Title of article
A direct O(N log2 N) finite difference method for fractional diffusion equations
Author/Authors
Wang، نويسنده , , Hong and Wang، نويسنده , , Kaixin and Sircar، نويسنده , , Treena، نويسنده ,
Issue Information
روزنامه با شماره پیاپی سال 2010
Pages
10
From page
8095
To page
8104
Abstract
Fractional diffusion equations model phenomena exhibiting anomalous diffusion that can not be modeled accurately by the second-order diffusion equations. Because of the nonlocal property of fractional differential operators, the numerical methods have full coefficient matrices which require storage of O(N2) and computational cost of O(N3) where N is the number of grid points.
s paper we develop a fast finite difference method for fractional diffusion equations, which only requires storage of O(N) and computational cost of O(N log2 N) while retaining the same accuracy and approximation property as the regular finite difference method. Numerical experiments are presented to show the utility of the method.
Keywords
Fast Fourier Transform , Fast finite difference methods , anomalous diffusion , Circulant and Toeplitz matrices , Fractional diffusion equations
Journal title
Journal of Computational Physics
Serial Year
2010
Journal title
Journal of Computational Physics
Record number
1482882
Link To Document