Sub-optimal switching with dwell time constraints for control of viral mutation

E. Hernández-Vargas, P. Colaneri, R. Middleton
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引用次数: 8

Abstract

Regulation of mutant viri is important in many disease including HIV infection. Under current multi-drug Anti-Retroviral Therapies for HIV treatment, resistant mutations and failure to regulate viral load is typically observed after approximately 6 years. When this occurs, the current therapy must be abandoned and a new therapy initiated. An alternate approach is to treat this as a switching control problem, wherein therapy may be alternated well before virological failure is observed. In this paper we extend previous work on suboptimal control of a simplified model of HIV infection with mutations. The particular extension here is to include a `dwell time' constraint on the switching actions, that is, impose a strict minimum time between altering therapy.
基于停留时间约束的次优切换控制病毒突变
突变病毒的调控在包括HIV感染在内的许多疾病中都很重要。在目前用于治疗艾滋病毒的多药物抗逆转录病毒疗法下,通常在大约6年后观察到耐药突变和无法调节病毒载量。当这种情况发生时,必须放弃当前的治疗并开始新的治疗。另一种方法是将其视为切换控制问题,在观察到病毒学失败之前,治疗可能会交替进行。在本文中,我们扩展了以前的工作在次优控制的一个简化模型的HIV感染突变。这里的特殊扩展是包括对切换动作的“停留时间”约束,也就是说,在改变治疗之间施加严格的最小时间。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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