疟疾及其并发症的最优控制分析

IF 3.3 Q2 MULTIDISCIPLINARY SCIENCES
Bereket Hido Wako , Mohammed Yiha Dawed , Legesse Lemecha Obsu
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引用次数: 0

摘要

疟疾是一种由疟原虫引起的传染病。它仍然是全世界最威胁生命的病媒传播疾病之一。危及生命的并发症进一步加重了疾病负担,对治疗能力往往饱和的卫生保健系统构成重大挑战。这项研究通过明确地将疟疾引起的并发症纳入一个具有现实饱和治疗功能的最优控制框架,从而提高了以前的疟疾建模研究。它具体解决了在资源有限的情况下设计具有成本效益的干预策略以尽量减少感染数量和相关并发症的问题。为了解决这个问题,我们应用稳定性和分岔分析来建立疾病持续性的阈值条件。然后利用庞特里亚金最小值原理将模型扩展为最优控制框架。结果表明,饱和处理显著降低了采收率。数值模拟表明,时变控制策略显著影响不同参数情景下的疟疾动态。有效性分析表明,同时实施多种控制措施是减少疟疾负担的最有效战略。优先门诊治疗结合杀虫剂喷洒提供了一种经济可行的方法,特别是在资源有限的情况下。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Optimal control analysis of malaria and its associated complications
Malaria is an infectious disease caused by a Plasmodium parasite. It remains one of the most life-threatening vector-borne diseases worldwide. The disease burden is further exacerbated by life-threatening complications which poses a significant challenge to healthcare systems, where treatment capacity is often saturated. This study advances previous malaria modelling research by explicitly incorporating malaria-induced complications into an optimal control framework with a realistic saturated treatment function that captures healthcare resource limitations. It specifically addresses the problem of designing cost-effective intervention strategies that minimise both the number of infections and the associated complications under resource constraints. To solve this, we applied stability and bifurcation analyses to establish threshold conditions for disease persistence. The study then extended the model into an optimal control framework using Pontryagin’s minimum principle. The results show that saturated treatment significantly reduces recovery. Numerical simulations demonstrate the time-dependent control strategies significantly influence malaria dynamics across different parameter scenarios. Effectiveness analysis indicates that simultaneous implementation of multiple control measures is the most efficient strategy to reduce the malaria burden. Prioritising outpatient treatment combined with insecticide spraying provides an economically viable approach, particularly in resource-limited settings.
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来源期刊
Scientific African
Scientific African Multidisciplinary-Multidisciplinary
CiteScore
5.60
自引率
3.40%
发文量
332
审稿时长
10 weeks
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