用高阶矩阵符号函数算法求解代数Riccati和Lyapunov方程的方法

M. Hasan, Jiann-Shiou Yang, A. Hasan
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引用次数: 5

摘要

给出了计算复矩阵的矩阵符号函数的一组高阶有理不动点函数。我们的主要重点是这些有理函数的部分分式形式的表示,这反过来又允许矩阵符号函数算法的并行实现。然后利用矩阵符号函数计算代数Riccati和Lyapunov矩阵方程的正半定解。该方法可用于计算任意半平面上非奇异矩阵的不变子空间。通过几个算例验证了这些方法的性能。
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A method for solving the algebraic Riccati and Lyapunov equations using higher order matrix sign function algorithms
A set of higher order rational fixed point functions for computing the matrix sign function of complex matrices is developed. Our main focus is the representation of these rational functions in partial fraction form which in turn allows for a parallel implementation of the matrix sign function algorithms. The matrix sign function is then used to compute the positive semidefinite solution of the algebraic Riccati and Lyapunov matrix equations. It is also suggested that the proposed methods can be used to compute the invariant subspaces of a nonsingular matrix in any half plane. The performance of these methods is demonstrated by several examples.
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