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Optimal Control of Cervical Cancer Model with Vaccination and Screening

机译:疫苗接种和筛选宫颈癌模型的最佳控制

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In this paper, an optimal control problem of a cervical cancer model with vaccination and screening as controls is discussed. This vaccine can stimulate the immune system to produce antibodies that can prevent the occurrence of human papillomavirus (HPV) infections, while screening is used as secondary prevention of early detection of cervical cancer cells so that treatment can begin immediately. The models were divided into two compartments, females and males. The female’s compartment consists of susceptible, vaccinated, infected, screening, cervical cancer, and recovered females. Meanwhile, the male’s compartment consists of susceptible, infected, and recovered males. The purpose of this optimal control was to minimize the number of infected females, infected males, and cervical cancer, as well as to minimize the cost of the controls. Optimal control was obtained by using the Pontryagin principle. Furthermore, an optimal control problem was solved numerically using the Forward-Backward Sweep method to determine the effect of vaccination and screening on the model. The results indicate that vaccination and screening as controls are effective in reducing the subpopulation of HPV infection, which can further reduce the occurrence of cervical cancer.
机译:本文讨论了术语,术语,术后术治疗与对照的颈癌模型的最佳控制问题。该疫苗可以刺激免疫系统,生产可以防止人乳头瘤病毒(HPV)感染的抗体,同时筛选用作宫颈癌细胞早期检测的二级预防,以便立即开始治疗。该模型分为两个隔间,女性和雄性。女性的隔间包括易感,疫苗,感染,筛选,宫颈癌和恢复的女性。与此同时,男性的隔间包括易感,感染和回收的雄性。这种最佳控制的目的是最大限度地减少感染的女性,感染的雄性和宫颈癌的数量,以及最小化对照的成本。通过使用Pontryagin原理获得最佳控制。此外,使用前后扫描方法在数值上进行了最佳控制问题,以确定疫苗接种和筛选对模型的影响。结果表明,作为对照的疫苗接种和筛选是有效地减少HPV感染的亚群,这可以进一步降低宫颈癌的发生。

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