论文标题
水生疾病的最佳控制:也门霍乱疫情的案例研究
Optimal Control of Aquatic Diseases: A Case Study of Yemen's Cholera Outbreak
论文作者
论文摘要
我们提出了一个数学模型,用于用于霍乱弧菌霍乱的某些菌株的传播动力学,该模型负责人类的霍乱疾病。我们证明,当基本的繁殖数等于一个时,发生了跨临界分叉的发生,而流行的平衡会从无疾病的点中散发出来。将控制功能引入模型中,代表氯水片的分布进行水纯化。然后提出和分析一个最佳的控制问题,目的是确定应使用氯水片的易感人群的比例,以最大程度地减少新的感染总数,以及在经过考虑的时间内与氯水片分布相关的总成本。最后,我们考虑了2017年4月27日至2018年4月15日也门霍乱疫情的真实数据,选择了适合真实数据的不受控制模型的参数值。使用我们的最佳控制结果,我们从数值上表明,氯水位片的分布可能已经以快速的方式停止,这是人类历史上最糟糕的霍乱疫情。由于也门的危险情况,我们还模拟了只有一小部分易感人群可以使用氯水片并获得最佳控制溶液的情况,该溶液显着减少了在爆发时获得的最大感染性个体数量。
We propose a mathematical model for the transmission dynamics of some strains of the bacterium Vibrio cholerae, responsible for the cholera disease in humans. We prove that, when the basic reproduction number is equal to one, a transcritical bifurcation occurs for which the endemic equilibrium emanates from the disease-free point. A control function is introduced into the model, representing the distribution of chlorine water tablets for water purification. An optimal control problem is then proposed and analyzed, where the goal is to determine the fraction of susceptible individuals who should have access to chlorine water tablets in order to minimize the total number of new infections plus the total cost associated with the distribution of chlorine water tablets, over the considered period of time. Finally, we consider real data of the cholera outbreak in Yemen, from 27 April 2017 to 15 April 2018, choosing the values of the parameters of the uncontrolled model that fit the real data. Using our optimal control results, we show, numerically, that the distribution of chlorine water tablets could have stopped, in a fast way, the worst cholera outbreak that ever occurred in human history. Due to the critical situation of Yemen, we also simulate the case where only a small percentage of susceptible individuals has access to chlorine water tablets and obtain an optimal control solution that decreases, substantially, the maximum number of infective individuals attained at the outbreak.