On the approximate solution of dynamic systems derived from the HIV infection of CD+4 T cells using the LRBF-collocation scheme

被引:4
作者
Asadi-Mehregan, Fatemeh [1 ]
Assari, Pouria [1 ]
Dehghan, Mehdi [2 ]
机构
[1] Bu Ali Sina Univ, Fac Sci, Dept Math, Hamadan 65178, Iran
[2] Amirkabir Univ Technol, Fac Math & Comp Sci, Dept Appl Math, 424,Hafez Ave, Tehran 15914, Iran
关键词
HIV infection epidemic; Partial differential equations; Discrete collocation method; Local radial basis functions; INTEGRAL-EQUATIONS; NUMERICAL-SOLUTION; DIFFERENTIAL-EQUATIONS; MODEL;
D O I
10.1016/j.enganabound.2023.05.005
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Human immunodeficiency virus (HIV) infection may cause death by damaging some of the patient's vital organs through weakening the body's immune system, including CD+4 T cells. In the meantime, mathematical models can be useful in dealing with this deadly virus by providing effective strategies based on the examination of different infection states. The major aim pursued in this paper is to present a computational algorithm for solving nonlinear systems of ordinary and partial differential equations resulting from the HIV infection models of CD+4 T cells. The offered method is developed according to the use of local radial basis functions (LRBFs) as shape functions in the discrete collocation scheme. The new technique approximates the solution by a small set of nodes instead of all points located in the domain where the HIV mathematical model is given. Thus the presented method uses less computing volume compared to the globally supported radial basis functions, and as a result, its algorithm can be quickly run on a computer with relatively low memory. The computational efficiency of the scheme is studied by several test examples.
引用
收藏
页码:39 / 50
页数:12
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