Numerical analysis and fast implementation of a fourth-order difference scheme for two-dimensional space-fractional diffusion equations
Zhiyong Xing and
Liping Wen
Applied Mathematics and Computation, 2019, vol. 346, issue C, 155-166
Abstract:
In this paper, a fourth-order difference scheme (FODS) is proposed for solving the two-dimensional Riesz space-fractional diffusion equations with homogeneous Dirichlet boundary conditions. It is proved that the FODS is uniquely solvable, unconditionally stable, and convergent with order O(τ2+hx4+hy4) in the discrete L∞- norm, where τ is the time step size, and hx, hy are the space grid sizes in the x direction and the y direction, respectively. Based on the special structure and symmetric positive definiteness of the coefficient matrix, a fast method is developed for the implementation of the FODS. The fast method reduces the storage requirement of O(N2) and computational cost of O(N3) down to O(M+J) and O(Nlog N), where N=MJ,M and J are the numbers of the spatial grid points in the x direction and the y direction, respectively. Finally, several numerical results are shown to verify the theoretical results and the efficiency of the fast method.
Keywords: Space-fractional diffusion equation; L∞- norm; Conjugate gradient method; Fast Fourier transform (FFT); Quasi-compact difference scheme (search for similar items in EconPapers)
Date: 2019
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Citations: View citations in EconPapers (5)
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Persistent link: https://EconPapers.repec.org/RePEc:eee:apmaco:v:346:y:2019:i:c:p:155-166
DOI: 10.1016/j.amc.2018.10.057
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