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.
引用
收藏
页数:13
相关论文
共 50 条
  • [41] Dynamical analysis of rumor spreading model in multi-lingual environment and heterogeneous complex networks
    Li, Jiarong
    Jiang, Haijun
    Mei, Xuehui
    Hu, Cheng
    Zhang, Guoliang
    INFORMATION SCIENCES, 2020, 536 : 391 - 408
  • [42] Dynamical behaviors and spatial diffusion in a psychologically realistic rumor spreading model
    Cheng, Yingying
    Huo, Liang'an
    Ma, Liang
    Guo, Hongyuan
    INTERNATIONAL JOURNAL OF MODERN PHYSICS C, 2020, 31 (02):
  • [43] Dynamical behaviors and optimal control of rumor propagation model with saturation incidence on heterogeneous networks
    Chen, Shanshan
    Jiang, Haijun
    Li, Liang
    Li, Jiarong
    CHAOS SOLITONS & FRACTALS, 2020, 140
  • [44] Dynamical analysis of a rumor spreading model with self-discrimination and time delay in complex networks
    Zhu, Linhe
    Guan, Gui
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2019, 533
  • [45] Dynamical behaviors and control measures of rumor-spreading model in consideration of the infected media and time delay
    Cheng, Yingying
    Huo, Liang'an
    Zhao, Laijun
    INFORMATION SCIENCES, 2021, 564 (564) : 237 - 253
  • [46] A Rumor Spreading Model with Control Mechanism on Social Networks
    Wang, Ya-Qi
    Yang, Xiao-Yuan
    Wang, Jing
    CHINESE JOURNAL OF PHYSICS, 2014, 52 (02) : 816 - 829
  • [47] Global dynamics analysis and control of a rumor spreading model in online social networks
    Zhu, Linhe
    Zhou, Xiao
    Li, Yimin
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2019, 526
  • [48] Stability analysis and optimal control of rumor spreading model under media coverage considering time delay and pulse vaccination
    Cheng, Yingying
    Huo, Liang'an
    Zhao, Laijun
    CHAOS SOLITONS & FRACTALS, 2022, 157
  • [49] Bifurcation Analysis of a Reaction-Diffusion Rumor Spreading Model with Nonsmooth Control
    Zhu, Linhe
    Zheng, Wenxin
    Zhang, Xuebing
    INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS, 2022, 32 (08):
  • [50] Stability, Hopf Bifurcation and Optimal Control of Multilingual Rumor-Spreading Model with Isolation Mechanism
    Yu, Shuzhen
    Yu, Zhiyong
    Jiang, Haijun
    MATHEMATICS, 2022, 10 (23)