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基于两种传播方式(好友传播和营销号推送)的谣言传播模型的稳定性分析和最优控制。

Stability analysis and optimal control of a rumor propagation model based on two communication modes: friends and marketing account pushing.

机构信息

College of Information Science and Engineering, Yanshan University, Qinhuangdao, Hebei, China.

Liren College of Yanshan University, Qinhuangdao, Hebei, China.

出版信息

Math Biosci Eng. 2022 Mar 2;19(5):4407-4428. doi: 10.3934/mbe.2022204.

Abstract

In addition to spreading information among friends, information can also be pushed through marketing accounts to non-friends. Based on these two information dissemination channels, this paper establishes a Susceptible-Infection-Marketing-Removed (SIMR) rumor propagation model. First, we obtain the basic reproduction number $ R_0 $ through the next generation matrix. Second, we prove that the solutions of the model are uniformly bounded and discuss asymptotically stable of the rumor-free equilibrium point and the rumor-prevailing equilibrium point. Third, we propose an optimal control strategy for rumors to control the spread of rumors in the network. Finally, the above theories are verified by numerical simulation methods and the necessary conclusions are drawn.

摘要

除了在朋友之间传播信息之外,信息还可以通过营销账号推送给非好友。基于这两种信息传播渠道,本文建立了一个易感染-感染-营销-移除(SIMR)谣言传播模型。首先,我们通过下一代矩阵得到了基本再生数$R_0$。其次,我们证明了模型的解是一致有界的,并讨论了无谣言平衡点和谣言流行平衡点的渐近稳定性。第三,我们提出了一种针对谣言的最优控制策略,以控制网络中谣言的传播。最后,通过数值模拟方法验证了上述理论,并得出了必要的结论。

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