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Stochastic Processes and their Applications
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Stochastic Processes and their Applications
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Strong and weak orders in averaging for SPDEs

Authors: Bréhier, Charles-Edouard;

Strong and weak orders in averaging for SPDEs

Abstract

We show an averaging result for a system of stochastic evolution equations of parabolic type with slow and fast time scales. We derive explicit bounds for the approximation error with respect to the small parameter defining the fast time scale. We prove that the slow component of the solution of the system converges towards the solution of the averaged equation with an order of convergence is 1/2 in a strong sense - approximation of trajectories - and 1 in a weak sense - approximation of laws. These orders turn out to be the same as for the SDE case.

Country
France
Keywords

Statistics and Probability, [MATH.MATH-PR] Mathematics [math]/Probability [math.PR], Numerical Analysis, Averaging Principle, Stochastic Partial Differential Equations, Averaging of perturbations for nonlinear problems in mechanics, Applied Mathematics, Probability (math.PR), Stochastic partial differential equations, Numerical Analysis (math.NA), [MATH.MATH-NA] Mathematics [math]/Numerical Analysis [math.NA], 60H15,70K65,70K70, Strong and Weak Approximation, [MATH.MATH-PR]Mathematics [math]/Probability [math.PR], Averaging principle, Stochastic partial differential equations (aspects of stochastic analysis), Modelling and Simulation, FOS: Mathematics, [MATH.MATH-NA]Mathematics [math]/Numerical Analysis [math.NA], Strong and weak approximations, Probability

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
94
Top 1%
Top 10%
Top 10%
Green
hybrid