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Fast block Toeplitz orthogonalization
Authors:D. R. Sweet
Affiliation:(1) Department of Computer Science, James Cook University of North Queensland, 4811 Townsville, Q., Australia
Abstract:Summary Algorithms are presented which compute theQR factorization of a block-Toeplitz matrix inO(n)2 block-operations, wheren is the block-order of the matrix and a block-operation is a multiplication, inversion or a set of Householder operations involving one or two blocks. The algorithms are in general analogous to those presented in the scalar Toeplitz case in a previous paper, but the basic operation is the Householder transform rather than the Givens transform, and the computation of the Householder coefficients and other working matrices requires special treatment. Two algorithms are presented-the first computes onlyR explicitly and the second computes bothQ andR.
Keywords:AMS(MOS) Mathematical Reviews Classification 65F25  Computing Reviews Classification: G1.3
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