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On the Convergence of Finite Element Methods for Hamilton-Jacobi-Bellman Equations

Jensen, M; Smears, I; (2013) On the Convergence of Finite Element Methods for Hamilton-Jacobi-Bellman Equations. SIAM: Journal on Numerical Analysis , 51 (1) pp. 137-162. 10.1137/110856198. Green open access

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Abstract

We study the convergence of monotone $P1$ finite element methods on unstructured meshes for fully nonlinear Hamilton--Jacobi--Bellman equations arising from stochastic optimal control problems with possibly degenerate, isotropic diffusions. Using elliptic projection operators we treat discretizations which violate the consistency conditions of the framework by Barles and Souganidis. We obtain strong uniform convergence of the numerical solutions and, under nondegeneracy assumptions, strong $L^2$ convergence of the gradients.

Type: Article
Title: On the Convergence of Finite Element Methods for Hamilton-Jacobi-Bellman Equations
Open access status: An open access version is available from UCL Discovery
DOI: 10.1137/110856198
Publisher version: http://dx.doi.org/10.1137/110856198
Language: English
Additional information: © 2013, Society for Industrial and Applied Mathematics This version is the version of record. For information on re-use, please refer to the publisher’s terms and conditions.
Keywords: Science & Technology, Physical Sciences, Mathematics, Applied, Mathematics, finite element methods, partial differential equations, Hamilton-Jacobi-Bellman equations, viscosity solutions, PARTIAL-DIFFERENTIAL EQUATIONS, DISCRETE MAXIMUM PRINCIPLE, PARABOLIC EQUATIONS, VISCOSITY SOLUTIONS, APPROXIMATION, DIFFUSION, SCHEMES, COEFFICIENTS, GRIDS, TIME
UCL classification: UCL
UCL > Provost and Vice Provost Offices
UCL > Provost and Vice Provost Offices > UCL BEAMS
UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of Maths and Physical Sciences
UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of Maths and Physical Sciences > Dept of Mathematics
URI: https://discovery.ucl.ac.uk/id/eprint/1572496
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