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Study of epidemic spreading on scale-free networks with finite maximum dissemination

Liu Zhong-Xin Chen Zeng-Qiang Yuan Zhu-Zhi Pei Wei-Dong

Study of epidemic spreading on scale-free networks with finite maximum dissemination

Liu Zhong-Xin, Chen Zeng-Qiang, Yuan Zhu-Zhi, Pei Wei-Dong
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  • Abstract views:  3294
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  • Received Date:  03 January 2008
  • Accepted Date:  27 May 2008
  • Published Online:  20 November 2008

Study of epidemic spreading on scale-free networks with finite maximum dissemination

  • 1. (1)南开大学自动化系,天津 300071; (2)南开大学自动化系,天津 300071;天津师范大学计算机与信息工程学院,天津300387

Abstract: Under the condition of infinite dissemination of the network,it has been proved that the classical epidemic models do not give epidemic thresholds in the infinite scale-free networks. That is,a disease can always propagate on the network no matter how low its spread speed. However,the ability of individuals to spread virus in many real networks is not always infinite. If the maximum dissemination of individuals in the network is set finite,then there should exist a non-zero epidemic threshold for the above epidemic models. The relations between the epidemic threshold and the maximum dissemination,the relations between the degree of infection and the maximum dissemination are discussed,meanwhile the reason why classical epidemic models always over-predict the degree of infections in real networks is explained.

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