Some aspects of the time integration of multidimensional parabolic problems with mixed derivatives
Severiano González Pinto (University of La Laguna)
We start by reviewing a few schemes based on directional splitting for the time integration of multidimensional parabolic problems in case that mixed derivatives are present and where it is assumed a spatial semi-discretization based on central differences. Then, we focus on unconditional stability aspects, particularly on W-methods based on the Approximated Matrix Factorization (AMF) to perform the directional splitting. The linear constant coefficient problem with Homogeneous Boundary Conditions of Dirichlet type will be analyzed and a relevant scalar test problem stemming from it, will play a relevant role in the stability analysis. The empirical order of convergence in PDE sense of some relevant schemes will be illustrated with a few linear test PDE problems, one of them meeting applications in Finance. It will be seen that often the convergence order presents a stronger reduction when the boundary conditions are time-dependent. A way to circumvent this drawback will be shown.
References
[1] S. González-Pinto, E. Hairer, D. Hernández-Abreu, S. Pérez-Rodríguez, PDE-W-methods for parabolic problems with mixed derivatives, Numer. Algor. 78 (2018) 957-981.
[2] S. González-Pinto, E. Hairer, D. Hernández-Abreu, S. Pérez-Rodríguez, AMF-type W-methods for parabolic problems with mixed derivatives, to appear in Siam J. Sci. Comp.
[3] W. Hundsdorfer, J.G. Verwer, Numerical Solution of Time-Dependent Advection-Diffusion-Reaction Equations, Springer 2003.
[4] W. Hundsdorfer, K. in’t Hout, On Multistep stabilizing correction splitting methods with applications to the Heston Model, Siam J. Sci. Comput. 40 (2018) A1408-A1429.
[5] K. in’t Hout, B.D. Welfert, Unconditional stability of second order ADI Schemes applied to multidimensional diffusion equations with mixed derivative terms, Appl. Num. Math., 59 (2009) 677-692.
[6] T. Steihaug, A. Wolfbrandt, An attempt to avoid exact Jacobian and nonlinear equations in the numerical solution of stiff differential equations, Math. Comput., 33 (1979) 521-534.
[7] P.J. van der Houwen, B.P. Sommeijer, Approximate factorization for time-dependent partial differential equations, J. Comput. Apple. Math., 128 (2001) 447-466.