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An Ultra-Weak Discontinuous Galerkin Method with Implicit–Explicit Time-Marching for Generalized Stochastic KdV Equations
- Source :
- Journal of Scientific Computing. 82
- Publication Year :
- 2020
- Publisher :
- Springer Science and Business Media LLC, 2020.
-
Abstract
- In this paper, an ultra-weak discontinuous Galerkin (DG) method is developed to solve the generalized stochastic Korteweg–de Vries (KdV) equations driven by a multiplicative temporal noise. This method is an extension of the DG method for purely hyperbolic equations and shares the advantage and flexibility of the DG method. Stability is analyzed for the general nonlinear equations. The ultra-weak DG method is shown to admit the optimal error of order $$k+1$$ in the sense of the spatial $$L^2(0,2\pi )$$-norm for semi-linear stochastic equations, when polynomials of degree $$k\ge 2$$ are used in the spatial discretization. A second order implicit–explicit derivative-free time discretization scheme is also proposed for the matrix-valued stochastic ordinary differential equations derived from the spatial discretization. Numerical examples using Monte Carlo simulation are provided to illustrate the theoretical results.
- Subjects :
- Numerical Analysis
Discretization
Applied Mathematics
Multiplicative function
Monte Carlo method
General Engineering
01 natural sciences
Theoretical Computer Science
010101 applied mathematics
Computational Mathematics
Nonlinear system
Computational Theory and Mathematics
Discontinuous Galerkin method
Ordinary differential equation
Applied mathematics
0101 mathematics
Korteweg–de Vries equation
Hyperbolic partial differential equation
Software
Mathematics
Subjects
Details
- ISSN :
- 15737691 and 08857474
- Volume :
- 82
- Database :
- OpenAIRE
- Journal :
- Journal of Scientific Computing
- Accession number :
- edsair.doi...........7d183aa9015dde38daebb1dfae4ecb31
- Full Text :
- https://doi.org/10.1007/s10915-020-01162-8