IEEE Transactions on Automatic Control · 2011 · 41 citations · 29 references
Natural SciencesMathematicsOptimizationProbability TheoryStochastic ProcessesControl TheoryOptimal ControlStochastic CalculusStochastic ControlStochastic OptimizationStochastic Systems ModelingContinuous-time ControlImpulse ControlMaximum PrinciplesOptimal Control Of Stochastic SystemsOptimality ConditionsPontryagin Maximum PrinciplePontryagin's Maximum PrincipleStochastic Optimal Control
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.
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