Solving stable generalized Lyapunov equations with the matrix sign function

被引:97
作者
Benner, P
Quintana-Ortí, ES
机构
[1] Univ Bremen, Fachbereich Math & Informat 3, Zentrum Technomath, D-28334 Bremen, Germany
[2] Univ Jaime 1, Dept Informat, E-12071 Castellon de La Plana, Spain
关键词
generalized Lyapunov equations; mathematical software; matrix sign function; Newton iteration; algebraic Riccati equations;
D O I
10.1023/A:1019191431273
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
We investigate the numerical solution of the stable generalized Lyapunov equation via the sign function method. This approach has already been proposed to solve standard Lyapunov equations in several publications. The extension to the generalized case is straightforward. We consider some modifications and discuss how to solve generalized Lyapunov equations with semidefinite constant term for the Cholesky factor. The basic computational tools of the method are basic linear algebra operations that can be implemented efficiently on modern computer architectures and in particular on parallel computers. Hence, a considerable speed-up as compared to the Bartels-Stewart and Hammarling methods is to be expected. We compare the algorithms by performing a variety of numerical tests.
引用
收藏
页码:75 / 100
页数:26
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