The dynamics and control of an ISCRM fractional-order rumor propagation model containing media reports

被引:1
|
作者
Yue, Xuefeng [1 ]
Zhu, Weiwei [1 ]
机构
[1] Univ Shanghai Sci & Technol, Business Sch, Shanghai 200093, Peoples R China
来源
AIMS MATHEMATICS | 2024年 / 9卷 / 04期
关键词
rumors propagation; fractional-order; media reports; optimal control; STABILITY ANALYSIS; SPREADING MODEL; EPIDEMIC;
D O I
10.3934/math.2024476
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
Modern social networks are especially beneficial for spreading rumors since they perform as multichannel communication platforms. The spread of false information has a detrimental impact on people, communities, and businesses. Media reports significantly affect rumor propagation by providing inhibiting factors. In this paper, we propose a new ISCRM fractional -order model to analyze the law of rumor propagation and provide appropriate control strategies. First, under fractional differential equations, the boundedness and non -negativeness of the solutions are obtained. Second, the local and global asymptotic stability of the rumor -free equilibrium and rumor -permanence equilibrium are proved. Third, employing Pontryagin's maximum principle, the conditions necessary for fractional optimum control are derived for the rumor model, and the optimal solutions are analyzed. Finally, several numerical simulations are presented to verify the accuracy of the theoretical results. For instance, while media reports can mitigate the propagation of rumors across various dynamic regions, they are unable to completely restrain rumor spread.
引用
收藏
页码:9721 / 9745
页数:25
相关论文
共 50 条
  • [1] A Deterministic and Stochastic Fractional-Order ILSR Rumor Propagation Model Incorporating Media Reports and a Nonlinear Inhibition Mechanism
    Yue, Xuefeng
    Zhu, Weiwei
    SYMMETRY-BASEL, 2024, 16 (05):
  • [2] Fractional-order rumor propagation model with memory effect
    Gao, Xu
    Liu, Fengming
    Liu, Chang
    SOCIAL NETWORK ANALYSIS AND MINING, 2022, 12 (01)
  • [3] Fractional-order rumor propagation model with memory effect
    Xu Gao
    Fengming Liu
    Chang Liu
    Social Network Analysis and Mining, 2022, 12
  • [4] Dynamic analysis of a SIDRW rumor propagation model considering the effect of media reports and rumor refuters
    Pan, Wenqi
    Yan, Weijun
    Hu, Yuhan
    He, Ruimiao
    Wu, Libing
    NONLINEAR DYNAMICS, 2023, 111 (04) : 3925 - 3936
  • [5] Dynamic analysis and optimal control of a novel fractional-order 2I2SR rumor spreading model
    Ye, Maolin
    Li, Jiarong
    Jiang, Haijun
    NONLINEAR ANALYSIS-MODELLING AND CONTROL, 2023, 28 (05): : 859 - 882
  • [6] A Fractional-Order SIR-C Cyber Rumor Propagation Prediction Model with a Clarification Mechanism
    Li, Linna
    Li, Yuze
    Zhang, Jianke
    AXIOMS, 2022, 11 (11)
  • [7] Dynamic analysis of a SIDRW rumor propagation model considering the effect of media reports and rumor refuters
    Wenqi Pan
    Weijun Yan
    Yuhan Hu
    Ruimiao He
    Libing Wu
    Nonlinear Dynamics, 2023, 111 : 3925 - 3936
  • [8] Bifurcation control for a fractional-order delayed SEIR rumor spreading model with incommensurate orders
    Maolin Ye
    Haijun Jiang
    Acta Mathematica Scientia, 2023, 43 : 2662 - 2682
  • [9] Bifurcation control for a fractional-order delayed SEIR rumor spreading model with incommensurate orders
    Ye, Maolin
    Jiang, Haijun
    ACTA MATHEMATICA SCIENTIA, 2023, 43 (06) : 2662 - 2682
  • [10] Complex dynamics of a fractional-order epidemic model with saturated media effect
    Barman, Snehasis
    Jana, Soovoojeet
    Majee, Suvankar
    Das, Dhiraj Kumar
    Kar, Tapan Kumar
    NONLINEAR DYNAMICS, 2024, 112 (20) : 18611 - 18637