基于最优控制策略的汉培火苗和炭疽菌协同动力学数学建模。

IF 2.6 4区 工程技术 Q1 Mathematics
Abdisa Shiferaw Melese, Legesse Lemecha Obsu, Feyissa Kebede Bushu
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引用次数: 0

摘要

一些害虫和疾病是挑战全球咖啡行业的主要因素。特别是,许多非洲国家的阿拉比卡咖啡的生产受到了咖啡农场的hampei和Colletotrichum kahawae的影响。有害生物和疾病通常是相互关联的,可以相互作用,因为有害生物和病原体在生态系统中具有相同的生物物理要求。评估多种病虫害对咖啡果实的危害是制定适当防治策略的必要步骤。本文建立了一个描述咖啡浆果蛀虫(Hypothenemus hampei, CBB)和咖啡浆果病(Colletotrichum kahawae, CBD)共同动力学的数学模型。该模型使用一个非线性常微分方程系统来捕捉CBD害虫种群、CBD真菌病原体以及健康和感染咖啡莓种群之间的相互作用。最优控制策略也被纳入评估有效的管理方法。通过结合生物防治和栽培实践两个控制变量,实现害虫和真菌病原菌种群数量的最小化,从而获得最优控制策略。利用庞特里亚金最小值原理检验了最优控制的存在性。构造了哈密顿函数,求解了伴随方程,使代价函数最小化。最后,通过不同场景的数值模拟,说明了模型在有最优控制策略和无最优控制策略时的协同动力学特性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Mathematical modeling for Hypothenemus hampei and Colletotrichum kahawae co-dynamics with optimal control strategies.

Several pests and diseases are major factors challenging the coffee industry worldwide. Particularly, production of Coffee Arabica in many African countries has been affected by Hypothenemus hampei and Colletotrichum kahawae in a coffee farm. Pest(s) and disease(s) are commonly inter-related and can interact, because pests and pathogens have the same biophysical requirements in ecosystems. Assessment of coffee berries damage due to multiple pests and diseases is a necessary step in designing appropriate control strategies. In this paper, we developed a mathematical model describing the co-dynamics of Hypothenemus hampei (coffee berry borer, CBB) and Colletotrichum kahawae (coffee berry disease, CBD). The model used a system of nonlinear ordinary differential equations to capture the interactions among the CBB pest population, the CBD fungal pathogen, and the healthy and infected coffee berry populations. Optimal control strategies were also incorporated to assess effective management approaches. Optimal control strategies were obtained by minimizing the number of pests and fungal pathogen population by incorporating two control variables such as biological control and cultural practices. The existence of optimal controls was examined using Pontryagin's minimum principle. The Hamiltonian was constructed, and adjoint equations were solved to minimize the cost functional. Lastly, from different scenarios, the numerical simulations were performed to illustrate the model's co-dynamics with and without optimal control strategies.

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来源期刊
Mathematical Biosciences and Engineering
Mathematical Biosciences and Engineering 工程技术-数学跨学科应用
CiteScore
3.90
自引率
7.70%
发文量
586
审稿时长
>12 weeks
期刊介绍: Mathematical Biosciences and Engineering (MBE) is an interdisciplinary Open Access journal promoting cutting-edge research, technology transfer and knowledge translation about complex data and information processing. MBE publishes Research articles (long and original research); Communications (short and novel research); Expository papers; Technology Transfer and Knowledge Translation reports (description of new technologies and products); Announcements and Industrial Progress and News (announcements and even advertisement, including major conferences).
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