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More on Stochastic and Variational Approach to the Lax-Friedrichs Scheme (1210.2178v2)
Published 8 Oct 2012 in math.NA, math.AP, and math.DS
Abstract: A stochastic and variational aspect of the Lax-Friedrichs scheme was applied to hyperbolic scalar conservation laws by Soga [arXiv: 1205.2167v1]. The results for the Lax-Friedrichs scheme are extended here to show its time-global stability, the large-time behavior, and error estimates. The proofs essentially rely on the calculus of variations in the Lax-Friedrichs scheme and on the theory of viscosity solutions of Hamilton-Jacobi equations corresponding to the hyperbolic scalar conservation laws. Also provided are basic facts that are useful in the numerical analysis and simulation of the weak Kolmogorov-Arnold-Moser (KAM) theory. As one application, a finite difference approximation to KAM tori is rigorously treated.