Abstract
We present a technique for proving convergence to the Aleksandrov solution of the Monge-Ampère equation of a stable and consistent finite difference scheme. We also require a notion of discrete convexity with a stability property and a local equicontinuity property for bounded sequences.
Similar content being viewed by others
References
Ash, R.B.: Measure, Integration, and Functional Analysis. Academic Press, New York–London (1972)
Awanou, G.: Convergence of a hybrid scheme for the elliptic Monge-Ampère equation. http://homepages.math.uic.edu/~awanou/up.html
Awanou, G.: On standard finite difference discretizations of the elliptic Monge-Ampère equation. arXiv:1311.2812 (2014)
Awanou, G.: Discrete Aleksandrov solutions of the Monge-Ampère equation. arXiv:1408.1729 (2015)
Awanou, G.: Smooth approximations of the Aleksandrov solution of the Monge-Ampère equation. Commun. Math. Sci. 13(2), 427–441 (2015)
Awanou, G., Matamba Messi, L.: A variational method for computing numerical solutions of the Monge-Ampère equation. arXiv:1510.00453 (2015)
Barles, G.: Solutions de Viscosité des Équations de Hamilton-Jacobi. Mathématiques & Applications (Berlin) [Mathematics & Applications], vol. 17. Springer, Paris (1994)
Benamou, J.D., Froese, B.D.: A viscosity framework for computing Pogorelov solutions of the Monge-Ampère equation. arXiv:1407.1300v2 (2014)
Evans, L.C., Gariepy, R.F.: Measure Theory and Fine Properties of Functions. Studies in Advanced Mathematics. CRC Press, Boca Raton (1992)
Faragó, I., Karátson, J.: Numerical Solution of Nonlinear Elliptic Problems via Preconditioning Operators: Theory and Applications. Advances in Computation: Theory and Practice, vol. 11. Nova Science Publishers, Hauppauge (2002)
Froese, B., Oberman, A.: Convergent finite difference solvers for viscosity solutions of the elliptic Monge-Ampère equation in dimensions two and higher. SIAM J. Numer. Anal. 49(4), 1692–1714 (2011)
Glowinski, R.: Numerical methods for fully nonlinear elliptic equations. In: ICIAM 07—6th International Congress on Industrial and Applied Mathematics, pp. 155–192. Eur. Math. Soc., Zürich (2009)
Gutiérrez, C.E.: The Monge-Ampère Equation. Progress in Nonlinear Differential Equations and their Applications, vol. 44. Birkhäuser, Boston (2001)
Hackbusch, W.: Elliptic Differential Equations. Theory and Numerical Treatment. Springer Series in Computational Mathematics, vol. 18. Springer, Berlin (2010). English edn., translated from the 1986 corrected German edition by Regine Fadiman and Patrick D.F. Ion
Hartenstine, D.: The Dirichlet problem for the Monge-Ampère equation in convex (but not strictly convex) domains. Electron. J. Differ. Equ. 2006, 138 (2006), 9 pp. (electronic)
Oberman, A.M.: Convergent difference schemes for degenerate elliptic and parabolic equations: Hamilton-Jacobi equations and free boundary problems. SIAM J. Numer. Anal. 44(2), 879–895 (2006) (electronic)
Oberman, A.M.: Finite difference methods for the infinity Laplace and \(p\)-Laplace equations. J. Comput. Appl. Math. 254, 65–80 (2013)
Pogorelov, A.V.: Monge-Ampère Equations of Elliptic Type. Noordhoff, Groningen (1964). Translated from the first Russian edition by Leo F. Boron with the assistance of, Rabenstein, Albert L. and Bollinger, Richard C.
Pogorelov, A.V.: Extrinsic Geometry of Convex Surfaces. Scientific Translations, Translations of Mathematical Monographs, vol. 35. AMS, Providence (1973). Translated from the Russian by Israel Program for
Rauch, J., Taylor, B.A.: The Dirichlet problem for the multidimensional Monge-Ampère equation. Rocky Mt. J. Math. 7(2), 345–364 (1977)
Acknowledgements
We would like to thank the referees for a careful reading of the paper. Gerard Awanou was partially supported by a Division of Mathematical Sciences of the US National Science Foundation grant No. 1319640.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Awanou, G., Awi, R. Convergence of Finite Difference Schemes to the Aleksandrov Solution of the Monge-Ampère Equation. Acta Appl Math 144, 87–98 (2016). https://doi.org/10.1007/s10440-016-0041-x
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10440-016-0041-x