Fourier Spectral Methods for Some Linear Stochastic Space-Fractional Partial Differential Equations
Fourier spectral methods for solving some linear stochastic space-fractional partial differential equations perturbed by space-time white noises in the one-dimensional case are introduced and analysed. The space-fractional derivative is defined by using the eigenvalues and eigenfunctions of the Lapl...
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| Published in | Mathematics (Basel) Vol. 4; no. 3; p. 45 |
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| Abstract | Fourier spectral methods for solving some linear stochastic space-fractional partial differential equations perturbed by space-time white noises in the one-dimensional case are introduced and analysed. The space-fractional derivative is defined by using the eigenvalues and eigenfunctions of the Laplacian subject to some boundary conditions. We approximate the space-time white noise by using piecewise constant functions and obtain the approximated stochastic space-fractional partial differential equations. The approximated stochastic space-fractional partial differential equations are then solved by using Fourier spectral methods. Error estimates in the L 2 -norm are obtained, and numerical examples are given. |
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| AbstractList | Fourier spectral methods for solving some linear stochastic space-fractional partial differential equations perturbed by space-time white noises in the one-dimensional case are introduced and analysed. The space-fractional derivative is defined by using the eigenvalues and eigenfunctions of the Laplacian subject to some boundary conditions. We approximate the space-time white noise by using piecewise constant functions and obtain the approximated stochastic space-fractional partial differential equations. The approximated stochastic space-fractional partial differential equations are then solved by using Fourier spectral methods. Error estimates in the L 2 -norm are obtained, and numerical examples are given. |
| Author | Yan, Yubin Khan, Monzorul Liu, Yanmei |
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| SubjectTerms | Approximation Derivatives Differential equations error estimates Fourier analysis Fourier spectral method Mathematical models Mathematics Partial differential equations space-fractional partial differential equations Spectral methods stochastic partial differential equations Stochasticity White noise |
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