Convergence analysis of the finite difference ADI scheme for the heat equation on a convex set
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- by Bernard Bialecki, Maksymilian Dryja and Ryan I. Fernandes;
- Math. Comp. 90 (2021), 2757-2784
- DOI: https://doi.org/10.1090/mcom/3653
- Published electronically: July 15, 2021
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Abstract:
It is well known that for the heat equation on a rectangle, the finite difference alternating direction implicit (ADI) method converges with order two. For the first time in the literature, we bound errors of the finite difference ADI method for the heat equation on a convex set for which it is possible to construct a partition consistent with the boundary. Numerical results indicate that the ADI method may also work for some nonconvex sets for which it is possible to construct a partition consistent with the boundary.References
- B. Bialecki, M. Dryja, and R. I. Fernandes, Convergence analysis of the finite difference ADI scheme for variable coefficient parabolic problems with nonzero Dirichlet boundary conditions, Comput. Math. Math. Phys. 58 (2018), no. 12, 2086–2108. MR 3908944, DOI 10.1134/S0965542519010032
- Stephen Boyd and Lieven Vandenberghe, Convex optimization, Cambridge University Press, Cambridge, 2004. MR 2061575, DOI 10.1017/CBO9780511804441
- M. Dryja, A priori estimates in $W_{2}{}^{2}$ in a convex domain for systems of elliptic difference equations, Ž. Vyčisl. Mat i Mat. Fiz. 12 (1972), 1595–1601, 1632 (Russian). MR 321313
- Graeme Fairweather, Finite element Galerkin methods for differential equations, Lecture Notes in Pure and Applied Mathematics, Vol. 34, Marcel Dekker, Inc., New York-Basel, 1978. MR 495013
- G. Fairweather and A. R. Mitchell, A new computational procedure for $\textrm {A.D.I.}$ methods, SIAM J. Numer. Anal. 4 (1967), 163–170. MR 218027, DOI 10.1137/0704016
- Willis H. Guilinger Jr., The Peaceman-Rachford method for small mesh increments, J. Math. Anal. Appl. 11 (1965), 261–277. MR 183125, DOI 10.1016/0022-247X(65)90086-7
- Nicholas J. Higham, Accuracy and stability of numerical algorithms, Society for Industrial and Applied Mathematics (SIAM), Philadelphia, PA, 1996. MR 1368629
- W. H. Hundsdorfer and J. G. Verwer, Stability and convergence of the Peaceman-Rachford ADI method for initial-boundary value problems, Math. Comp. 53 (1989), no. 187, 81–101. MR 969489, DOI 10.1090/S0025-5718-1989-0969489-7
- Hans Johansen and Phillip Colella, A Cartesian grid embedded boundary method for Poisson’s equation on irregular domains, J. Comput. Phys. 147 (1998), no. 1, 60–85. MR 1657761, DOI 10.1006/jcph.1998.5965
- Peter McCorquodale, Phillip Colella, and Hans Johansen, A Cartesian grid embedded boundary method for the heat equation on irregular domains, J. Comput. Phys. 173 (2001), no. 2, 620–635. MR 1866860, DOI 10.1006/jcph.2001.6900
- K. W. Morton and D. F. Mayers, Numerical solution of partial differential equations, Cambridge University Press, Cambridge, 1994. An introduction. MR 1312611
- D. W. Peaceman and H. H. Rachford Jr., The numerical solution of parabolic and elliptic differential equations, J. Soc. Indust. Appl. Math. 3 (1955), 28–41. MR 71874, DOI 10.1137/0103003
- Alexander A. Samarskii, The theory of difference schemes, Monographs and Textbooks in Pure and Applied Mathematics, vol. 240, Marcel Dekker, Inc., New York, 2001. MR 1818323, DOI 10.1201/9780203908518
- A. A. Samarskiĭ and A. V. Gulin, Ustoĭchivost′raznostnykh skhem, 2nd ed., Èditorial URSS, Moscow, 2004 (Russian, with Russian summary). MR 2263771
- John C. Strikwerda, Finite difference schemes and partial differential equations, The Wadsworth & Brooks/Cole Mathematics Series, Wadsworth & Brooks/Cole Advanced Books & Software, Pacific Grove, CA, 1989. MR 1005330
- J. W. Thomas, Numerical partial differential equations: finite difference methods, Texts in Applied Mathematics, vol. 22, Springer-Verlag, New York, 1995. MR 1367964, DOI 10.1007/978-1-4899-7278-1
Bibliographic Information
- Bernard Bialecki
- Affiliation: Department of Applied Mathematics and Statistics, Colorado School of Mines, Golden, Colorado 80401
- MR Author ID: 252450
- Email: bbialeck@mines.edu
- Maksymilian Dryja
- Affiliation: Institute of Applied Mathematics and Mechanics, Warsaw University, 02-097 Warsaw, Poland
- Email: dryja@mimuw.edu.pl
- Ryan I. Fernandes
- Affiliation: Department of Mathematics, Khalifa University of Science and Technology, P.O. Box 2533, Abu Dhabi, United Arab Emirates
- MR Author ID: 312570
- ORCID: 0000-0002-5176-8250
- Email: ryan.fernandes@ku.ac.ae
- Received by editor(s): June 3, 2020
- Received by editor(s) in revised form: January 30, 2021
- Published electronically: July 15, 2021
- Additional Notes: The first author was supported by a Fulbright grant to Poland.
- © Copyright 2021 American Mathematical Society
- Journal: Math. Comp. 90 (2021), 2757-2784
- MSC (2020): Primary 65M06, 65M12, 65M15
- DOI: https://doi.org/10.1090/mcom/3653
- MathSciNet review: 4305368