Title :
Existence of limit occupational measures set used for averaging of singularly perturbed controlled stochastic differential equations
Author :
Borkar, Vivek ; Gaitsgory, Vladimir
Author_Institution :
Sch. of Technol. & Comput. Sci., Tata Inst. of Fundamental Res., Mumbai
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
Keywords :
differential equations; infinite horizon; singularly perturbed systems; stochastic processes; stochastic systems; limit occupational measure; singularly perturbed controlled stochastic differential equations; time horizon; Convergence; Differential equations; Extraterrestrial measurements; H infinity control; Lakes; Nonlinear dynamical systems; Stochastic processes; Time measurement; Topology; USA Councils;
Conference_Titel :
Decision and Control, 2006 45th IEEE Conference on
Conference_Location :
San Diego, CA
Print_ISBN :
1-4244-0171-2
DOI :
10.1109/CDC.2006.377570