首页|具有Logistic增长和心理作用的随机SIRS传染病模型定性分析

具有Logistic增长和心理作用的随机SIRS传染病模型定性分析

扫码查看
基于流行病受环境噪声和心理作用的影响,建立了一类具有Logistic增长和心理作用的随机SIRS传染病模型,目的在于讨论Logistic增长和心理作用对模型全局动力学的影响.首先,通过构造Lyapunov函数并利用Itô公式,证明了该模型全局正解的存在唯一性;然后,在适当的条件下,利用随机Lyapunov函数方法,应用LaSalle不变性原理得到该模型正解存在遍历平稳分布的充分条件.结果表明:环境和心理变化在一定条件下会对疾病起抑制作用.最后,通过数值模拟验证了理论结果的正确性.
Qualitative Analysis of Stochastic SIRS Epidemic Model with Logistic Growth and Psychological Effect
Based on the fact that epidemics are affected by environmental noise and psycho-logical effects,a stochastic SIRS epidemic model with Logistic growth and psychological effects is established to discuss the effects of Logistic growth and psychological effects on the global dynamics of the model.Firstly,by constructing the Lyapunov function and using the Itô for-mula,the existence and uniqueness of the global positive solution of the model are proved,and then,under appropriate conditions,by using the random Lyapunov function method,the sufficient conditions for the existence of ergodic stationary distribution of the positive solution of the model are obtained by using the LaSalle invariance principle.The results show that en-vironmental and psychological change can inhibit the disease under certain conditions.Finally,the correctness of the theoretical results is verified by numerical simulation.

SIRS epidemic modelLogistic growthpsychology effectstationary distributionergodicity

赵彦军、苏丽、孙晓辉、李文轩

展开 >

吉林外国语大学国际商学院,长春 130117

吉林大学数学学院,长春 130012

SIRS传染病模型 Logistic增长 心理作用 平稳分布 遍历性

国家自然科学基金吉林省教育厅科学技术研究项目吉林省教育科学规划课题(十四五)(2022)

11271154JJKH20231389KJGH22708

2024

工程数学学报
西安交通大学

工程数学学报

CSTPCD北大核心
影响因子:0.302
ISSN:1005-3085
年,卷(期):2024.41(3)
  • 7