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ON THE NEWTON METHOD FOR THE MATRIX PTH ROOT.

Authors :
Iannazzo, Bruno
Source :
SIAM Journal on Matrix Analysis & Applications. 2006, Vol. 28 Issue 2, p503-523. 21p. 1 Chart, 4 Graphs.
Publication Year :
2006

Abstract

Stable versions of Newton's iteration for computing the principal matrix pth root A1/P of an n x n matrix A are provided. In the case in which X0 is the identity matrix, it is proved that the method converges for any matrix A having eigenvalues with modulus less than 1 and with positive real parts. Based on these results we provide a general algorithm for computing the principal pth root of any matrix A having no nonpositive real eigenvalues. The algorithm has quadratic convergence, is stable in a neighborhood of the solution, and has a cost of O(n3 log p) operations per step. Numerical experiments and comparisons are performed. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
08954798
Volume :
28
Issue :
2
Database :
Academic Search Index
Journal :
SIAM Journal on Matrix Analysis & Applications
Publication Type :
Academic Journal
Accession number :
21489542
Full Text :
https://doi.org/10.1137/050624790