利用干预策略控制疟疾传播的数学模型

Pub Date : 2020-11-11 DOI:10.11648/j.pamj.20200906.11
Fekadu Tadege Kobe
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引用次数: 9

摘要

本文提出并分析了一个基本的确定性数学模型,用于研究控制疟疾传播动力学的仿真。该模型有7个非线性微分方程,分别用2个状态变量表示蚊子种群和5个状态变量表示人类种群来描述疟疾的控制。为了代表人群的分类,我们将保护和治疗隔间纳入基本SIR流行病模型,并将其扩展到SPITR模型,并引入新的SPITR修正模型,通过在埃塞俄比亚添加四种时间依赖控制措施的疟疾传播动态疫苗接种,杀虫剂处理的蚊帐(ITNS),治疗,室内残留喷雾(IRs)和妊娠期疟疾间歇预防治疗(IPTP)。对这些模型进行定性分析,以确定控制疟疾传播动力学的标准,并用于计算基本繁殖R0。确定了疟疾模型的平衡点。除了具有当R0<1时全局渐近稳定的无病平衡外,基本疟疾模型还具有(性质)后向分岔现象,即在相关繁殖数小于1的一定范围内,一个稳定的无病平衡(同时)与一个稳定的地方性平衡共存。结果还设计了一些模型参数、感染率和咬伤率的影响。模型的数值分析和数值模拟结果表明,控制或根除疟疾传播的最有效策略是使用杀虫剂处理过的蚊帐、室内滞留喷洒、及时有效的诊断和接种疫苗对受感染个体的治疗对儿童更为有效。
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Mathematical Model of Controlling the Spread of Malaria Disease Using Intervention Strategies
This paper proposes and analyses a basic deterministic mathematical model to investigate Simulation for controlling the spread of malaria Diseases Transmission dynamics. The model has seven non-linear differential equations which describe the control of malaria with two state variables for mosquito’s populations and five state variables for human’s population. To represent the classification of human population we have included protection and treatment compartments to the basic SIR epidemic model and extended it to SPITR model and to introduce the new SPITR modified model by adding vaccination for the transmission dynamics of malaria with four time dependent control measures in Ethiopia Insecticide treated bed nets (ITNS), Treatments, Indoor Residual Spray (IRs) and Intermittent preventive treatment of malaria in pregnancy (IPTP). The models are analyzed qualitatively to determine criteria for control of a malaria transmission dynamics and are used to calculate the basic reproduction R0. The equilibria of malaria models are determined. In addition to having a disease-free equilibrium, which is globally asymptotically stable when the R0<1, the basic malaria model manifest one's possession of (a quality of) the phenomenon of backward bifurcation where a stable disease-free equilibrium co-exists (at the same time) with a stable endemic equilibrium for a certain range of associated reproduction number less than one. The results also designing the effects of some model parameters, the infection rate and biting rate. The numerical analysis and numerical simulation results of the model suggested that the most effective strategies for controlling or eradicating the spread of malaria were suggest using insecticide treated bed nets, indoor residual spraying, prompt effective diagnosis and treatment of infected individuals with vaccination is more effective for children.
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