Analysis of S-I-R-S model on complex network based on the continuous time Markov chain

doi:10.1109/ICCIS.2013.414

	Analysis of S-I-R-S model on complex network based on the continuous time Markov chain
	Ke, Ming; Li, Chen
	2013
会议日期	June 21, 2013 - June 23, 2013
会议地点	Shiyan, Hubei, China
关键词	Continuous time systems Markov processes Continuous time Markov chain Mean field approach Probability and statistics Propagation modeling Random fluctuation Random network models Steady-state distributions Transmission dynamics
DOI	10.1109/ICCIS.2013.414
页码	1578-1581
英文摘要	Addressing the general characteristics of random fluctuations in the propagation process, by the uniform network S-I-R-S model for research object, the paper established a random network model based on continuous time Markov chain, analyzed the steady-state threshold and critical conditions of random model, the conclusion of random network model is the same with the result of the mean-field approach. In addition, the propagation model based on continuous time Markov chain, in the description of the phenomenon of random fluctuations in the propagation process, which gives the explanation is better than the mean-field approach, and the paper provids an analysis of the behavior of the transmission dynamics of complex networks of ideas based on probability and statistics methods. © 2013 IEEE.
会议录	Proceedings - 2013 International Conference on Computational and Information Sciences, ICCIS 2013
会议录出版者	IEEE Computer Society
语种	英语
内容类型	会议论文
源URL	[http://ir.lut.edu.cn/handle/2XXMBERH/117427]
专题	计算机与通信学院外国语学院
作者单位	School of Computer and Communication, Lanzhou University of Technology, Lanzhou, China
推荐引用方式 GB/T 7714	Ke, Ming,Li, Chen. Analysis of S-I-R-S model on complex network based on the continuous time Markov chain[C]. 见:. Shiyan, Hubei, China. June 21, 2013 - June 23, 2013.