An Optimal Control Approach to Malaria Prevention via Insecticide-Treated Nets

Cristiana J. Silva, Delfim F. M. Torres
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引用次数: 19

Abstract

Malaria is a life threatening disease, entirely preventable and treatable, provided that the currently recommended interventions are properly implemented. These interventions include vector control through the use of insecticide-treated nets (ITNs). However, ITN possession is not necessarily translated into use. Human behavior change interventions, including information, education, communication (IEC) campaigns and postdistribution hang-up campaigns, are strongly recommended. In this paper, we consider a recent mathematical model for the effects of ITNs on the transmission dynamics of malaria infection, which takes into account the human behavior. We introduce in this model a supervision control, representing IEC campaigns for improving the ITN usage. We propose and solve an optimal control problem where the aim is to minimize the number of infected humans while keeping the cost as low as possible. Numerical results are provided, which show the effectiveness of the optimal control interventions.
驱虫蚊帐预防疟疾的最优控制方法
疟疾是一种威胁生命的疾病,只要适当实施目前建议的干预措施,它是完全可以预防和治疗的。这些干预措施包括通过使用驱虫蚊帐控制病媒。然而,拥有信息网络并不一定转化为使用。强烈建议采取改变人类行为的干预措施,包括信息、教育、沟通(IEC)运动和分发后的挂起活动。在本文中,我们考虑了一个考虑了人类行为的ITNs对疟疾感染传播动力学影响的最新数学模型。我们在这个模型中引入了一个监督控制,代表了改进ITN使用的IEC运动。我们提出并解决了一个最优控制问题,其目标是使感染人数最小化,同时使成本尽可能低。数值结果表明了最优控制干预的有效性。
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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