Title of article
Large deviations for multiscale diffusion via weak convergence methods
Author/Authors
Dupuis، نويسنده , , Paul and Spiliopoulos، نويسنده , , Konstantinos، نويسنده ,
Issue Information
روزنامه با شماره پیاپی سال 2012
Pages
41
From page
1947
To page
1987
Abstract
We study the large deviations principle for locally periodic SDEs with small noise and fast oscillating coefficients. There are three regimes depending on how fast the intensity of the noise goes to zero relative to homogenization parameter. We use weak convergence methods which provide convenient representations for the action functional for all regimes. Along the way, we study weak limits of controlled SDEs with fast oscillating coefficients. We derive, in some cases, a control that nearly achieves the large deviations lower bound at prelimit level. This control is useful for designing efficient importance sampling schemes for multiscale small noise diffusion.
Keywords
Rugged energy landscape , Large deviations , importance sampling , Multiscale diffusion
Journal title
Stochastic Processes and their Applications
Serial Year
2012
Journal title
Stochastic Processes and their Applications
Record number
1578579
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