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Optimal control of dengue epidemic outbreaks under limited resources

机译:有限资源下登革热疫情的最佳控制

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In this paper, we reflect upon control intervention practices habitually exerted by healthcare authorities in tropical areas that suffer from incidental outbreaks of dengue fever, in particular, the city of Cali, Colombia. Such control interventions, principally based on the insecticide spraying, are carried out sporadically in order to overcome an ongoing epidemic or at least to reduce its size. It is worth pointing out that control actions of this type do not usually account for sufficient budget because epidemic outbreaks are difficult to predict. In practical terms, these occasional control interventions are performed by spraying, as quickly as possible, all existing stock of insecticide (regardless of its lethality) and employing all available manpower. The goal of this paper is to design better strategies for insecticide-based control actions, which are capable of preventing more human infections at no additional cost, and to reveal the obsolescence of current vector eradication practices. Our approach relies on dynamic optimization, where the number of averted human infections is maximized under budget constraint and subject to a simple dengue transmission model amended with one control variable that stands for the insecticide spraying. As a result, we obtain structurally robust control intervention policies that demonstrate better performance and higher resilience to possible budget limitations than traditional modus operandi.
机译:在本文中,我们反映了在热带地区习惯性地施加的控制干预实践,这些方法在热带地区遭受了登革热的偶然爆发,特别是Cali,哥伦比亚市。这种控制干预主要基于杀虫剂喷涂,偶尔进行,以克服持续的疫情,或者至少减少其尺寸。值得注意的是,这种类型的控制行为通常不会占足够的预算,因为流行病爆发很难预测。实际上,这些偶然的控制干预措施是通过喷洒的,尽可能快地,所有现有的杀虫剂库存(无论其杀伤力如何)并采用所有可用的人力。本文的目的是为基于杀虫剂的控制作用设计更好的策略,其能够在没有额外的成本下预防更多的人类感染,并揭示当前载体根除实践的过时。我们的方法依赖于动态优化,其中避免的人类感染的数量在预算约束下最大化,并且经过一个简单的登革传动模型,用一个控制变量代表杀虫剂喷涂。因此,我们获得了结构上强大的控制干预策略,该策略表现出比传统的Modus Operandi可能预算限制的更好的性能和更高的弹性。

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