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Optimal control strategies for tuberculosis dynamics with exogenous reinfections in case of treatment at home and treatment in hospital

机译:在医院治疗中治疗的外源性再灌染的结核动力学的最佳控制策略

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摘要

We propose an extended mathematical model for tuberculosis dynamics including five groups as susceptible individuals, S(t); latent, infected with TB but not infectious individuals, E(t); individuals who have active TB and treated at home, I1(t); individuals who have active TB and treated in hospital I2(t) and recovered individuals R(t). We incorporate exogenous reinfection and infection of recovered individuals to extend the model. Since healthcare facilities are limited and treatment in hospital might hard to afford for the people living in resource-poor countries, being treated at home or hospital are two important cases affecting the transmission and eradication of the disease. Therefore, an optimal control problem (OCP) is constructed governed by the extended TB model where the importance of being treated at home and in hospital can be revealed and the success of the treatment can be measured mathematically in case of limited number of healthcare facilities and treatment expenses. The aim of applying optimal control strategy to this new SEIR model is to minimize the number of latent and infectious individuals as well as the cost of applying three controls, namely distancing control, u1(t); effort that prevents the failure of treatment at home for active TB infectious individuals, u2(t); and effort that prevents the failure of treatment in hospital for active TB infectious individuals, u3(t). We set two different controls u2(t) and u3(t) special to the subgroups I1(t) so that we can catch the contribution of being treated in hospital or being treated at home. While constructing the OCP, the form of the reproduction number is used so that we can construct the OCP in a way to decrease the reproduction number. In addition, local asymptotic stability of the disease-free equilibrium (DFE) point is proven with the use of the reproduction number; but, global asymptotic stability of the DFE point may not be achieved due to exogenous reinfection. It means that the disease
机译:我们为结核病动态提出了一个扩展的数学模型,包括五组易感个体,S(t);潜伏,感染结核病但不是传染性的人,E(t);有活跃的TB并在家治疗的个人I1(T);在医院I2(T)和恢复个体R(T)中有活跃的TB和治疗的个体。我们掺入外源性再感染和恢复个体的感染来扩展模型。由于医疗保健设施有限,并且在医院治疗可能很难为生活在资源贫穷国家的人们负担不起,因此在家庭或医院进行治疗是影响疾病传播和消除疾病的两个重要案例。因此,通过扩展TB模型构建最佳控制问题(OCP),其中可以揭示在家庭和医院治疗的重要性,并且可以在数学的医疗保健设施的情况下数学测量治疗的成功治疗费用。将最佳控制策略应用于这种新的SEIR模型的目的是最大限度地减少潜伏和传染性的人数以及应用三个控制的成本,即疏散控制,U1(t);努力阻止在家里治疗失败的活跃的TB传染性人员,U2(t);并努力阻止医院治疗失败的活性TB传染性人,U3(t)。我们将特殊的两个不同的控制U2(t)和U3(t)设置为子组I1(t),以便我们可以捕获在医院治疗或在家中对待的贡献。在构建OCP的同时,使用再现号的形式,使得我们可以以减少再现号码的方式构建OCP。此外,通过使用再现数证明了无疾病平衡(DFE)点的局部渐近稳定性;但是,由于外源性重新切割,DFE点的全局渐近稳定性可能无法实现。这意味着这种疾病

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