An age-structured mathematical model for studying Malaria transmission dynamics: Applications to some areas of Senegal

IF 4.4 2区 数学 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Mathematics and Computers in Simulation Pub Date : 2024-10-15 DOI:10.1016/j.matcom.2024.10.006
Rama Seck , Diene Ngom , Benjamin Ivorra , Angel M. Ramos
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Abstract

In this work, we formulate an age-structured model for studying the transmission of Malaria for both human and vector populations. First, we perform an analytical study of this model. To do so, we analyze the positivity and boundedness of solutions and study the stability of the Disease-Free Equilibrium (using a matrix-tree theorem). Then, we focus on the study of the Endemic Equilibrium. Applying a methodology grounded in graph theory, we prove that, under certain assumptions, the Endemic Equilibrium is both unique and globally asymptotically stable. We also conjecture that this result holds true even in cases where these assumptions are not met. While this conjecture remains unproven, it is supported by illustrative numerical experiments. Secondly, we illustrate the interest of our approach by considering real data from two specific areas in Senegal affected by Malaria, namely Dielmo and Ndiop. In particular, we estimate some of the model parameters for these zones and illustrate how the proposed model may help to estimate the behavior of Malaria outbreaks.
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研究疟疾传播动态的年龄结构数学模型:塞内加尔部分地区的应用
在这项工作中,我们建立了一个年龄结构模型,用于研究疟疾在人类和病媒种群中的传播。首先,我们对该模型进行了分析研究。为此,我们分析了解的实在性和有界性,并研究了无疾病均衡的稳定性(使用矩阵树定理)。然后,我们重点研究地方病均衡。我们运用以图论为基础的方法,证明在某些假设条件下,地方病均衡是唯一的,并且在全局上渐近稳定。我们还猜想,即使在不满足这些假设的情况下,这一结果也是成立的。虽然这一猜想仍未得到证实,但它得到了说明性数值实验的支持。其次,我们通过考虑塞内加尔受疟疾影响的两个特定地区(即 Dielmo 和 Ndiop)的真实数据来说明我们的方法的意义。特别是,我们估算了这些地区的一些模型参数,并说明了所提出的模型如何有助于估算疟疾爆发的行为。
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来源期刊
Mathematics and Computers in Simulation
Mathematics and Computers in Simulation 数学-计算机:跨学科应用
CiteScore
8.90
自引率
4.30%
发文量
335
审稿时长
54 days
期刊介绍: The aim of the journal is to provide an international forum for the dissemination of up-to-date information in the fields of the mathematics and computers, in particular (but not exclusively) as they apply to the dynamics of systems, their simulation and scientific computation in general. Published material ranges from short, concise research papers to more general tutorial articles. Mathematics and Computers in Simulation, published monthly, is the official organ of IMACS, the International Association for Mathematics and Computers in Simulation (Formerly AICA). This Association, founded in 1955 and legally incorporated in 1956 is a member of FIACC (the Five International Associations Coordinating Committee), together with IFIP, IFAV, IFORS and IMEKO. Topics covered by the journal include mathematical tools in: •The foundations of systems modelling •Numerical analysis and the development of algorithms for simulation They also include considerations about computer hardware for simulation and about special software and compilers. The journal also publishes articles concerned with specific applications of modelling and simulation in science and engineering, with relevant applied mathematics, the general philosophy of systems simulation, and their impact on disciplinary and interdisciplinary research. The journal includes a Book Review section -- and a "News on IMACS" section that contains a Calendar of future Conferences/Events and other information about the Association.
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Editorial Board News of IMACS IMACS Calendar of Events Shifted Chebyshev collocation with CESTAC-CADNA-based instability detection for nonlinear Volterra–Hammerstein integral equations Approximation of generalized time fractional derivatives: Error analysis via scale and weight functions
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