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An impulse fumigation scenario to control dengue spreads

机译:控制登革热蔓延的冲动熏蒸场景

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Dengue fever is a disease caused by the bite of female Aedes aegypti mosquito which is infected by one of the four dengue viruses, namely DEN-1, DEN-2, DEN-3 or DEN-4. The disease has become a major priority of the WHO in recent years. Many efforts can be made to prevent dengue disease spreads. One of the efforts is to use fumigation to reduce the adult mosquito population. Unfortunately, fumigation intervention has many challenges. One of them is the budget limitation. To accomodate this problem, the optimal control theory will be implemented into the model of dengue disease spreads with fumigation intervention as the control variable. The purpose of this optimal control is to reduce the number of infected individuals and minimize the intervention cost. Characteristics of the optimal control is obtained by applying the Pontryagin principle. Furthermore, the optimal system is solved numerically by the Runge-Kutta method and the Gradient Descent method for the convergence criteria. It should be highlighted that the intervention (optimal control result) will be characterized as an impuls function to mimic the possibility of several strategies that might be implemented in the field.
机译:登革热是一种由雌性AEDES含有含有四种登革热病毒之一感染的雌性AEDES蚊虫引起的疾病,即DEN-1,DEN-2,DEN-3或DEN-4。疾病已成为近年来世卫组织的主要优先事项。可以做出许多努力,以防止登革热病传播。其中一个努力是使用熏蒸来减少成年蚊虫人口。不幸的是,熏蒸干预有很多挑战。其中一个是预算限制。为了满足这个问题,最佳控制理论将实施到登革热疾病的模型中,用熏蒸干预作为控制变量。这种最佳控制的目的是减少受感染的个体的数量,并最大限度地减少干预成本。通过施加Pontryagin原理获得最佳控制的特征。此外,最佳系统通过径g-Kutta方法和梯度下降方法来数量解决,以及收敛标准。应该强调的是,干预(最佳控制结果)将被称为模拟可能在现场实施的几种策略可能性的脉冲功能。

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