Sixth-order adaptive non-uniform grids for singularly perturbed boundary value problems
Publication date
2019-01
Editors
Garanzha, Vladimir A.
Kamenski, Lennard
Si, Hang
Advisors
Supervisors
Document Type
Part of book
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taverne
Abstract
In this paper, a sixth order adaptive non-uniform grid has been developed for solving a singularly perturbed boundary-value problem (SPBVP) with boundary layers. For this SPBVP with a small parameter in the leading derivative, an adaptive finite difference method based on the equidistribution principle, is adopted to establish 6th order of convergence. To achieve this supra-convergence, we study the truncation error of the discretized system and obtain an optimal adaptive non-uniform grid. Considering a second order three-point central finite-difference scheme, we develop sixth order approximations by a suitable choice of the underlying optimal adaptive grid. Further, we apply this optimal adaptive grid to nonlinear SPBVPs, by using an extra approximations of the nonlinear term and we obtain almost 6th order of convergence. Unlike other adaptive non-uniform grids, our strategy uses no pre-knowledge of the location and width of the layers. We also show that other choices of the grid distributions lead to a substantial degradation of the accuracy. Numerical results illustrate the effectiveness of the proposed higher order adaptive numerical strategy for both linear and nonlinear SPBVPs.
Keywords
Adaptive non-uniform grids, Boundary layers, Boundary value problems, Equidistribution principle, Optimal grids, Singular perturbations, Supra-convergence, Taverne, Modelling and Simulation, General Engineering, Discrete Mathematics and Combinatorics, Control and Optimization, Computational Mathematics
Citation
Iqbal, S & Zegeling, P A 2019, Sixth-order adaptive non-uniform grids for singularly perturbed boundary value problems. in V A Garanzha, L Kamenski & H Si (eds), Numerical geometry, grid generation and scientific computing : proceedings of the 9th International Conference, NUMGRID 2018 / Voronoi 150, celebrating the 150th anniversary of G.F. Voronoi, Moscow, Russia, December 2018. Lecture Notes in Computational Science and Engineering, vol. 131, Springer, pp. 109-124, 9th International Conference on Numerical Geometry, Grid Generation, and Scientific Computing, celebrating the 150th anniversary of Georgy F. Voronoi, NUMGRID 2018, Moscow, Russian Federation, 3/12/18. https://doi.org/10.1007/978-3-030-23436-2_8, conference