Youssef Hamdy, Alghamdi Najat, Ezzat Magdy A, El-Bary Alaa A, Shawky Ahmed M
Mechanical Engineering Department, College of Engineering and Islamic Architecture, Umm Al-Qura University, Makkah, Saudi Arabia.
Department of Mathematics, Faculty of Applied Science, Umm Al-Qura University, Makkah, Saudi Arabia.
Infect Dis Model. 2021;6:678-692. doi: 10.1016/j.idm.2021.04.005. Epub 2021 Apr 18.
This article attempts to establish a mathematical epidemic model for the outbreak of the new COVID-19 coronavirus. A new consideration for evaluating and controlling the COVID-19 outbreak will be constructed based on the SEIQR Pandemic Model. In this paper, the real data of COVID-19 spread in Saudi Arabia has been used for the mathematical model and dynamic analyses. Including the new reproductive number and detailed stability analysis, the dynamics of the proposed SEIQR model have been applied. The local sensitivity of the reproduction number has been analyzed. The domain of solution and equilibrium based on the SEIQR model have been proved using a Jacobian linearization process. The state of equilibrium and its significance have been proved, and a study of the integrity of the disease-free equilibrium has been carried out. The Lyapunov stability theorem demonstrated the global stability of the current model equilibrium. The SEIQR model has been numerically validated and projected by contrasting the results from the SEIQR model with the actual COVID-19 spread data in Saudi Arabia. The result of this paper shows that the SEIQR model is a model that is effective in analyzing epidemic spread, such as COVID-19. At the end of the study, we have implemented the protocol which helped the Saudi population to stop the spread of COVID-19 rapidly.
本文试图建立一个针对新型新冠病毒(COVID-19)爆发的数学流行病模型。基于SEIQR大流行模型,将构建一个用于评估和控制COVID-19爆发的新考量因素。在本文中,沙特阿拉伯COVID-19传播的实际数据已被用于数学模型和动态分析。包括新的再生数和详细的稳定性分析,所提出的SEIQR模型的动态特性已得到应用。已分析了再生数的局部敏感性。基于SEIQR模型的解域和平衡点已通过雅可比线性化过程得到证明。已证明了平衡点的状态及其意义,并对无病平衡点的完整性进行了研究。李雅普诺夫稳定性定理证明了当前模型平衡点的全局稳定性。通过将SEIQR模型的结果与沙特阿拉伯COVID-19的实际传播数据进行对比,对SEIQR模型进行了数值验证和预测。本文结果表明,SEIQR模型是一个在分析诸如COVID-19等流行病传播方面有效的模型。在研究结束时,我们实施了相关方案,该方案帮助沙特民众迅速阻止了COVID-19的传播。