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Estimación de los parámetros de dos modelos para la dinámica del dengue y su vector en Cali, Colombia

机译:哥伦比亚卡利市两种登革热动力学模型及其参数的估计

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Dengue is a viral infection transmitted by the female Aedes aegypti mosquito that lives in all tropical and subtropical regions of the planet. In Cali, Colombia, despite the controls that health officials say they are doing, this year, there have been more than 9,000 cases of dengue, of which some have been serious and others have become lethal. For the case of dengue virus transmission, mathematical models to simulate the dynamics of the infected population, either human or mosquito or both, allow a good understanding of the dynamics of the virus, so they are a good tool for monitoring and controlling the disease. However, for this tool to be really useful in a specific case, the models must be tailored to the particular characteristics of the region where you want to use them. In this paper, we present the fitting of two mathematical models to the urban area of Cali, Colombia. Initially, based on the natural behavior of the Aedes aegypti mosquito in a region as the area of interest, we estimate some of the parameters of the models, taking into account the existing literature on this topic. Subsequently, we estimate the others parameters as the (non-linear) least squares solution that best fits the output of the models to the data of reported cases of dengue, according to the Municipal Secretary of Cali, in 2010.
机译:登革热是由埃及伊蚊(Aedes aegypti mosquito)传播的病毒感染,它生活在地球的所有热带和亚热带地区。在哥伦比亚卡利,尽管卫生官员说他们正在采取控制措施,但今年还是有9,000多例登革热病例,其中一些是严重的,另一些已经致命。对于登革热病毒的传播,通过数学模型来模拟人类或蚊子或两者的感染人群动态,可以很好地了解病毒的动态,因此它们是监测和控制疾病的良好工具。但是,为了使该工具在特定情况下真正有用,必须针对要使用它们的区域的特定特征对模型进行定制。在本文中,我们介绍了两个数学模型对哥伦比亚卡利市区的拟合。最初,基于埃及伊蚊在感兴趣区域中的自然行为,我们在考虑到有关该主题的现有文献的基础上,估计了模型的一些参数。随后,根据卡利市委书记的说法,我们估计其他参数为(非线性)最小二乘解,使模型的输出最适合所报告的登革热病例数据。

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