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Volume 15, Issue 5
A Reconstructed Discontinuous Approximation to Monge-Ampère Equation in Least Square Formulation

Ruo Li & Fanyi Yang

Adv. Appl. Math. Mech., 15 (2023), pp. 1109-1141.

Published online: 2023-06

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  • Abstract

We propose a numerical method to solve the Monge-Ampère equation which admits a classical convex solution. The Monge-Ampere equation is reformulated into an equivalent first-order system. We adopt a novel reconstructed discontinuous approximation space which consists of piecewise irrotational polynomials. This space allows us to solve the first-order system in two sequential steps. In the first step, we solve a nonlinear system to obtain the approximation to the gradient. A Newton iteration is adopted to handle the nonlinearity of the system. The approximation to the primitive variable is obtained from the approximate gradient by a trivial least squares finite element method in the second step. Numerical examples in both two and three dimensions are presented to show an optimal convergence rate in accuracy. It is interesting to observe that the approximation solution is piecewise convex. Particularly, with the reconstructed approximation space, the proposed method numerically demonstrates a remarkable robustness. The convergence of the Newton iteration does not rely on the initial values. The dependence of the convergence on the penalty parameter in the discretization is also negligible, in comparison to the classical discontinuous approximation space.

  • AMS Subject Headings

65N30

  • Copyright

COPYRIGHT: © Global Science Press

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@Article{AAMM-15-1109, author = {Li , Ruo and Yang , Fanyi}, title = {A Reconstructed Discontinuous Approximation to Monge-Ampère Equation in Least Square Formulation}, journal = {Advances in Applied Mathematics and Mechanics}, year = {2023}, volume = {15}, number = {5}, pages = {1109--1141}, abstract = {

We propose a numerical method to solve the Monge-Ampère equation which admits a classical convex solution. The Monge-Ampere equation is reformulated into an equivalent first-order system. We adopt a novel reconstructed discontinuous approximation space which consists of piecewise irrotational polynomials. This space allows us to solve the first-order system in two sequential steps. In the first step, we solve a nonlinear system to obtain the approximation to the gradient. A Newton iteration is adopted to handle the nonlinearity of the system. The approximation to the primitive variable is obtained from the approximate gradient by a trivial least squares finite element method in the second step. Numerical examples in both two and three dimensions are presented to show an optimal convergence rate in accuracy. It is interesting to observe that the approximation solution is piecewise convex. Particularly, with the reconstructed approximation space, the proposed method numerically demonstrates a remarkable robustness. The convergence of the Newton iteration does not rely on the initial values. The dependence of the convergence on the penalty parameter in the discretization is also negligible, in comparison to the classical discontinuous approximation space.

}, issn = {2075-1354}, doi = {https://doi.org/10.4208/aamm.OA-2022-0047}, url = {http://global-sci.org/intro/article_detail/aamm/21770.html} }
TY - JOUR T1 - A Reconstructed Discontinuous Approximation to Monge-Ampère Equation in Least Square Formulation AU - Li , Ruo AU - Yang , Fanyi JO - Advances in Applied Mathematics and Mechanics VL - 5 SP - 1109 EP - 1141 PY - 2023 DA - 2023/06 SN - 15 DO - http://doi.org/10.4208/aamm.OA-2022-0047 UR - https://global-sci.org/intro/article_detail/aamm/21770.html KW - Monge-Ampère equation, least squares method, reconstructed discontinuous approximation. AB -

We propose a numerical method to solve the Monge-Ampère equation which admits a classical convex solution. The Monge-Ampere equation is reformulated into an equivalent first-order system. We adopt a novel reconstructed discontinuous approximation space which consists of piecewise irrotational polynomials. This space allows us to solve the first-order system in two sequential steps. In the first step, we solve a nonlinear system to obtain the approximation to the gradient. A Newton iteration is adopted to handle the nonlinearity of the system. The approximation to the primitive variable is obtained from the approximate gradient by a trivial least squares finite element method in the second step. Numerical examples in both two and three dimensions are presented to show an optimal convergence rate in accuracy. It is interesting to observe that the approximation solution is piecewise convex. Particularly, with the reconstructed approximation space, the proposed method numerically demonstrates a remarkable robustness. The convergence of the Newton iteration does not rely on the initial values. The dependence of the convergence on the penalty parameter in the discretization is also negligible, in comparison to the classical discontinuous approximation space.

Ruo Li & Fanyi Yang. (2023). A Reconstructed Discontinuous Approximation to Monge-Ampère Equation in Least Square Formulation. Advances in Applied Mathematics and Mechanics. 15 (5). 1109-1141. doi:10.4208/aamm.OA-2022-0047
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