Abstract
We establish that, under certain conditions, the set of occupational measures as well as the set of mathematical expectations of occupational measures generated by the admissible controls and the corresponding solutions of a controlled stochastic differential equation (CSDE) converge (with the time horizon tending to infinity) to a set called limit occupational measures set (LOMS) and we show that this limit set coincides with the set of stationary marginal distributions of the CSDE. We also demonstrate the applicability of our results for averaging of singularly perturbed CSDE.
Original language | English |
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Pages (from-to) | 1436-1473 |
Number of pages | 38 |
Journal | SIAM Journal on Control and Optimization |
Volume | 44 |
Issue number | 4 |
DOIs | |
Publication status | Published - 2005 |
Externally published | Yes |
Keywords
- Approximation of slow motions
- Averaging method
- Limit occupational measures sets
- Occupational measures
- Singularly perturbed controlled stochastic differential equations