延迟技术对拉沙热流行病模型的影响

IF 1.7 4区 工程技术 Q2 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS Complexity Pub Date : 2024-06-15 DOI:10.1155/2024/2075354
Ali Raza, Eugenio Rocha, Emad Fadhal, Rashid I. H. Ibrahim, Eman Afkar, Muhammad Bilal
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引用次数: 0

摘要

现实世界问题建模中的延迟干预技术在行为、社会、物理和生物工程、生物数学科学以及更多学科中发挥着重要作用。对真实世界问题进行延迟建模是了解人群中疾病动态的有力工具和非药物技术。本文考虑的现实世界问题包括拉沙热模型。根据世界卫生组织(WHO)的数据,贝宁、加纳、几内亚、利比里亚、马里、塞拉利昂、多哥、尼日利亚和西非是拉沙热疫情最严重的国家。最危险的情况是,80% 的感染者没有任何症状。为了研究拉沙热的动态变化,我们考虑了人类和老鼠两类人群。人类群体包括易感者、感染者和康复者。鼠群包括易感鼠和感染鼠。通过在现有文献模型中引入延迟参数和衰减指数项,我们得到了高度非线性延迟微分方程(DDE)系统。我们验证了上述模型的正相关性、有界性、存在性和唯一性等基本性质。讨论了模型的平衡和繁殖数。利用新一代矩阵法分析了拉沙热模型的繁殖数。如果繁殖数小于 1,这种情况有助于根除疾病。如果繁殖数大于 1,那么病毒将在人类中迅速传播。我们还研究了延迟因子对繁殖数的影响。我们还提出了该模型两个平衡态的局部和全局稳定性。此外,我们还设计了计算机模拟来分析模型的学术行为。
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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The Effect of Delay Techniques on a Lassa Fever Epidemic Model

The delayed intervention techniques in real-world problem modelling have a significant role in behavioural, social, physical, and biological engineering, biomathematical sciences, and many more disciplines. Delayed modelling of real-world problems is a powerful tool and nonpharmaceutical technique for understanding the dynamics of disease in a population. This paper considers real-world problems like the Lassa fever model. According to the World Health Organization (WHO), Benin, Ghana, Guinea, Liberia, Mali, Sierra Leone, Togo, Nigeria, and West Africa are the most affected countries with Lassa fever. The most dangerous situation is that eighty percent of the infected persons have no symptoms. To study the dynamics of Lassa fever, two types of populations are considered humans and rats. The human population includes susceptible, infected, and recovered. The rat population includes susceptible and infectious rodents. By introducing a delay parameter and decay exponential term into the existing model in the literature, we got the system of highly nonlinear delay differential equations (DDEs). The fundamental properties such as positivity, boundedness, existence, and uniqueness are verified for the said model. The equilibrium and reproduction number of the model are discussed. The reproduction number for the Lassa fever model is analyzed using the next-generation matrix method. If the reproduction number is less than one, this situation helps eradicate the disease. If the reproduction number is more significant than one, then the virus will spread rapidly in human beings. We have also investigated the effect of the delay factor on reproduction numbers. The local and global stabilities for both equilibria of the model have also been presented. Furthermore, computer simulations are designed to analyze the academic behaviour of the model.

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来源期刊
Complexity
Complexity 综合性期刊-数学跨学科应用
CiteScore
5.80
自引率
4.30%
发文量
595
审稿时长
>12 weeks
期刊介绍: Complexity is a cross-disciplinary journal focusing on the rapidly expanding science of complex adaptive systems. The purpose of the journal is to advance the science of complexity. Articles may deal with such methodological themes as chaos, genetic algorithms, cellular automata, neural networks, and evolutionary game theory. Papers treating applications in any area of natural science or human endeavor are welcome, and especially encouraged are papers integrating conceptual themes and applications that cross traditional disciplinary boundaries. Complexity is not meant to serve as a forum for speculation and vague analogies between words like “chaos,” “self-organization,” and “emergence” that are often used in completely different ways in science and in daily life.
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