Dynamic analysis and optimal control of stochastic information cross-dissemination and variation model with random parametric perturbations

被引:1
|
作者
Kang, Sida [1 ]
Liu, Tianhao [2 ]
Liu, Hongyu [1 ]
Hu, Yuhan [3 ]
Hou, Xilin [1 ]
机构
[1] Univ Sci & Technol Liaoning, Sch Business Adm, Anshan, Liaoning, Peoples R China
[2] Liaoning Univ, Asia Australia Business Coll, Shenyang, Liaoning, Peoples R China
[3] Univ Sci & Technol Liaoning, Sch Sci, Anshan, Liaoning, Peoples R China
来源
PLOS ONE | 2024年 / 19卷 / 05期
关键词
SIRS EPIDEMIC MODEL; STATIONARY DISTRIBUTION; STABILITY;
D O I
10.1371/journal.pone.0303300
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Information dissemination has a significant impact on social development. This paper considers that there are many stochastic factors in the social system, which will result in the phenomena of information cross-dissemination and variation. The dual-system stochastic susceptible-infectious-mutant-recovered model of information cross-dissemination and variation is derived from this problem. Afterward, the existence of the global positive solution is demonstrated, sufficient conditions for the disappearance of information and its stationary distribution are calculated, and the optimal control strategy for the stochastic model is proposed. The numerical simulation supports the results of the theoretical analysis and is compared to the parameter variation of the deterministic model. The results demonstrate that cross-dissemination of information can result in information variation and diffusion. Meanwhile, white noise has a positive effect on information dissemination, which can be improved by adjusting the perturbation parameters.
引用
收藏
页数:35
相关论文
共 50 条
  • [11] Stability analysis of a SIR epidemic model with random parametric perturbations
    Bobryk, R., V
    CHAOS SOLITONS & FRACTALS, 2021, 143 (143)
  • [13] Dynamic analysis and optimal control of a stochastic COVID-19 model
    Zhang, Ge
    Li, Zhiming
    Din, Anwarud
    Chen, Tao
    MATHEMATICS AND COMPUTERS IN SIMULATION, 2024, 215 : 498 - 517
  • [14] Stochastic optimal control analysis of a piezoelectric shell subjected to stochastic boundary perturbations
    Ying, Z. G.
    Feng, J.
    Zhu, W. Q.
    Ni, Y. Q.
    SMART STRUCTURES AND SYSTEMS, 2012, 9 (03) : 231 - 251
  • [15] Stochastic Comparisons and Dynamic Information of Random Lifetimes in a Replacement Model
    Di Crescenzo, Antonio
    Di Gironimo, Patrizia
    MATHEMATICS, 2018, 6 (10)
  • [16] STOCHASTIC DYNAMICS AND SURVIVAL ANALYSIS OF A CELL POPULATION MODEL WITH RANDOM PERTURBATIONS
    Anton, Cristina
    Yong, Alan
    MATHEMATICAL BIOSCIENCES AND ENGINEERING, 2018, 15 (05) : 1077 - 1098
  • [17] Effective information for offline stochastic feedback and optimal control of dynamic systems
    Herbon, A
    Khmelnitsky, E
    Blanchini, F
    JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS, 2003, 116 (02) : 283 - 310
  • [18] Parametric Identification of Stochastic Dynamic Model of Human Visuomotor Tracking Control
    Matsumoto, Shigeki
    Yoshida, Katsutoshi
    2015 IEEE/SICE INTERNATIONAL SYMPOSIUM ON SYSTEM INTEGRATION (SII), 2015, : 564 - 568
  • [19] Effective Information for Offline Stochastic Feedback and Optimal Control of Dynamic Systems
    A. Herbon
    E. Khmelnitsky
    F. Blanchini
    Journal of Optimization Theory and Applications, 2003, 116 : 283 - 310
  • [20] Dynamics analysis and optimal control study of uncertain information dissemination model triggered after major emergencies
    Li, Bowen
    Li, Hua
    Sun, Qiubai
    Lv, Rongjian
    Yan, Huining
    Frontiers in Physics, 2024, 12