Factorized solution of Lyapunov equations based on hierarchical matrix arithmetic (Q858172)

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scientific article; zbMATH DE number 5082635
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Factorized solution of Lyapunov equations based on hierarchical matrix arithmetic
scientific article; zbMATH DE number 5082635

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    Factorized solution of Lyapunov equations based on hierarchical matrix arithmetic (English)
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    8 January 2007
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    To obtain the symmetric positive definite solution \(X\) of a Lyapunov equation \(AX+XA^T+BB^T=0\), it is best to compute its factor \(Y\) such that \(X=YY^T\). An approximation to \(Y\) can be obtained using the sign method [\textit{J. D. Roberts}, Int. J. Control 32, 677--687 (1980, Zbl 0463.93050)]. In some applications (finite element method; boundary element method) the matrices have a hierarchical structure of blocks of low rank (so called \(\mathcal H\) matrices). In this paper a method is proposed that combines the \(\mathcal H\) matrix structure with the sign method to compute a \(Y\)-factor of the solution of the Lyapunov equation. An extension to more general Lyapunov equations (such as those appearing in descriptor systems) is also included.
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    H-matrix
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    hierarchical matrix
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    rank structured matrix
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    sign function
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    model reduction
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    Lyapunov equation
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    descriptor system
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    sign method
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