Li Tingting, Guo Youming
College of Science, Guilin University of Technology, Guilin, Guangxi 541004, PR China.
Guangxi Colleges and Universities Key Laboratory of Applied Statistics, Guilin University of Technology, Guilin, Guangxi 541004, PR China.
Physica A. 2022 Nov 15;606:128134. doi: 10.1016/j.physa.2022.128134. Epub 2022 Aug 25.
Omicron, a mutant strain of COVID-19, has been sweeping the world since November 2021. A major characteristic of Omicron transmission is that it is less harmful to healthy adults, but more dangerous for people with underlying disease, the elderly, or children. To simulate the spread of Omicron in the population, we developed a new 9-dimensional mathematical model with high-risk and low-risk exposures. Then we analyzed its dynamic properties and obtain the basic reproduction number . With the data of confirmed cases from March 1, 2022 published on the official website of Shanghai, China, we used the weighted nonlinear least square estimation method to estimate the parameters, and get the basic reproduction number . Finally, we considered three control measures (isolation, detection and treatment), and studied the optimal control strategy and cost-effectiveness analysis of the model. The control strategy G is determined to be the optimal control strategy from the purpose of making fewer people infected. In strategy G, the three human control measures contain six control variables, and the control strength of these variables needs to be varied according to the pattern shown in Figure 11, so that the number of infections can be minimized and the percentage of reduction of infections can reach more than 95%.
奥密克戎是新冠病毒的一种变异毒株,自2021年11月以来一直在全球范围内肆虐。奥密克戎传播的一个主要特点是,它对健康成年人的危害较小,但对患有基础疾病的人、老年人或儿童则更危险。为了模拟奥密克戎在人群中的传播,我们开发了一种新的具有高风险和低风险暴露的九维数学模型。然后我们分析了它的动态特性并得到基本再生数 。利用中国上海官方网站公布的2022年3月1日确诊病例数据,我们采用加权非线性最小二乘估计方法估计参数,并得到基本再生数 。最后,我们考虑了三种控制措施(隔离、检测和治疗),并研究了该模型的最优控制策略和成本效益分析。从使感染人数更少的目的出发,确定控制策略G为最优控制策略。在策略G中,三种人为控制措施包含六个控制变量,这些变量的控制强度需要根据图11所示的模式进行变化,以便使感染人数最小化,感染减少百分比可以达到95%以上。