Spectral Galerkin Methods for Riesz Space-Fractional Convection-Diffusion Equations

被引:3
作者
Zhang, Xinxia [1 ]
Wang, Jihan [1 ]
Wu, Zhongshu [1 ]
Tang, Zheyi [1 ]
Zeng, Xiaoyan [1 ]
机构
[1] Shanghai Univ, Dept Math, Shanghai 200444, Peoples R China
基金
中国国家自然科学基金;
关键词
Riesz fractional derivatives; fractional convection-diffusion equation; spectral Galerkin method; DISTRIBUTED-ORDER; FUNDAMENTAL SOLUTION; ANOMALOUS DIFFUSION; RANDOM-WALK; CALCULUS; APPROXIMATION;
D O I
10.3390/fractalfract8070431
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
This paper applies the spectral Galerkin method to numerically solve Riesz space-fractional convection-diffusion equations. Firstly, spectral Galerkin algorithms were developed for one-dimensional Riesz space-fractional convection-diffusion equations. The equations were solved by discretizing in space using the Galerkin-Legendre spectral approaches and in time using the Crank-Nicolson Leap-Frog (CNLF) scheme. In addition, the stability and convergence of semi-discrete and fully discrete schemes were analyzed. Secondly, we established a fully discrete form for the two-dimensional case with an additional complementary term on the left and then obtained the stability and convergence results for it. Finally, numerical simulations were performed, and the results demonstrate the effectiveness of our numerical methods.
引用
收藏
页数:26
相关论文
共 47 条
[21]   High-Order Accurate Runge-Kutta (Local) Discontinuous Galerkin Methods for One- and Two-Dimensional Fractional Diffusion Equations [J].
Ji, Xia ;
Tang, Huazhong .
NUMERICAL MATHEMATICS-THEORY METHODS AND APPLICATIONS, 2012, 5 (03) :333-358
[22]   A space-time finite element method for solving linear Riesz space fractional partial differential equations [J].
Lai, Junjiang ;
Liu, Fawang ;
Anh, Vo V. ;
Liu, Qingxia .
NUMERICAL ALGORITHMS, 2021, 88 (01) :499-520
[23]   A novel finite volume method for the Riesz space distributed-order diffusion equation [J].
Li, J. ;
Liu, F. ;
Feng, L. ;
Turner, I. .
COMPUTERS & MATHEMATICS WITH APPLICATIONS, 2017, 74 (04) :772-783
[24]   A novel finite volume method for the Riesz space distributed-order advection-diffusion equation [J].
Li, J. ;
Liu, F. ;
Feng, L. ;
Turner, I. .
APPLIED MATHEMATICAL MODELLING, 2017, 46 :536-553
[25]   Approximation of the Levy-Feller advection-dispersion process by random walk and finite difference method [J].
Liu, Q. ;
Liu, F. ;
Turner, I. ;
Anh, V. .
JOURNAL OF COMPUTATIONAL PHYSICS, 2007, 222 (01) :57-70
[26]   Fractional calculus and continuous-time finance II: the waiting-time distribution [J].
Mainardi, F ;
Raberto, M ;
Gorenflo, R ;
Scalas, E .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2000, 287 (3-4) :468-481
[27]  
Mainardi F., 1997, FRACTAL FRACT, V378, P291, DOI [DOI 10.1007/978-3-7091-2664-6_7, 10.1007/978-3-7091-2664-6_7]
[28]  
Mandelbrot B.B., 1982, The Fractal Geometry of Nature, P54
[29]   The random walk's guide to anomalous diffusion: a fractional dynamics approach [J].
Metzler, R ;
Klafter, J .
PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS, 2000, 339 (01) :1-77
[30]   The restaurant at the end of the random walk: recent developments in the description of anomalous transport by fractional dynamics [J].
Metzler, R ;
Klafter, J .
JOURNAL OF PHYSICS A-MATHEMATICAL AND GENERAL, 2004, 37 (31) :R161-R208