Fourier spectral methods for fractional-in-space reaction-diffusion equations

被引:290
作者
Bueno-Orovio, Alfonso [1 ,2 ]
Kay, David [2 ]
Burrage, Kevin [2 ,3 ]
机构
[1] Univ Oxford, Oxford Ctr Collaborat Appl Math, Oxford OX1 3QD, England
[2] Univ Oxford, Dept Comp Sci, Oxford OX1 3LB, England
[3] Queensland Univ Technol, Sch Math Sci, Brisbane, Qld 4001, Australia
关键词
Fractional calculus; Fractional laplacian; Spectral methods; Reaction-diffusion equations; PARTIAL-DIFFERENTIAL-EQUATIONS; ANOMALOUS DIFFUSION; NUMERICAL-METHODS; RANDOM-WALKS; TIME; MODELS; DISPERSION; PATTERNS;
D O I
10.1007/s10543-014-0484-2
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
Fractional differential equations are becoming increasingly used as a powerful modelling approach for understanding the many aspects of nonlocality and spatial heterogeneity. However, the numerical approximation of these models is demanding and imposes a number of computational constraints. In this paper, we introduce Fourier spectral methods as an attractive and easy-to-code alternative for the integration of fractional-in-space reaction-diffusion equations described by the fractional Laplacian in bounded rectangular domains of . The main advantages of the proposed schemes is that they yield a fully diagonal representation of the fractional operator, with increased accuracy and efficiency when compared to low-order counterparts, and a completely straightforward extension to two and three spatial dimensions. Our approach is illustrated by solving several problems of practical interest, including the fractional Allen-Cahn, FitzHugh-Nagumo and Gray-Scott models, together with an analysis of the properties of these systems in terms of the fractional power of the underlying Laplacian operator.
引用
收藏
页码:937 / 954
页数:18
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