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STRONG CONVERGENCE ORDER FOR THE SCHEME OF FRACTIONAL DIFFUSION EQUATION DRIVEN BY FRACTIONAL GAUSSIAN NOISE.

Authors :
DAXIN NIE
JING SUN
WEIHUA DENG
Source :
SIAM Journal on Numerical Analysis; 2022, Vol. 60 Issue 4, p1879-1904, 26p
Publication Year :
2022

Abstract

Fractional Gaussian noise models the time series with long-range dependence; when the Hurst index H(1/2, 1), it has positive correlation reflecting a persistent autocorrelation structure. This paper studies the numerical method for solving the stochastic fractional diffusion equation driven by fractional Gaussian noise. Using the operator theoretical approach, we present the regularity estimate of the mild solution and the fully discrete scheme with finite element approximation in space and backward Euler convolution quadrature in time. The O(H-pα) convergence rate in time in space are obtained, showing the relationship between the regularity of noise and convergence rates, where p is a parameter to measure the regularity of noise and α (0, 1). Finally, numerical experiments are performed to support the theoretical results. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00361429
Volume :
60
Issue :
4
Database :
Complementary Index
Journal :
SIAM Journal on Numerical Analysis
Publication Type :
Academic Journal
Accession number :
159783199
Full Text :
https://doi.org/10.1137/20M1356270