A novel meshless method based on RBF for solving variable-order time fractional advection-diffusion-reaction equation in linear or nonlinear systems

被引:5
|
作者
Xu, Yi [1 ,2 ]
Sun, HongGuang [1 ,2 ,4 ]
Zhang, Yuhui [2 ]
Sun, Hai-Wei [3 ]
Lin, Ji [2 ]
机构
[1] Hohai Univ, State Key Lab Hydrol Water Resources & Hydraul Eng, Nanjing 210098, Peoples R China
[2] Hohai Univ, Coll Mech & Mat, Int Ctr Simulat Software Engn & Sci, Nanjing 211100, Jiangsu, Peoples R China
[3] Univ Macau, Dept Math, Taipa 999078, Macao, Peoples R China
[4] Hohai Univ, State Key Lab Hydrol Water Resources & Hydraul Eng, Nanjing 210098, Jiangsu, Peoples R China
基金
中国国家自然科学基金;
关键词
Time fractional advection-diffusion-reaction; equation; Variable-order fractional derivative; Nonlinear; Meshless method; NUMERICAL SCHEME; SUBDIFFUSION;
D O I
10.1016/j.camwa.2023.04.017
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
Variable-order fractional advection-diffusion equations have always been employed as a powerful tool in complex anomalous diffusion modeling. The proposed paper is devoted to using the meshless method to solve a general variable-order time fractional advection-diffusion-reaction equation (VO-TF-ADRE) with complex geometries. The proposed method is based on the improved backward substitute method (IBSM) in conjunction with the finite difference technique. For temporal derivative, the finite difference technique and for spatial derivatives, the IBSM are utilized to discretize the equation. The newly developed method is an RBF-based meshless approach, whose solution is constructed by the primary approximation and a series of basis functions. The primary approximation is given to satisfy boundary conditions. Each basis function is the sum of radial basis functions and a specific correcting function. Seven different types of numerical experiments are analyzed to validate the efficiency and wide applicability for multidimensional VO-TF-ADREs.
引用
收藏
页码:107 / 120
页数:14
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