Title :
On the value function of singularly perturbed optimal control systems
Author_Institution :
Dept. of Mathematics, Weizmann Inst. of Sci., Rehovot, Israel
Abstract :
The convergence of the value function of a singularly perturbed optimal control problem to the value function of an appropriately chosen variational limit problem examined. The limit problem is determined by the limit distributions of the control and the state on the fast time scale. The desired convergence follows from regularity properties of the limit problem. A byproduct of the proof is a scheme of constructing near optimal solutions to the perturbed problem from solutions of the limit problem.
Keywords :
convergence; optimal control; singularly perturbed systems; variational techniques; fast time scale; limit distributions; singularly perturbed optimal control systems; value function convergence; variational limit problem; Control systems; Convergence; Cost function; Integral equations; Mathematics; Optimal control;
Conference_Titel :
Decision and Control, 2004. CDC. 43rd IEEE Conference on
Conference_Location :
Nassau
Print_ISBN :
0-7803-8682-5
DOI :
10.1109/CDC.2004.1428668