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
Link To Document :
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