Abstract
We consider the solution of Poisson Dirichlet problems in simply-connected irregular domains. These domains are conformally mapped onto the unit disk and the resulting Poisson Dirichlet problems are solved efficiently using a Kansa-radial basis function (RBF) method with a matrix decomposition algorithm (MDA). In a similar way, we treat Poisson Dirichlet and Poisson Dirichlet–Neumann problems in doubly-connected domains. These domains are mapped onto annular domains by a conformal mapping and the resulting Poisson Dirichlet and Poisson Dirichlet–Neumann problems are solved efficiently using a Kansa-RBF MDA. Several examples demonstrating the applicability of the proposed technique are presented.
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References
Abramowitz, M., Stegun, I.E.: Handbook of Mathematical Functions. Dover, New York (1972)
Bialecki, B., Fairweather, G., Karageorghis, A.: Matrix decomposition algorithms for elliptic boundary value problems: a survey. Numer. Algorithms 56, 253–295 (2011)
Bramble, J., King, J.: A finite element method for interface problems in domains with smooth boundaries and interfaces. Adv. Comput. Math. 6, 109–138 (1996)
Buhmann, M.D.: A new class of radial basis functions with compact support. Math. Comput. 70, 307–318 (2001)
Coco, A., Russo, G.: Finite-difference ghost-point multigrid methods on Cartesian grids for elliptic problems in arbitrary domains. J. Comput. Phys. 241, 464–501 (2013)
Davis, P.J.: Circulant Matrices, 2nd edn. AMS Chelsea Publishing, Providence (1994)
Driscoll, T.A.: The Schwarz-Christoffel Toolbox for MATLAB, http://www.math.udel.edu/driscoll/SC
Driscoll, T.A., Trefethen, L.N.: Schwarz-Christoffel Mapping, Cambridge Monographs on Applied and Computational Mathematics, vol. 8. Cambridge University Press, Cambridge (2002)
Fasshauer, G.E.: Meshfree Approximation Methods with MATLAB, Interdisciplinary Mathematical Sciences, vol. 6. World Scientific Publishing Co. Pte. Ltd, Hackensack (2007)
Fasshauer, G.E., Zhang, J.G.: On choosing optimal shape parameters for rbf approximation. Numer. Algorithms 45, 345–368 (2007)
Fasshauer, G.E., McCourt, M.: Kernel-based Approximation Methods using MATLAB, Interdisciplinary Mathematical Sciences, vol. 19. World Scientific Publishing Co. Pte. Ltd, Hackensack (2016)
Fornberg, B., Wright, G.: Stable computation of multiquadric interpolants for all values of the shape parameter. Comput. Math. Appl. 48, 853–867 (2004)
Fornberg, B., Flyer, N.: A Primer on Radial Basis Functions with Applications to the Geosciences, Society for Industrial and Applied Mathematics, Philadelphia, Pa., CBMS-NSF Regional Conference Series in Applied Mathematics, No. 87 (2015)
Gibou, F., Fedkiw, R.P., Cheng, L.-T., Kang, M.: A second-order-accurate symmetric discretization of the Poisson equation on irregular domains. J. Comput. Phys. 176, 205–227 (2002)
Gradshteyn, I.S., Ryzhik, I.M.: Table of Integrals, Series, and Products, 6th edn. Academic Press Inc, San Diego (2000)
Heryudono, A.R.H., Driscoll, T.A.: Radial basis function interpolation on irregular domain through conformal transplantation. J. Sci. Comput. 44, 286–300 (2010)
Hough, D.M.: User’s Guide to CONFPACK, IPS Research Report 90–11. ETH, Zürich (1990)
Kamgnia, E., Sameh, A.: A fast elliptic solver for simply connected domains. Comput. Phys. Comm. 55, 43–69 (1989)
Kansa, E.J.: Multiquadrics: a scattered data approximation scheme with applications to computational fluid-dynamics. II. Solutions to parabolic, hyperbolic and elliptic partial differential equations. Comput. Math. Appl. 19, 147–161 (1990)
Kantorovich, L.V., Krylov, V.I.: Approximate Methods of Higher Analysis. P. Noordhoff Ltd., Groningen (1958)
Karageorghis, A., Chen, C.S., Liu, X.-Y.: Kansa-RBF algorithms for elliptic problems in axisymmetric domains. SIAM J. Sci. Comput. 38, A435–A470 (2016)
Karageorghis, A., Smyrlis, Y.-S.: Conformal mapping for the efficient MFS solution of Dirichlet boundary value problems. Computing 83, 1–25 (2008)
Kober, H.: Dictionary of Conformal Representations. Admiralty Computing Service, Department of Scientific Research and Experiment, Admiralty, London (1944–1948)
Kythe, P.K.: Computational Conformal Mapping. Birkhäuser, Boston (1998)
Lee, C.K., Liu, X., Fan, S.C.: Local multiquadric approximation for solving boundary value problems. Comput. Mech. 30, 396–409 (2003)
Levin, D., Papamichael, N., Sideridis, A.: On the use of conformal transformations for the numerical solution of harmonic boundary value problems. Comput. Methods Appl. Mech. Eng. 12, 201–218 (1977)
Liu, X.Y., Karageorghis, A., Chen, C.S.: A Kansa-radial basis function method for elliptic boundary value problems in annular domains. J. Sci. Comput. 65, 1240–1269 (2015)
Liu, X.Y., Li, W., Li, M., Chen, C.S.: Circulant matrix and conformal mapping for solving partial differential equations. Comput. Math. Appl. 68, 67–76 (2014)
Moiseev, I.: Elliptic functions for Matlab and Octave. GitHub repository (2008). doi:10.5281/zenodo.48264
Nehari, Z.: Conformal Mapping. Reprinting of the 1952 edition. Dover Publications, Inc., New York (1975)
Papamichael, N.: Dieter Gaier’s contributions to numerical conformal mapping. Comput. Methods Funct. Theory 3, 1–53 (2003)
Papamichael, N., Stylianopoulos, N.: Numerical Conformal Mapping: Domain Decomposition and the Mapping of Quadrilaterals. World Scientific Publishing Co., Pte. Ltd, Hackensack (2010)
Spiegel, M.R.: Complex Variables. McGraw-Hill, New York (1964)
Symm, G.T.: Conformal mapping of doubly-connected domains. Numer. Math. 13, 448–457 (1969)
The MathWorks, Inc., 3 Apple Hill Dr., Natick, MA, Matlab
Warby, M.K.: BKMPACK User’s Guide, Technical Report. Department of Mathematics and Statistics, Brunel University, Uxbridge (1992)
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The authors are grateful to Professor Nick Papamichael for many enlightening discussions.
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Liu, XY., Chen, C.S. & Karageorghis, A. Conformal Mapping for the Efficient Solution of Poisson Problems with the Kansa-RBF Method. J Sci Comput 71, 1035–1061 (2017). https://doi.org/10.1007/s10915-016-0330-6
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DOI: https://doi.org/10.1007/s10915-016-0330-6