Title :
Stochastic Maximum Principle for Optimal Control Problems of Forward-Backward Systems Involving Impulse Controls
Author :
Wu, Zhen ; Zhang, Feng
Author_Institution :
Sch. of Math., Shandong Univ., Jinan, China
fDate :
6/1/2011 12:00:00 AM
Abstract :
We consider a stochastic optimal control problem of a forward-backward system in which the control variable consists of two components: the continuous control and the impulse control. The domain of the control is assumed to be convex. Necessary optimality conditions of the Pontryagin maximum principle type are obtained for this stochastic optimal control problem. We also give additional conditions, under which the necessary optimality conditions turn out to be sufficient.
Keywords :
maximum principle; stochastic systems; Pontryagin maximum principle type; continuous control; control variable; forward-backward systems; impulse controls; stochastic maximum principle; stochastic optimal control problem; Differential equations; Equations; Optimal control; Optimization; Process control; Trajectory; Forward-backward (FB) stochastic control system; impulse control; maximum principle;
Journal_Title :
Automatic Control, IEEE Transactions on
DOI :
10.1109/TAC.2011.2114990