Fast Numerical Contour Integral Method for Fractional Diffusion Equations

The numerical contour integral method with hyperbolic contour is exploited to solve space-fractional diffusion equations. By making use of the Toeplitz-like structure of spatial discretized matrices and the relevant properties, the regions that the spectra of resulting matrices lie in are derived. The resolvent norms of the resulting matrices are also shown to be bounded outside of the regions. Suitable parameters in the hyperbolic contour are selected based on these regions to solve the fractional diffusion equations. Numerical experiments are provided to demonstrate the efficiency of our contour integral methods.

[1]  Paolo Tilli Singular values and eigenvalues of non-hermitian block Toeplitz matrices , 1996 .

[2]  Siu-Long Lei,et al.  Circulant and skew-circulant splitting iteration for fractional advection–diffusion equations , 2014, Int. J. Comput. Math..

[3]  I. Podlubny Fractional differential equations , 1998 .

[4]  J. Kirchner,et al.  Fractal stream chemistry and its implications for contaminant transport in catchments , 2000, Nature.

[5]  Hyoseop Lee,et al.  Laplace Transform Method for Parabolic Problems with Time-Dependent Coefficients , 2013, SIAM J. Numer. Anal..

[6]  X. Li,et al.  Existence and Uniqueness of the Weak Solution of the Space-Time Fractional Diffusion Equation and a Spectral Method Approximation , 2010 .

[7]  M. Meerschaert,et al.  Finite difference approximations for two-sided space-fractional partial differential equations , 2006 .

[8]  Enrico Scalas,et al.  Waiting-times and returns in high-frequency financial data: an empirical study , 2002, cond-mat/0203596.

[9]  Dongwoo Sheen,et al.  A parallel method for time discretization of parabolic equations based on Laplace transformation and quadrature , 2003 .

[10]  M. Meerschaert,et al.  Finite difference approximations for fractional advection-dispersion flow equations , 2004 .

[11]  Vidar Thomée,et al.  Time discretization via Laplace transformation of an integro-differential equation of parabolic type , 2006, Numerische Mathematik.

[12]  V. Thomée,et al.  Maximum-norm error analysis of a numerical solution via Laplace transformation and quadrature of a fractional-order evolution equation , 2010 .

[13]  Raymond H. Chan,et al.  An Introduction to Iterative Toeplitz Solvers (Fundamentals of Algorithms) , 2007 .

[14]  D. Benson,et al.  Fractional Dispersion, Lévy Motion, and the MADE Tracer Tests , 2001 .

[15]  K. J. in 't Hout,et al.  A Contour Integral Method for the Black-Scholes and Heston Equations , 2009, SIAM J. Sci. Comput..

[16]  Ivan P. Gavrilyuk,et al.  Exponentially Convergent Algorithms for the Operator Exponential with Applications to Inhomogeneous Problems in Banach Spaces , 2005, SIAM J. Numer. Anal..

[17]  R. Tyrrell Rockafellar,et al.  Convex Analysis , 1970, Princeton Landmarks in Mathematics and Physics.

[18]  C. Palencia,et al.  On the numerical inversion of the Laplace transform of certain holomorphic mappings , 2004 .

[19]  A. Talbot The Accurate Numerical Inversion of Laplace Transforms , 1979 .

[20]  Charles R. Johnson,et al.  Topics in Matrix Analysis , 1991 .

[21]  Hai-Wei Sun,et al.  Multigrid method for fractional diffusion equations , 2012, J. Comput. Phys..

[22]  V. Thomée,et al.  Time discretization of an evolution equation via Laplace transforms , 2004 .

[23]  Hai-Wei Sun,et al.  Shift-Invert Arnoldi Approximation to the Toeplitz Matrix Exponential , 2010, SIAM J. Sci. Comput..

[24]  Michael K. Ng,et al.  Preconditioning Techniques for Diagonal-times-Toeplitz Matrices in Fractional Diffusion Equations , 2014, SIAM J. Sci. Comput..

[25]  Dongwoo Sheen,et al.  A parallel method for time-discretization of parabolic problems based on contour integral representation and quadrature , 2000, Math. Comput..

[26]  Han Zhou,et al.  Quasi-Compact Finite Difference Schemes for Space Fractional Diffusion Equations , 2012, J. Sci. Comput..

[27]  R. Hilfer Applications Of Fractional Calculus In Physics , 2000 .

[28]  Xiao-Qing Jin,et al.  Preconditioned iterative methods for fractional diffusion equation , 2014, J. Comput. Phys..

[29]  Hong Wang,et al.  An O(N log2N) alternating-direction finite difference method for two-dimensional fractional diffusion equations , 2011, J. Comput. Phys..

[30]  Hong Wang,et al.  A Fast Finite Difference Method for Two-Dimensional Space-Fractional Diffusion Equations , 2012, SIAM J. Sci. Comput..

[31]  Fawang Liu,et al.  Numerical solution of the space fractional Fokker-Planck equation , 2004 .

[32]  Hong Wang,et al.  A direct O(N log2 N) finite difference method for fractional diffusion equations , 2010, J. Comput. Phys..

[33]  Mark M. Meerschaert,et al.  A second-order accurate numerical method for the two-dimensional fractional diffusion equation , 2007, J. Comput. Phys..

[34]  V. Thomée,et al.  Numerical solution via Laplace transforms of a fractional order evolution equation , 2010 .

[35]  R. Chan,et al.  An Introduction to Iterative Toeplitz Solvers , 2007 .

[36]  Mark M. Meerschaert,et al.  A second-order accurate numerical approximation for the fractional diffusion equation , 2006, J. Comput. Phys..

[37]  Fawang Liu,et al.  Error analysis of an explicit finite difference approximation for the space fractional diffusion equation with insulated ends , 2005 .

[38]  R. Magin Fractional Calculus in Bioengineering , 2006 .

[39]  M. N. Spijker Numerical ranges and stability estimates , 1993 .

[40]  J. A. C. Weideman,et al.  Improved contour integral methods for parabolic PDEs , 2010 .

[41]  Cesar Palencia,et al.  A spectral order method for inverting sectorial Laplace transforms , 2005 .

[42]  Richard L Magin,et al.  Fractional calculus in bioengineering, part 2. , 2004, Critical reviews in biomedical engineering.

[43]  Lloyd N. Trefethen,et al.  Parabolic and hyperbolic contours for computing the Bromwich integral , 2007, Math. Comput..

[44]  Siu-Long Lei,et al.  A circulant preconditioner for fractional diffusion equations , 2013, J. Comput. Phys..