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The Vector Epsilon Algorithm – a Residual Approach

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Abstract

We present an alternative to the vector ε-algorithm based on vector continued fractions and which is applicable when the sequence to be accelerated is generated by a one-point iteration function. These fractions are constructed in the language of Clifford algebras, which allow three-term recurrence relations. The new algorithm evidently has considerably greater numerical precision than the old one. Results from numerical experiments are reported.

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References

  1. L.V. Ahlfors and P. Lounesto, Some remarks on Clifford algebras, Complex Variables 12 (1989) 201–209.

    Google Scholar 

  2. G.A. Baker Jr. and P.R. Graves-Morris, Padé Approximants, Encyclopedia of Mathematics and Its Applications, 2nd edn., Vol. 59 (Cambridge Univ. Press, Cambridge, 1996).

    Google Scholar 

  3. W. Gander, E.H. Golub and D. Gruntz, Solving linear equations by extrapolation, in: Supercomputing, Trondheim, 1989, Computer Systems Science, Vol. 62 (Springer, Berlin, 1989) pp. 279–293.

    Google Scholar 

  4. P.R. Graves-Morris, Extrapolation methods for vector sequences, Numer. Math. 61 (1992) 475–487.

    Google Scholar 

  5. P.R. Graves-Morris, A review of Padé methods for the acceleration of convergence of a sequence of vectors, Appl. Numer. Math. 15 (1994) 153–174.

    Google Scholar 

  6. P.R. Graves-Morris, A “Look-around Lanczos” algorithm for solving a system of linear equations, Numer. Algorithms 15 (1997) 247–274.

    Google Scholar 

  7. P.R. Graves-Morris and C.D. Jenkins, Vector-valued rational interpolants III, Constr. Approx. 2 (1986) 263–289.

    Google Scholar 

  8. P.R. Graves-Morris and D.E. Roberts, From matrix to vector Padé approximants, J. Comput. Appl. Math. 51 (1994) 205–236.

    Google Scholar 

  9. P.R. Graves-Morris and D.E. Roberts, Problems and progress in vector Padé approximation, J. Comput. Appl. Math. 77 (1997) 173–200.

    Google Scholar 

  10. P.R. Graves-Morris, D.E. Roberts and A. Salam, The epsilon algorithm and related topics, J. Comput. Appl. Math. 122 (2000) 51–80.

    Google Scholar 

  11. P.R. Graves-Morris and E.B. Saff, Row convergence theorems for generalised inverse vector-valued Padé approximants, J. Comput. Appl. Math. 23 (1988) 63–85.

    Google Scholar 

  12. P.R. Graves-Morris and J. Van Iseghem, Row convergence theorems for vector-valued Padé approximants, J. Approx. Theory 90 (1977) 153–173.

    Google Scholar 

  13. I.R. Porteous, Clifford Algebras and the Classical Groups (Cambridge Univ. Press, Cambridge, 1995).

    Google Scholar 

  14. M. Riesz, Clifford Numbers and Spinors, eds. E.F.Bolinder and P.Lounesto (Kluwer, Dordrecht, 1993).

    Google Scholar 

  15. D.E. Roberts, Clifford algebras and vector-valued rational forms I, Proc. Roy. Soc. London A 431 (1990) 285–300.

    Google Scholar 

  16. D.E. Roberts, Vector-valued rational forms, Found. Phys. 23 (1993) 1521–1533.

    Google Scholar 

  17. D.E. Roberts, On the convergence of rows of vector Padé approximants, J. Comput. Appl. Math. 70 (1996) 95–109.

    Google Scholar 

  18. D.E. Roberts, On a vector q-d algorithm, Adv. Comput. Math. 8 193-219 (1998).

    Google Scholar 

  19. D.E. Roberts, On a representation of vector continued fractions, J. Comput. Appl. Math. 105 (1999) 453-466.

    Google Scholar 

  20. D.E. Roberts, A vector generalisation of de Montessus' theorem for the case of polar singularites on the boundary, to appear in J. Approx. Theory.

  21. Y. Saad, Preconditioning techniques for non-symmetric and indefinite linear systems, J. Comput. Appl. Math. 24 (1988) 89-105.

    Google Scholar 

  22. A. Salam, Vector Padé-type approximants and vector Padé approximants, J. Approx. Theory 97 (1999) 92-112.

    Google Scholar 

  23. A. Sidi, Rational approximations from power series of vector-valued meromorphic functions, J. Approx. Theory 77 (1994) 89-111.

    Google Scholar 

  24. A. Sidi and J. Bridger, Convergence and stability analyses for some vector extrapolation methods in the presence of defective iteration matrices, J. Comput. Appl. Math. 22 (1988) 35-61.

    Google Scholar 

  25. D.A. Smith, W.F. Ford and A. Sidi, Extrapolation methods for vector sequences, SIAMRev. 29 (1987) 199-233.

    Google Scholar 

  26. P. Wynn, Acceleration techniqes for iterated vector and matrix problems, Math. Comp. 16 (1962) 301-322.

    Google Scholar 

  27. P.Wynn, Continued fractions whose coefficients obey a non-commutative law of multiplication, Arch. Rational Mech. Anal. 12 (1963) 273-312.

    Google Scholar 

  28. P. Wynn, Vector continued fractions, Linear Algebra Appl. 1 (1968) 357–395.

    Google Scholar 

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Roberts, D. The Vector Epsilon Algorithm – a Residual Approach. Numerical Algorithms 29, 209–227 (2002). https://doi.org/10.1023/A:1014880510928

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