Ramanujan Institute for Advanced Study in Mathematics, University of Madras, Chennai 600005, Tamil Nadu, India.
Ramanujan Institute for Advanced Study in Mathematics, University of Madras, Chennai 600005, Tamil Nadu, India.
Gene. 2024 Sep 5;922:148554. doi: 10.1016/j.gene.2024.148554. Epub 2024 May 13.
In this study, a latest version of COVID-19 pandemic is hand overed. A Stochastic post COVID-19 delayed model is developed to explore the spread of COVID-19 as well as omicron variant with the correlation of heart attack. This article provides an eradication of the COVID-19 and omicron variant as well as the population who have heart attack after post COVID-19 of these epidemic diseases. Then the existence and uniqueness of global positive solution are studied. Ensuing, In this article, we classify COVID-19 virus and omicron variant which go to extinction and become persistent in mean. By using Lyapunov function, the existence of ergodic stationary distribution are established. Later from the persistent disease as well as extinction, heart disease are ready to develop in the human body. By Eventually, an optimal control strategies are introduced in the form of stochastic post COVID-19 delayed model to control two different types of virus. Finally, the numerical simulation are presented to determine the behavior of dynamical system by utilizing the real data of United Kingdom.
在本研究中,我们提供了最新版本的 COVID-19 大流行数据。我们建立了一个随机的后 COVID-19 延迟模型,以探讨 COVID-19 以及与心脏病发作相关的 omicron 变体的传播。本文旨在消除 COVID-19 和 omicron 变体以及大流行后患有心脏病的人群。然后研究了全局正解的存在性和唯一性。接着,我们对 COVID-19 病毒和 omicron 变体进行了分类,这些病毒要么灭绝,要么持续存在。通过使用李雅普诺夫函数,我们建立了遍历平稳分布的存在性。随后,从持续存在的疾病以及灭绝的角度来看,心脏病很容易在人体中发展。最后,我们引入了一种最优控制策略,以随机的后 COVID-19 延迟模型的形式控制两种不同类型的病毒。最后,通过利用英国的实际数据,给出了数值模拟结果,以确定动力学系统的行为。