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Model Reduction in Power Systems Using Krylov Subspace Methods
This paper describes the use of Krylov subspace methods in the model reduction of power systems. Additionally, a connection between the Krylov subspace model reduction and coherency in power systems is proposed, aiming at retaining some physical ...
M A Pai
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Convergence of Restarted Krylov Subspaces to Invariant Subspaces [PDF]
The authors prove estimates for the angle (strictly spoken: for the containment gap) between a searched invariant subspace of a general \(n\times n\) matrix and the subspace generated by Krylov subspace methods like the Arnoldi algorithm or the biorthogonal Lanczos algorithm.
Beattie Christopher, Mark Embree
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Deflated and Augmented Krylov Subspace Techniques
Numerical Linear Algebra With Applications, 1997[Shortened review. The full version is available at Zbl ] The paper deals with the general framework of augmenting the Krylov subspace method when solving large and sparse nonsymmetric systems of linear algebraic equations. Three techniques proposed in order to increase the robustness of Krylov subspace methods are explained from the unifying point of ...
Yousef Saad
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Krylov subspaces and the analytic grade
Numerical Linear Algebra with Applications, 2005Typical behaviour of the solution of a linear system of equations obtained iteratively by Krylov methods can be characterized by three stages. Initially the residual diminishes steadily; this is followed by stagnation and finally rapid convergence near the algebraic grade.
Milos Ilic, Ian W. Turner
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Adaptive detectors in the Krylov subspace
Science China Information Sciences, 2014The validity of the application of the Krylov subspace techniques in adaptive filtering and detection is investigated. A new verification of the equivalence of two well-known methods in the Krylov subspace, namely the multistage Wiener filters (MWF) and the auxiliary-vector filtering (AVF), is given in this paper.
Weijian Liu 0001 +4 more
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On Moment Methods in Krylov Subspaces
Doklady Mathematics, 2020zbMATH Open Web Interface contents unavailable due to conflicting licenses.
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A Krylov Subspace Method for Information Retrieval
SIAM Journal on Matrix Analysis and Applications, 2004zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Katarina Blom, Axel Ruhe
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Computing in Science & Engineering, 2000
This survey article reviews the history and current importance of Krylov subspace iteration algorithms.
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This survey article reviews the history and current importance of Krylov subspace iteration algorithms.
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