Singularly Perturbed and Weakly Coupled Linear Control Systems: A Recursive Approach
Singularly Perturbed and Weakly Coupled Linear Control Systems: A Recursive Approach
On Iterative Solutions of General Coupled Matrix Equations
SIAM Journal on Control and Optimization
Hierarchical gradient-based identification of multivariable discrete-time systems
Automatica (Journal of IFAC)
Gradient based iterative solutions for general linear matrix equations
Computers & Mathematics with Applications
Gradient-based iterative solutions for general matrix equations
ACC'09 Proceedings of the 2009 conference on American Control Conference
Transformations between some special matrices
Computers & Mathematics with Applications
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In this letter, a computational approach for solving cross-coupled algebraic Riccati equations (CAREs) is investigated. The main purpose of this letter is to propose a new algorithm that combines Newton's method with a gradient-based iterative (GI) algorithm for solving CAREs. In particular, it is noteworthy that both a quadratic convergence under an appropriate initial condition and reduction in dimensions for matrix computation are both achieved. A numerical example is provided to demonstrate the efficiency of this proposed algorithm.