使用赫尔墨特多项式的 HIV-1/HTLV-I 协同感染模型小波配位法

IF 4.3 3区 材料科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC ACS Applied Electronic Materials Pub Date : 2024-08-09 DOI:10.1002/adbi.202300629
Khushbu Agrawal, Sunil Kumar
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引用次数: 0

摘要

本研究利用赫尔墨特小波配位法的运算矩阵分析了分阶人类免疫缺陷病毒 1 型(HIV-1)和人类淋巴细胞病毒 I 型(HTLV-I)共感染模型的动态行为。同时,根据定点假设计算了解的唯一性和存在性。对于分数阶共同感染模型,证明了它的实在性和有界性。此外,还讨论了不同类型的 Ulam-Hyres 稳定性。模型的数值解是通过使用赫尔墨特小波方法的运算矩阵获得的。该方案用于求解非线性方程组,非常富有成效且易于实现。此外,还解释了数值方案的稳定性分析。本研究采用的数学模型包含 HIV-1 和 HTLV-I 的生物特征。随后,借助卡普托导数找到了分数阶共同感染模型的所有平衡点,并探讨了它们的存在条件。借助 Lyapunov 函数和拉萨尔不变性原理,确定了该模型所有平衡点的全局稳定性。同时还讨论了收敛性分析。与其他数值方法相比,Hermite 小波运算矩阵方法更加精确和收敛。最后,在研究不同分数阶值时发现了模型动态的变化。这些发现对生物学家治疗 HIV-1/HTLV-I 很有价值。
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Wavelet Collocation Method for HIV-1/HTLV-I Co-Infection Model Using Hermite Polynomial

In this study, the dynamic behavior of fractional order co-infection model with human immunodeficiency virus type 1 (HIV-1) and human T-lymphotropic virus type I (HTLV-I) is analyzed using operational matrix of Hermite wavelet collocation method. Also, the uniqueness and existence of solutions are calculated based on the fixed point hypothesis. For the fractional order co-infection model, its positivity and boundedness are demonstrated. Furthermore, different types of Ulam-Hyres stability are also discussed. The numerical solution of the model are obtained by using the operational matrix of the Hermite wavelet approach. This scheme is used to solve the system of nonlinear equations that are very fruitful and easy to implement. Additionally, the stability analysis of the numerical scheme is explained. The mathematical model taken in this work incorporates the biological characteristics of both HIV-1 and HTLV-I. After that all the equilibrium points of the fractional order co-infection model are found and their existence conditions are explored with the help of the Caputo derivative. The global stability of all equilibrium points of this model are determined with the help of Lyapunov functions and the LaSalle invariance principle. Convergence analysis is also discussed. Hermite wavelet operational matrix methods are more accurate and convergent than other numerical methods. Lastly, variations in model dynamics are found when examining different fractional order values. These findings will be valuable to biologists in the treatment of HIV-1/HTLV-I.

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CiteScore
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自引率
4.30%
发文量
567
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