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| Review of Threshold Theoretical Analysis About Epidemic Spreading Dynamics on Complex Networks |
| LI Ruiqi1,2, WANG Wei1, SHU Panpan1, YANG Hui1, PAN Liming1, CUI Aixiang1, TANG Ming1
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1. Web Science Center, University of Electronic Science and Technology of China, Chengdu 611731, China;
2. School of Systems Science, Beijing Normal University, Beijing 100875, China |
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Abstract 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
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Received: 24 December 2014
Published: 25 February 2025
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