Solving Shifted Systems for Quasiseparable Matrices
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Abstract
In this paper we develop fast numerical algorithms for solving shifted linear systems with semidefinite quasiseparable matrices.
A combination of Givens and hyperbolic plane rotations is used to update the Cholesky-type factorization of the input quasiseparable matrix by
determining a factorization of its shifted version of the form $LDL^T$, where $L$ is lower triangular and $D$ is a signature matrix.
If the shifted matrix is also definite then the Cholesky factorization of the shifted matrix is computed in a stable way by using orthogonal transformations. Since quasiseparability is maintained under diagonal shifting, a fast variant of the updating procedure using
computations with generators is also devised. Numerical experiments show the effectiveness and robustness of the proposed algorithm.