Recovery rate affects the effective epidemic threshold with synchronous updating
- Shu, Panpan School of Sciences, Xi'an University of Technology, Xian, China
- Wang, Wei Web Sciences Center, University of Electronic Science and Technology of China, Chengdu, China - Big Data Research Center, University of Electronic Science and Technology of China, Chengdu, China
- Tang, Ming Web Sciences Center, University of Electronic Science and Technology of China, Chengdu, China - Big Data Research Center, University of Electronic Science and Technology of China, Chengdu, China
- Zhao, Pengcheng School of Physics and Optoelectronic Engineering, Xidian University, Xian, China
- Zhang, Yi-Cheng Department of Physics, University of Fribourg, Switzerland
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01.06.2016
Published in:
- Chaos: An Interdisciplinary Journal of Nonlinear Science. - 2016, vol. 26, no. 6, p. 63108
English
Accurate identification of effective epidemic threshold is essential for understanding epidemic dynamics on complex networks. In this paper, we systematically study how the recovery rate affects the susceptible-infected-removed spreading dynamics on complex networks, where synchronous and asynchronous updating processes are taken into account. We derive the theoretical effective epidemic threshold and final outbreak size based on the edge-based compartmental theory. To validate the proposed theoretical predictions, extensive numerical experiments are implemented by using asynchronous and synchronous updating methods. When asynchronous updating method is used in simulations, recovery rate does not affect the final state of spreading dynamics. But with synchronous updating, we find that the effective epidemic threshold decreases with recovery rate, and final outbreak size increases with recovery rate. A good agreement between the theoretical predictions and the numerical results are observed on both synthetic and real-world networks. Our results extend the existing theoretical studies and help us to understand the phase transition with arbitrary recovery rate.
- Faculty
- Faculté des sciences et de médecine
- Department
- Département de Physique
- Language
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- English
- Classification
- Physics
- License
- License undefined
- Identifiers
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- RERO DOC 277434
- DOI 10.1063/1.4953661
- Persistent URL
- https://folia.unifr.ch/unifr/documents/304968
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