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On expansions in orthogonal polynomials

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Abstract

A recently introduced fast algorithm for the computation of the first N terms in an expansion of an analytic function into ultraspherical polynomials consists of three steps: Firstly, each expansion coefficient is represented as a linear combination of derivatives; secondly, it is represented, using the Cauchy integral formula, as a contour integral of the function multiplied by a kernel; finally, the integrand is transformed to accelerate the convergence of the Taylor expansion of the kernel, allowing for rapid computation using Fast Fourier Transform. In the current paper we demonstrate that the first two steps remain valid in the general setting of orthogonal polynomials on the real line with finite support, orthogonal polynomials on the unit circle and Laurent orthogonal polynomials on the unit circle.

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References

  1. Alpert, B.K., Rokhlin, V.: A fast algorithm for the evaluation of Legendre expansions. SIAM J. Sci. Stat. Comput. 12, 158–179 (1991)

    Article  MathSciNet  MATH  Google Scholar 

  2. Bultheel, A., Cantero, M.J.: A matricial computation of rational Szegő quadrature formulas. Numer. Algorithms 52, 47–68 (2009)

    Article  MathSciNet  MATH  Google Scholar 

  3. Cantero, M.J., Iserles, A.: On rapid computation of expansions in ultraspherical polynomials. Technical report, DAMTP, University of Cambridge (2011)

  4. Cantero, M.J., Moral, L., Velázquez, L.: Five-diagonal matrices and zeros of orthogonal polynomials on the unit circle. Linear Algebra Appl. 362, 29–56 (2003)

    Article  MathSciNet  MATH  Google Scholar 

  5. Cantero, M., Moral, L., Velázquez, L.: Minimal representations of unitary operators and orthogonal polynomials on the unit circle. Linear Algebra Appl. 408, 40–65 (2005)

    Article  MathSciNet  MATH  Google Scholar 

  6. Chihara, T.S.: An Introduction to Orthogonal Polynomials. Gordon & Breach, New York (1978)

    MATH  Google Scholar 

  7. Gasper, G., Rahman, M.: Basic Hypergeometric Series, 2nd edn. Cambridge University Press, Cambridge (2004)

    Book  MATH  Google Scholar 

  8. Geronimus, Y.L.: Orthogonal Polynomials. Consultants Bureau, New York (1961)

    MATH  Google Scholar 

  9. Grenender, U., Szegő, G.: Toeplitz Forms and Their Applications. University of California Press, Berkeley and Los Angeles (1958)

    Google Scholar 

  10. Iserles, A.: A First Course in the Numerical Analysis of Differential Equations, 2nd edn. Cambridge University Press, Cambridge (2009)

    MATH  Google Scholar 

  11. Iserles, A.: A fast and simple algorithm for the computation of Legendre coefficients. Numer. Math. 117, 529–553 (2011)

    Article  MathSciNet  MATH  Google Scholar 

  12. Potts, D., Steidl, G., Tasche, M.: Fast algorithms for discrete polynomial transforms. Math Comput. 67, 1577–1590 (1998)

    Article  MathSciNet  MATH  Google Scholar 

  13. Rainville, E.D.: Special Functions. Macmillan, New York (1960)

    MATH  Google Scholar 

  14. Sidi, A.: Practical Extrapolation Methods. Cambridge University Press, Cambridge (2003)

    Book  MATH  Google Scholar 

  15. Simon, B.: Orthogonal Polynomials on the Unit Circle, Part 1: Classical Theory. American Mathematical Society, Providence (2005)

    Google Scholar 

  16. Simon, B.: CMV matrices: five years after. J. Comput. Appl. Math. 208, 120–154 (2007)

    Article  MathSciNet  MATH  Google Scholar 

  17. Szegő, G.: Orthogonal Polynomials, 4th edn. American Mathematical Society, Providence (1975)

    Google Scholar 

  18. Watkins, D.S.: Some perspectives on the eigenvalue problem. SIAM Rev. 35, 430–471 (1993)

    Article  MathSciNet  MATH  Google Scholar 

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Correspondence to Arieh Iserles.

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Communicated by Lothar Reichel.

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Cantero, M.J., Iserles, A. On expansions in orthogonal polynomials. Adv Comput Math 38, 35–61 (2013). https://doi.org/10.1007/s10444-011-9225-0

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  • DOI: https://doi.org/10.1007/s10444-011-9225-0

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