Optimal control: linear quadratic methods
Optimal control: linear quadratic methods
A quasi-separation theorem for LQG optimal control with IQ constraints
Systems & Control Letters
Stochastic Linear Quadratic Regulators with Indefinite Control Weight Costs
SIAM Journal on Control and Optimization
Optimization by Vector Space Methods
Optimization by Vector Space Methods
Two comparison theorems of BSDES
Journal of Applied Mathematics and Computing
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A stochastic optimal LQR control problem under some integral quadratic (IQ) constraints is studied, with cross terms in both the cost and the constraint functionals, allowing all the control weighting matrices being indefinite. Sufficient conditions for the well-posedness of this problem are given. When these conditions are satisfied, the optimal control is explicitly derived via dual theory.