex Systems and Complexity Science
IS - 1
ER -