Analysis of dengue infection transmission dynamics in Nepal using fractional order mathematical modeling

Hem Raj Pandey , Ganga Ram Phaijoo , Dil Bahadur Gurung
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引用次数: 1

Abstract

Dengue is a significant factor to the global public health issue, including Nepal. In Nepal from 20042022, the largest outbreak occurred in the year 2022. Dengue infection cases appeared all over 77 districts of Nepal. The Caputo fractional order SEIR-SEI epidemic model is able to describe dengue disease transmission dynamics of present situation. For fundamental mathematical guarantees of epidemic model equations, we studied the Lipschitz and Banach contraction theorems to show that the model equations have a unique solution. The Ulam-Hyres stability is established in the model. Next generation matrix approach is used to calculate the associated basic reproduction number R0. The model equilibrium points are identified, and the local asymptotic stability for disease-free equilibrium point is analyzed. Normalized forward and partial rank correlation coefficient are used for sensitivity study to identify the factors that affect dengue infection with respect to basic reproduction number. Using real data of Nepal, the model is fitted and the least square method is used for estimating parameters. Numerical scheme has been illustrated using a two-step Lagrange interpolation approach and the solution is approximated. With numerical results and sensitivity analysis, it is concluded that biting rate and death rate of mosquito are extremely sensitive to the disease transmission. The transmission increases with increasing biting rate and decreases with decreasing mosquito death rate. For the year 2022, R0=1.7739>1 showing that the disease is endemic. Thus, effective control measure should be implemented to combat the dengue virus. However, further research needs to be undertaken to assess the impact of such control measures.

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尼泊尔登革热感染传播动态的分数阶数学模型分析
登革热是包括尼泊尔在内的全球公共卫生问题的一个重要因素。2004年至2022年,尼泊尔爆发了最大规模的疫情。登革热感染病例出现在尼泊尔77个地区。Caputo分数阶SEIR-SEI流行病模型能够描述登革热传播现状的动态。对于流行病模型方程的基本数学保证,我们研究了Lipschitz和Banach收缩定理,证明了模型方程具有唯一解。在模型中建立了Ulam-Hyres的稳定性。使用下一代矩阵方法来计算相关联的基本再现次数R0。确定了模型的平衡点,并分析了无病平衡点的局部渐近稳定性。使用归一化正向和偏秩相关系数进行敏感性研究,以确定影响登革热感染的基本繁殖数因素。利用尼泊尔的实际数据,对模型进行了拟合,并采用最小二乘法对参数进行了估计。使用两步拉格朗日插值方法对数值格式进行了说明,并对解进行了近似。通过数值计算和敏感性分析,得出蚊虫叮咬率和死亡率对疾病传播极为敏感的结论。传播随着叮咬率的增加而增加,随着蚊子死亡率的降低而减少。对于2022年,R0=1.7739>;1表明该病为地方病。因此,应采取有效的控制措施来对抗登革热病毒。然而,需要进行进一步的研究,以评估这种控制措施的影响。
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来源期刊
Chaos, Solitons and Fractals: X
Chaos, Solitons and Fractals: X Mathematics-Mathematics (all)
CiteScore
5.00
自引率
0.00%
发文量
15
审稿时长
20 weeks
期刊最新文献
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