Numerical Solution of Nonlinear Reaction-Advection-Diffusion Equation in Sense of Caputo-Fabrizio Derivative with Finite Difference and Collocation Method

IF 1.4 4区 综合性期刊 Q2 MULTIDISCIPLINARY SCIENCES Iranian Journal of Science and Technology, Transactions A: Science Pub Date : 2024-05-16 DOI:10.1007/s40995-024-01640-w
Manpal Singh, Mohd Kashif
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Abstract

In this paper, we consider a nonlinear reaction-diffusion equation with a Caputo-Fabrizio derivative and its solution is obtained by the finite difference collocation method. First, we approximate the Caputo-Fabrizio derivative with the aid of shifted Legendre polynomials. To deal with the time derivative, a finite difference scheme is applied, and to deal with the spatial Caputo-Fabrizio derivative, the shifted Legendre spectral collocation method is used. After using spectral method to the problem, the problem reduces to the system of PDE with time fractional derivative. This system of PDEs is reduced to a system of algebraic equations by applying the finite difference scheme, and the resulting algebraic system is solved with the support of initial conditions. To signify the efficiency and validity of the developed scheme, a few numerical examples are solved whose absolute error between exact and numerical results is presented in tabular form.

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用有限差分和配位法数值求解卡普托-法布里齐奥导数意义上的非线性反应-平流-扩散方程
在本文中,我们考虑了一个带有 Caputo-Fabrizio 导数的非线性反应扩散方程,并通过有限差分搭配法求解。首先,我们借助移位 Legendre 多项式对 Caputo-Fabrizio 导数进行近似。在处理时间导数时,采用了有限差分方案;在处理空间卡普托-法布里齐奥导数时,采用了移位 Legendre 频谱配位法。使用谱法处理问题后,问题简化为带时间分数导数的 PDE 系统。应用有限差分方案将该 PDE 系统简化为代数方程系统,并在初始条件的支持下求解得到的代数系统。为了证明所开发方案的效率和有效性,我们求解了一些数值示例,并以表格形式列出了精确结果与数值结果之间的绝对误差。
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来源期刊
CiteScore
4.00
自引率
5.90%
发文量
122
审稿时长
>12 weeks
期刊介绍: The aim of this journal is to foster the growth of scientific research among Iranian scientists and to provide a medium which brings the fruits of their research to the attention of the world’s scientific community. The journal publishes original research findings – which may be theoretical, experimental or both - reviews, techniques, and comments spanning all subjects in the field of basic sciences, including Physics, Chemistry, Mathematics, Statistics, Biology and Earth Sciences
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