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

Authors :
Kang, Sida
Liu, Tianhao
Liu, Hongyu
Hu, Yuhan
Hou, Xilin
Source :
PLoS ONE. 5/23/2024, Vol. 19 Issue 5, p1-35. 35p.
Publication Year :
2024

Abstract

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. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
19326203
Volume :
19
Issue :
5
Database :
Academic Search Index
Journal :
PLoS ONE
Publication Type :
Academic Journal
Accession number :
177420654
Full Text :
https://doi.org/10.1371/journal.pone.0303300