A STUDY OF INFLAMMATION IMMUNIZATION STRATEGY IN WEIGHTED COMPLEX NETWORK
The problem of epidemic spreading has been widely studied by scientists from various fields,so the corresponding immunization strategy is also been extensively concerned.But the traditional immunization behaviors are performed by deleting edges in the network,which causes changes of the network structure and then possibly severe damage to the network efficiency.In this paper we studied a novel inflammation immunization strategy in weighted network by reducing the edge weight to suppress the spreading of the epidemic while maintain necessary network efficiency.It likes the situation when one place of our body is infected,inflammation occurs around the infected point to prevent the infection going widely,but it does not damage the body function.So we call the new strategy as inflammation immunization strategy.Using the SI epidemic spreading model,we set the transmission rate to be in proportion to the edge weight.Further we give the detailed dynamic evolution for the infected nodes which facilitates an effective epidemic control.The theoretical analysis and simulation results show that the inflammation immunization strategy can effectively prevent epidemic spreading while maintain a high efficiency of the network.
complex network epidemic spreading immunization SI model inflammation immunization
Hui-Jia Li Chi Zhang Xiang-Sun Zhang
School of Management Science and Engineering, Central University of Finance andEconomics, Beijing 10 School of Computer Science, Sichuan University, Chengdu 610021, Sichuan, China Academy of Mathematics and Systems Science, Chinese Academy of Sciences, Beijing100190, China;Nation
国际会议
11th International Symposium on Operations Research and its Applications(第11届运筹学及其应用国际研讨会)
安徽黄山
英文
194-200
2013-08-23(万方平台首次上网日期,不代表论文的发表时间)