Publication | Closed Access
On the Newton Method for the Matrix <i>P</i>th Root
70
Citations
13
References
2006
Year
Numerical AnalysisNewton MethodNumerical ComputationN X NEngineeringValidated NumericsStable VersionsNumerical StabilityInverse ProblemsPrincipal Pth RootApproximation AlgorithmsMatrix TheoryMatrix MethodMatrix AnalysisApproximation Theory
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.
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