A block Rayleigh quotient iteration with local quadratic convergence
Electronic transactions on numerical analysis, Tome 7 (1998), pp. 56-74
We present an iterative method, based on a block generalization of the Rayleigh Quotient Iteration method, to search for the lowest eigenpairs of the generalized matrix eigenvalue problem . We prove p Au = B u its local quadratic convergence when ,1 is symmetric. The benefits of this method are the well-conditioned B A linear systems produced and the ability to treat multiple or nearly degenerate eigenvalues.
Classification :
65F15
Keywords: subspace iteration, Rayleigh quotient iteration, Rayleigh-ritz procedure
Keywords: subspace iteration, Rayleigh quotient iteration, Rayleigh-ritz procedure
@article{ETNA_1998__7__a9,
author = {Fattebert, Jean-Luc},
title = {A block {Rayleigh} quotient iteration with local quadratic convergence},
journal = {Electronic transactions on numerical analysis},
pages = {56--74},
year = {1998},
volume = {7},
zbl = {0912.65031},
language = {en},
url = {http://geodesic.mathdoc.fr/item/ETNA_1998__7__a9/}
}
Fattebert, Jean-Luc. A block Rayleigh quotient iteration with local quadratic convergence. Electronic transactions on numerical analysis, Tome 7 (1998), pp. 56-74. http://geodesic.mathdoc.fr/item/ETNA_1998__7__a9/