Optimal control strategies for a class of vector borne diseases, exemplified by a toy model for malaria

Q2 Agricultural and Biological Sciences
S. Anita, E. Beretta, V. Capasso
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引用次数: 1

Abstract

This paper contains a unified review of a set of previous papers by the same authors concerning the mathematical modelling and control of malaria epidemics. The presentation moves from a conceptual mathematical model of malaria transmission in an homogeneous population. Among the key epidemiological features of this model, two-age-classes (child and adult) and asymptomatic carriers have been included. As possible control measures, the extra mortality of mosquitoes due to the use of long-lasting treated mosquito nets (LLINs) and Indoor Residual Spraying (IRS) have been included. By taking advantage of the natural double time scale of the parasite and the human populations, it has been possible to provide interesting threshold results. In particular, key parameters have been identified such that below a threshold level, built on these parameters, the epidemic tends to extinction, while above another threshold level it tends to a nontrivial endemic state. The above model has motivated further analysis when a spatial structure of the relevant populations is added. Inspired by the above, additional model reductions have been introduced, which make the resulting reaction-diffusion system mathematically affordable. Only the dynamics of the infected mosquitoes and of the infected humans has been included, so that a two-component reaction-diffusion system is finally taken. The spread of the disease is controlled by three actions (controls)  implemented in a subdomain of the habitat: killing mosquitoes, treating the infected humans and reducing the contact rate mosquitoes-humans.To start with, the problem of the eradicability of the disease is considered, while the cost of the controls is ignored. We prove that it is possible to decrease exponentially both the human and the vector infective population everywhere in the relevant habitat by acting only in a suitable subdomain. Later the regional control problem of reducing the total cost of the damages produced by the disease, of the controls and of the intervention in a certain subdomain is treated for the finite time horizon case. In order to take the logistic structure of the habitat into account the level set method is used as a key ingredient for describing the subregion of intervention. Here this subregion has been better characterized by both area and perimeter. The authors wish to stress that the target of this paper mainly is to attract the attention of the public health authorities towards an effective and affordable practice of implementation of possible control strategies.
一类媒介传播疾病的最优控制策略,以疟疾的玩具模型为例
本文统一审查了同一作者以前关于疟疾流行的数学建模和控制的一组论文。报告从同质人群中疟疾传播的概念数学模型出发。该模型的主要流行病学特征包括两年龄段(儿童和成人)和无症状携带者。作为可能的控制措施,已列入由于使用长效处理蚊帐和室内滞留喷洒造成的蚊子额外死亡率。通过利用寄生虫和人类种群的自然双时间尺度,有可能提供有趣的阈值结果。特别是,已经确定了一些关键参数,在这些参数的基础上,低于一个阈值水平,流行病就趋于灭绝,而高于另一个阈值水平,流行病就趋于严重的流行状态。当加入相关人口的空间结构时,上述模型激发了进一步的分析。受上述启发,引入了额外的模型缩减,这使得得到的反应-扩散系统在数学上可以承受。仅包括受感染蚊子和受感染人的动力学,因此最终采取双组分反应-扩散系统。该疾病的传播是通过在生境亚域实施的三项行动(控制)来控制的:杀死蚊子、治疗受感染的人以及降低蚊子与人的接触率。首先,考虑了疾病的可根除性问题,而忽略了控制的成本。我们证明,只要在适当的子域内采取行动,就可以在相关栖息地的任何地方以指数方式减少人类和病媒感染人口。然后,在有限时间范围的情况下,研究了降低疾病造成的损害、控制和某一子域干预的总成本的区域控制问题。为了考虑到栖息地的逻辑结构,将水平集方法作为描述干预子区域的关键因素。这一次区域在面积和周长方面都有较好的特点。作者希望强调,本文的目标主要是引起公共卫生当局的注意,以有效和负担得起的方式实施可能的控制战略。
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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来源期刊
Biomath
Biomath Agricultural and Biological Sciences-Agricultural and Biological Sciences (miscellaneous)
CiteScore
2.20
自引率
0.00%
发文量
6
审稿时长
20 weeks
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