Department of Ecology and Evolutionary Biology, University of Kansas, USA.
Department of Mathematics, City University of Science and Information Technology, 25000, KP, Pakistan.
Math Biosci. 2018 Nov;305:102-121. doi: 10.1016/j.mbs.2018.09.007. Epub 2018 Sep 13.
This paper presents a deterministic model for dengue virus transmission. The model is parameterized using data from the 2017 dengue outbreak in Pakistan. We estimated the basic reproduction number (R) without any interventions for the 2017 dengue outbreak in Peshawar district of Pakistan as R≈2.64, the distribution of the reproduction number lies in the range R∈[1.21,5.24] (with a mean R≈2.64). Optimal control theory is then applied to investigate the optimal strategy for curtailing the spread of the disease using two time-dependent control variables determined from sensitivity analysis. These control variables are insecticide use and vaccination. The results show that the two controls avert the same number of infections in the district regardless of the weights on the costs this is due to the reciprocal relationship between the cost of insecticide use and vaccination. A strong reciprocal relationship exists between the use of insecticide and vaccination; as the cost of insecticide increases the use of vaccination increases. The use of insecticide on the other hand slightly increases when vaccination level decreases due to increase in cost.
本文提出了一个登革热病毒传播的确定性模型。该模型使用来自巴基斯坦 2017 年登革热疫情的数据进行参数化。我们估计了 2017 年巴基斯坦白沙瓦地区登革热疫情的基本繁殖数(R),在没有任何干预的情况下,R≈2.64,繁殖数的分布范围为 R∈[1.21,5.24](平均值 R≈2.64)。然后,我们应用最优控制理论来研究使用从敏感性分析中确定的两个时变控制变量来限制疾病传播的最佳策略。这两个控制变量是杀虫剂的使用和疫苗接种。结果表明,无论成本权重如何,这两种控制措施在该地区都能避免相同数量的感染,这是由于杀虫剂使用和疫苗接种的成本之间存在相互关系。杀虫剂的使用和疫苗接种之间存在强烈的相互关系;随着杀虫剂使用成本的增加,疫苗接种的使用也会增加。另一方面,由于成本增加,疫苗接种水平下降,杀虫剂的使用量略有增加。