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  On the occurrence of superlinear convergence of exact and inexact Krylov subspace methods (2005) [3 citations — 0 self]

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by Daniel B. Szyld, Valeria Simoncini, Valeria Simoncini, Daniel, B. Szyld
SIAM Rev
http://www.math.temple.edu/~szyld/reports/sup_rep.ps
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Abstract:

Abstract. We present a general analytical model which describes the superlinear convergence of Krylov subspace methods. We take an invariant subspace approach, so that our results apply also to inexact methods, and to non-diagonalizable matrices. Thus, we provide a unified treatment of the superlinear convergence of GMRES, Conjugate Gradients, block versions of these, and inexact subspace methods. Numerical experiments illustrate the bounds obtained. 1. Introduction. We

Citations

842 GMRES: A generalized minimal residual algorithm for solving nonsymmetric linear systems – Saad, Schultz - 1986
754 The Algebraic Eigenvalue Problem – Wilkinson - 1965
721 Iterative Methods for Sparse Linear Systems – Saad - 2003
350 Matrix Perturbation Theory – Stewart, Sun - 1990
292 Numerical Methods for Large Eigenvalue Problems – Saad - 1992
264 Numerical Methods for Least Squares Problems – Björck - 1996
183 Iterative Methods for Solving Linear Systems – Greenbaum - 1997
69 Spectral Approximation of Linear Operators – CHATELIN - 1983
69 The block conjugate gradient algorithm and related methods. Linear Algebra and its Applications – O'Leary - 1980
55 The test matrix toolbox for matlab (version 3.0 – Higham - 1995
52 der Vorst. The rate of convergence of conjugate gradients – Sluis, van - 1986
45 Convergence of Iterations for Linear Equations – Nevanlinna - 1993
44 A restarted GMRES method augmented with eigenvectors – Morgan - 1995
33 The superlinear convergence behaviour of GMRES – Vorst, Vuik - 1993
29 Performance and analysis of saddle point preconditioners for the discrete steady-state Navier-Stokes equations – Elman, Silvester, et al. - 2000
28 Inexact preconditioned conjugate gradient method with inner-outer iterations – Golub, Ye - 1999
24 Any nonincreasing convergence curve is possible for GMRES – Greenbaum, Pták, et al. - 1996
20 Block-Triangular preconditioners for saddle point problems with a penalty term – Klawonn - 1998
18 Analysis of augmented Krylov subspace methods – Saad - 1997
18 Theory of inexact Krylov subspace methods and applications to scientific computing – Simoncini, Szyld
16 Geometric aspects of the theory of Krylov subspace methods, Acta Numerica 2001 – Eiermann, Ernst
15 Truncation strategies for optimal Krylov subspace methods – Sturler - 1999
14 Parameter-Free Iterative Linear Solvers – Weiss - 1996
11 Flexible conjugate gradients – Notay - 2000
9 der Vorst, editors. Templates for the Solution of Algebraic Eigenvalue Problems: A Practical Guide – Bai, Demmel, et al. - 2000
9 Estimation of iterated matrices, with application to the von Neumann condition – Kato - 1960
6 2001), Convergence of restarted Krylov subspaces to invariant subspaces, Numerical Analysis – Beattie, Embree, et al.
4 A note on the convergence behavior of GMRES – Cao - 1997
4 den Eshof. Inexact Krylov subspace methods for linear systems – Sleijpen, van - 2002