Optimal Control of Mathematical Model of Diphtheria Spreading

P. Amalia, S. Toaha
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引用次数: 1

Abstract

This article examines optimal control model for the spread of diphtheria disease. Diphtheria is an infectious disease caused by the bacterium Corynebacterium diphtheriae. This model is divided into six compartments, namely population of susceptibles (𝑆), population of latent (L), population of infected with symptoms (Is), population of infected without symptoms (Ia), population of recovered with full immunity (Rf) and population of recovered with partial immunity (Rp). Two optimal controls are applied in the model, namely vaccination and treatment. The problem of optimal control is solved by using Pontryagin's minimal principle, which consists in solving a set of necessary conditions that must be satisfied by the optimal control and its associated state. The numerical method used to solve the optimal control problem is the forward-backward sweep method. Based on the results of numerical simulations, both controls should be administered in large numbers and continuously since the beginning of observation in order to reduce the number of diphtheria infected population and to control the spread of diphtheria.
白喉传播数学模型的优化控制
本文探讨了白喉疾病传播的最优控制模型。白喉是一种由白喉棒状杆菌引起的传染病。该模型分为易感人群(𝑆)、潜伏人群(L)、有症状感染者(is)、无症状感染者(Ia)、完全免疫恢复人群(Rf)和部分免疫恢复人群(Rp) 6个区室。模型中应用了两个最优控制,即疫苗接种和治疗。最优控制问题是用庞特里亚金最小原理来解决的,该原理包括求解最优控制及其相关状态必须满足的一组必要条件。求解最优控制问题的数值方法是正向-反向扫描法。根据数值模拟的结果,自观察开始以来,应大量和连续地实施这两种控制,以减少白喉感染人群的数量,控制白喉的传播。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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