Successive method for general multiple linear-quadratic control problem in discrete time

作者: Li-Zhi Liao , Duan Li

DOI: 10.1109/9.867059

关键词: Control (linguistics)Structure (category theory)SequenceParametric statisticsLinear-quadratic-Gaussian controlMathematicsOptimal controlApplied mathematicsConvergence (routing)Discrete time and continuous timeMathematical optimization

摘要: A successive method is proposed for the general multiple linear-quadratic control problem in discrete time. family of auxiliary parametric problems constructed such that its solution sequence converges to optimal original problem. Theoretical analysis computational procedure and global convergence provided. The utilizes special structure problem, thus being computationally efficient able furnish a closed-loop law.

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