Superlinear CG convergence for special right-hand sides
Electronic transactions on numerical analysis, Tome 14 (2002), pp. 1-19
Recently, we gave a theoretical explanation for superlinear convergence behavior observed while solving large symmetric systems of equations using the Conjugate Gradient method. Roughly speaking, one may observe superlinear convergence while solving a sequence of (symmetric positive definite) linear systems if the asymptotic eigenvalue distribution of the sequence of the corresponding matrices of coefficients is far from an equilibrium distribution.
Classification :
65F10, 65E05, 31A99, 41A10
Keywords: superlinear convergence, conjugate gradients, Krylov subspace methods, logarithmic potential theory
Keywords: superlinear convergence, conjugate gradients, Krylov subspace methods, logarithmic potential theory
@article{ETNA_2002__14__a12,
author = {Beckermann, Bernhard and Kuijlaars, Arno B.J.},
title = {Superlinear {CG} convergence for special right-hand sides},
journal = {Electronic transactions on numerical analysis},
pages = {1--19},
year = {2002},
volume = {14},
zbl = {1024.65102},
language = {en},
url = {http://geodesic.mathdoc.fr/item/ETNA_2002__14__a12/}
}
TY - JOUR AU - Beckermann, Bernhard AU - Kuijlaars, Arno B.J. TI - Superlinear CG convergence for special right-hand sides JO - Electronic transactions on numerical analysis PY - 2002 SP - 1 EP - 19 VL - 14 UR - http://geodesic.mathdoc.fr/item/ETNA_2002__14__a12/ LA - en ID - ETNA_2002__14__a12 ER -
Beckermann, Bernhard; Kuijlaars, Arno B.J. Superlinear CG convergence for special right-hand sides. Electronic transactions on numerical analysis, Tome 14 (2002), pp. 1-19. http://geodesic.mathdoc.fr/item/ETNA_2002__14__a12/