Fractional optimal control problem modeling bovine tuberculosis and rabies co-infection

IF 3.2 Q3 Mathematics
Boubacar Diallo , Munkaila Dasumani , Jeconia Abonyo Okelo , Shaibu Osman , Oumar Sow , Nnaemeka Stanley Aguegboh , Walter Okongo
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引用次数: 0

Abstract

Bovine tuberculosis (bTB) and rabies are eminent zoonotic afflictions that significantly impact global economic stability and public health, with pronounced effects in developing nations. These diseases continuously pressure public health systems and obstruct efforts to improve livestock productivity and export capabilities. Studying the joint dynamics of bTB and rabies involves notable mathematical complexities due to the differences in their transmission mechanisms. Moreover, while there is some overlap among animal populations at risk for bTB and rabies, the exact proportion of animals susceptible to both diseases remains unspecified. In this work, we provide a simplified fractional-order optimal control model that integrates the dynamics of bTB and rabies co-infection. We determine the basic reproduction numbers for bovine tuberculosis R0T and rabies (R0R), as well as the overall reproduction number for the model R=max{R0T,R0R}. The qualitative analysis reveals that when R<1, the disease-free equilibrium is locally asymptotically stable. We implement optimal control analysis to identify the best strategies for preventing each disease separately and their co-infection. The optimal control problem is solved numerically utilizing a forward–backward predict-evaluate correct-evaluate (PECE) algorithm implemented in Matlab software. The simulation results show that strategy E (i.e., implementation of all optimal controls) is significantly more effective in managing bovine tuberculosis but less effective in controlling rabies and co-infection. Conversely, strategy B (i.e., applying vaccination and removal of optimal controls for animals affected by rabies) provides satisfactory optimal control results across the three infection scenarios.
牛结核和狂犬病合并感染模型的分数最优控制问题
牛结核病(bTB)和狂犬病是严重影响全球经济稳定和公共卫生的人畜共患疾病,对发展中国家影响显著。这些疾病不断给公共卫生系统带来压力,并阻碍提高牲畜生产力和出口能力的努力。由于bTB和狂犬病的传播机制不同,研究它们的联合动力学涉及显著的数学复杂性。此外,虽然在面临bTB和狂犬病风险的动物种群中存在一些重叠,但易患这两种疾病的动物的确切比例仍未确定。在这项工作中,我们提供了一个简化的分数阶最优控制模型,该模型集成了bTB和狂犬病合并感染的动力学。我们确定了牛结核R0T和狂犬病(R0R)的基本繁殖数,以及模型R=max{R0T,R0R}的总繁殖数。定性分析表明,当R<;1时,无病平衡是局部渐近稳定的。我们实施最优控制分析,以确定预防每种疾病及其合并感染的最佳策略。利用在Matlab软件中实现的前向后预测-评估-正确评估(PECE)算法对最优控制问题进行了数值求解。仿真结果表明,策略E(即实施所有最优控制)在控制牛结核病方面明显更有效,但在控制狂犬病和合并感染方面效果较差。相反,策略B(即对受狂犬病影响的动物接种疫苗并取消最优控制)在三种感染情景中提供了令人满意的最优控制结果。
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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来源期刊
Results in Control and Optimization
Results in Control and Optimization Mathematics-Control and Optimization
CiteScore
3.00
自引率
0.00%
发文量
51
审稿时长
91 days
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