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A Schur Algorithm for Computing Matrix <i>p</i>th Roots
75
Citations
18
References
2003
Year
Numerical AnalysisNumerical ComputationNonsingular MatrixEngineeringValidated NumericsSchur AlgorithmSquare RootNumerical StabilityMatrix MethodComputer ScienceMatrix TheoryMatrix Analysis
Any nonsingular matrix has pth roots. One way to compute matrix pth roots is via a specialized version of Newton's method, but this iteration has poor convergence and stability properties in general. A Schur algorithm for computing a matrix pth root that generalizes methods of Björck and Hammarling [Linear Algebra Appl., 52/53 (1983), pp. 127--140] and Higham [Linear Algebra Appl., 88/89 (1987), pp. 405--430] for the square root is presented. The algorithm forms a Schur decomposition of A and computes a pth root of the (quasi-)triangular factor by a recursion. The backward error associated with the Schur method is examined, and the method is shown to have excellent numerical stability.
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