• 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