Singular Perturbations in Ergodic Control of Diffusions

نویسندگان

  • Vivek S. Borkar
  • Vladimir Gaitsgory
چکیده

Ergodic control of a non-degenerate diffusion with two timescales is studied in the limiting case as the time-scale separation increases to infinity. It is shown that the limit problem is another ergodic control problem for the slow time-scale component alone with its dynamics averaged over the (controlled) invariant probability measures for the fast component. These measures in turn can be treated as the ‘effective control variable’.

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عنوان ژورنال:
  • SIAM J. Control and Optimization

دوره 46  شماره 

صفحات  -

تاریخ انتشار 2007