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Numerical Behaviour of Higham's Scaled Method for Polar Decomposition

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Abstract

We present a rounding error analysis of Higham's scaled method for computing the polar decomposition of a nonsingular complex matrix. Under certain natural conditions we prove that the method computes acceptable polar factors.

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References

  1. R. Bhatia, Matrix Analysis (Springer, Berlin, 1996).

    Google Scholar 

  2. F. Chaitin-Chatelin and S. Gratton, On the condition numbers associated with the polar factorization of a matrix, Numer. Linear Algebra Appl. 7 (2000) 337–354.

    Google Scholar 

  3. J.J. Du Croz and N.J. Higham, Stability of methods for matrix inversion, IMA J. Numer. Anal. 12 (1992) 1–19.

    Google Scholar 

  4. K. Fan and A.J. Hoffman, Some metrix inequalities in the space of matrices, Proc. Amer. Math. Soc. 6 (1955) 111–116.

    Google Scholar 

  5. W. Gander, Algorithms for the polar decomposition, SIAM J. Sci. Statist. Comput. 11 (1990) 1102-1115.

    Google Scholar 

  6. N.J. Higham, Computing the polar decomposition with applications, SIAM J. Sci. Statist. Comput. 7 (1986) 1160–1174.

    Google Scholar 

  7. N.J. Higham, The accuracy of solutions to triangular systems, SIAM J. Numer. Anal. 26 (1989) 1252-1265.

    Google Scholar 

  8. Ch. Kenney and A.J. Laub, Polar decomposition and matrix sign function condition estimates, SIAM J. Sci. Statist. Comput. 12 (1991) 488–504.

    Google Scholar 

  9. Ch. Kenney and A.J. Laub, On scaling Newton's method for polar decomposition and the matrix sign function, SIAM J. Matrix Anal. Appl. 13 (1992) 688–706.

    Google Scholar 

  10. A. Kiełbasiński, P. Zieliński and K. Zi\(e\)tak, Numerical experiments with Higham's scaled method for polar decomposition, in preparation.

  11. R.-C. Li, New perturbation bounds for the unitary polar factor, SIAM J. Matrix Anal. Appl. 16 (1995) 327–332.

    Google Scholar 

  12. J.H. Wilkinson, Rounding Errors in Algebraic Process (Her Majesty's Stationery Office, 1963).

  13. P. Zieliński and K. Zi\(e\)tak, The polar decomposition – properties, applications and algorithms, Applied Mathematics, Ann. Polish Math. Soc. 38 (1995) 23–49.

    Google Scholar 

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Kiełbasiński, A., Ziętak, K. Numerical Behaviour of Higham's Scaled Method for Polar Decomposition. Numerical Algorithms 32, 105–140 (2003). https://doi.org/10.1023/A:1024098014869

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  • DOI: https://doi.org/10.1023/A:1024098014869

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