Hadi Musadaq A, Ali Hazem I
Control and Systems Eng. Dept., Control and Systems Eng. Dept., University of Technology, Iraq.
Biomed Signal Process Control. 2021 Feb;64:102317. doi: 10.1016/j.bspc.2020.102317. Epub 2020 Nov 4.
COVID-19 has been a worldwide concern since the outbreak. Many strategies have been involved such as suppression and mitigation strategies to deal with this epidemic. In this paper, a new mathematical-engineering strategy is introduced in order to control the COVID-19 epidemic. Thereby, control theory is involved in controlling the unstable epidemic alongside with the other suggested strategies until the vaccine will hopefully be invented as soon as possible. A new robust control algorithm is introduced to compensate the COVID-19 nonlinear system by propose a proper controller after using necessary assumptions and analysis are made. In addition, the Variable Transformation Technique (VTT) is used to simplify the COVID-19 system. Furthermore, the Most Valuable Player Algorithm (MVPA) is applied in order to optimize the parameters of the proposed controller. The simulation results are based on the daily reports of two cities Hubei (China) and Lazio (Italy) since the outbreak. It can be concluded that the proposed control algorithm can effectively compensate the COVID-19 system. In addition, it can be considered as an effective mathematical-engineering strategy to control this epidemic alongside with the other strategies.
自疫情爆发以来,新冠病毒肺炎(COVID-19)一直备受全球关注。为应对这一疫情,人们采取了多种策略,如抑制和缓解策略。本文引入了一种新的数学 - 工程策略来控制COVID-19疫情。因此,在有望尽快发明疫苗之前,控制理论与其他建议策略一起用于控制不稳定的疫情。在进行必要的假设和分析后,通过提出合适的控制器,引入了一种新的鲁棒控制算法来补偿COVID-19非线性系统。此外,使用变量变换技术(VTT)简化COVID-19系统。此外,应用最有价值球员算法(MVPA)来优化所提出控制器的参数。模拟结果基于自疫情爆发以来中国湖北和意大利拉齐奥两个城市的每日报告。可以得出结论,所提出的控制算法可以有效地补偿COVID-19系统。此外,它可被视为与其他策略一起控制这一疫情的有效数学 - 工程策略。