Dynamical behavior and optimal impulse control analysis of a stochastic rumor spreading model

被引:0
|
作者
Huo, Liang'an [1 ]
Chen, Xiaomin [1 ]
机构
[1] Univ Shanghai Sci & Technol, Business Sch, Shanghai 200093, Peoples R China
基金
上海市自然科学基金; 中国国家自然科学基金;
关键词
rumor spreading; stochastic process; optimal impulse control; education mechanism; refutation mechanism; EPIDEMIC MODEL; VACCINATION; STABILITY; MEDIA;
D O I
10.1088/1674-1056/ac98fb
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
The Internet era has brought great convenience to our life and communication. Meanwhile, it also makes a bunch of rumors propagate faster and causes even more harm to human life. Therefore, it is necessary to perform effective control mechanisms to minimize the negative social impact from rumors. Thereout, firstly, we formulate a rumor spreading model considering psychological factors and thinking time, then, we add white noise (i.e., stochastic interference) and two pulse control strategies which denote education mechanism and refutation mechanism into the model. Secondly, we obtain the global positive solutions and demonstrate the global exponential stability of the unique positive periodic rumor-free solution. Thirdly, we discuss the extinction and persistence of rumor. Moreover, we use Pontriagin's minimum principle to explore the optimal impulse control. Finally, several numerical simulations are carried out to verify the effectiveness and availability of the theoretical analysis. We conclude that the pulse control strategies have a great influence on controlling rumor spreading, and different control strategies should be adopted under different transmission scenarios.
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页数:13
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