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
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
Journal title :
Journal of Computational Physics