Abstract
We consider multipoint Padé approximation to Cauchy transforms of complex measures. We show that if the support of a measure is an analytic Jordan arc and if the measure itself is absolutely continuous with respect to the equilibrium distribution of that arc with Dini-smooth nonvanishing density, then the diagonal multipoint Padé approximants associated with appropriate interpolation schemes converge locally uniformly to the approximated Cauchy transform in the complement of the arc. This asymptotic behavior of Padé approximants is deduced from the analysis of underlying non-Hermitian orthogonal polynomials, for which we use classical properties of Hankel and Toeplitz operators on smooth curves. A construction of the appropriate interpolation schemes is explicit granted the parametrization of the arc.
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References
L.V. Ahlfors, Complex Analysis. International Series in Pure and Applied Mathematics (McGraw-Hill, New York, 1979).
A. Antoulas, Approximation of Large-Scale Dynamical Systems. Advances in Design and Control, vol. 6 (SIAM, Philadelphia, 2005).
A.I. Aptekarev, Sharp constant for rational approximation of analytic functions, Mat. Sb. 193(1), 1–72 (2002). English transl. in Math. Sb. 193(1–2), 1–72 (2002).
A.I. Aptekarev, W.V. Assche, Scalar and matrix Riemann–Hilbert approach to the strong asymptotics of Padé approximants and complex orthogonal polynomials with varying weight, J. Approx. Theory 129, 129–166 (2004).
G.A. Baker, Existence and convergence of subsequences of Padé approximants, J. Math. Anal. Appl. 43, 498–528 (1973).
G.A. Baker, P. Graves-Morris, Padé Approximants. Encyclopedia of Mathematics and its Applications, vol. 59 (Cambridge University Press, Cambridge, 1996).
G.A. Baker Jr., Quantitative Theory of Critical Phenomena (Academic Press, Boston, 1990).
L. Baratchart, Rational and meromorphic approximation in L p of the circle: system-theoretic motivations, critical points and error rates, in Computational Methods and Function Theory, ed. by N. Papamichael, St. Ruscheweyh, E.B. Saff. Approximations and Decompositions, vol. 11 (World Scientific, River Edge, 1999), pp. 45–78.
L. Baratchart, M. Yattselev, Multipoint Padé approximants to complex Cauchy transforms with polar singularities, J. Approx. Theory 156(2), 187–211 (2009).
G. Baxter, A convergence equivalence related to polynomials orthogonal on the unit circle, Trans, Am. Math. Soc. 79, 471–487 (1961).
A. Böttcher, Y.I. Karlovich, Carleson Curves, Muckenhoupt Weights, and Toeplitz Operators. Progress in Mathematics, vol. 154 (Birkhäuser, Basel, 1997).
C. Brezinski, M. Redivo-Zaglia, Extrapolation Methods: Theory and Practice (North-Holland, Amsterdam, 1991).
J.C. Butcher, Implicit Runge–Kutta processes, Math. Comput. 18, 50–64 (1964).
R.J. Cameron, C.M. Kudsia, R.R. Mansour, Microwave Filters for Communication Systems (Wiley, New York, 2007).
P. Deift, Orthogonal Polynomials and Random Matrices: A Riemann–Hilbert Approach. Courant Lectures in Mathematics, vol. 3 (Am. Math. Soc., Providence, 2000).
P. Duren, Theory of H p Spaces (Dover, New York, 2000).
F.D. Gakhov, Boundary Value Problems (Dover, New York, 1990).
T.W. Gamelin, Uniform Algebras (Prentice-Hall, Englewood Cliffs, 1973).
J.B. Garnett, Bounded Analytic Functions. Graduate Texts in Mathematics, vol. 236 (Springer, New York, 2007).
K. Glover, All optimal Hankel-norm approximations of linear multivariable systems and their L ∞-error bounds, Int. J. Control 39(6), 1115–1193 (1984).
A.A. Gonchar, Rational approximation, Zap. Nauchn. Sem. Leningrad. Otdel Mat. Inst. Stekl. (1978). English trans. in J. Sov. Math. 26(5) (1984).
A.A. Gonchar, On uniform convergence of diagonal Padé approximants, Math. USSR Sb. 43, 527–546 (1982).
A.A. Gonchar, G. López Lagomasino, On Markov’s theorem for multipoint Padé approximants, Mat. Sb. 105(4), 512–524 (1978). English transl. in Math. USSR Sb. 34(4), 449–459 (1978).
A.A. Gonchar, E.A. Rakhmanov, Equilibrium distributions and the degree of rational approximation of analytic functions, Mat. Sb. 134(176)(3), 306–352 (1987). English transl. in Math. USSR Sb. 62(2), 305–348 (1989).
W.B. Gragg, On extrapolation algorithms for ordinary initial value problems, SIAM J. Numer. Anal. 2, 384–403 (1865).
C. Hermite, Sur la fonction exponentielle, C.R. Acad. Sci. Paris 77, 18–24, 74–79, 226–233, 285–293 (1873).
A. Iserles, S.P. Norsett, Order Stars (Chapman and Hall, London, 1991).
A.B. Kuijlaars, K.T.-R. McLaughlin, W. Van Assche, M. Vanlessen, The Riemann–Hilbert approach to strong asymptotics for orthogonal polynomials on [−1,1], Adv. Math. 188(2), 337–398 (2004).
A.L. Levin, D.S. Lubinsky, Best rational approximation of entire functions whose MacLaurin series decrease rapidly and smoothly, Trans. Am. Math. Soc. 293, 533–546 (1986).
D. Levin, Development of nonlinear transformations for improving convergence of sequences, Int. J. Comput. Math. B 3, 371–388 (1973).
D.S. Lubinsky, Rogers–Ramanujan and the Baker–Gammel–Wills (Padé) conjecture, Ann. Math. 157(3), 847–889 (2003).
A.P. Magnus, CFGT determination of Varga’s constant “1/9”, Inst. Preprint B-1348. Belgium: Inst. Math. U.C.L., 1986.
A.P. Magnus, Toeplitz matrix techniques and convergence of complex weight Padé approximants, J. Comput. Appl. Math. 19, 23–38 (1987).
A.A. Markov, Deux démonstrations de la convergence de certaines fractions continues, Acta Math. 19, 93–104 (1895).
K.T.-R. McLaughlin, P.D. Miller, The \(\bar{\partial}\) steepest descent method for orthogonal polynomials on the real line with varying weight. http://arxiv.org/abs/0805.1980.
S. Mergelyan, Uniform approximation to functions of a complex variable, Usp. Mat. Nauk 2(48), 31–122 (1962). English transl. in Am. Math. Soc. 3, 294–391 (1962).
J. Nuttall, Convergence of Padé approximants of meromorphic functions, J. Math. Anal. Appl. 31, 147–153 (1970).
J. Nuttall, Padé polynomial asymptotic from a singular integral equation, Constr. Approx. 6(2), 157–166 (1990).
J. Nuttall, S.R. Singh, Orthogonal polynomials and Padé approximants associated with a system of arcs, J. Approx. Theory 21, 1–42 (1980).
H.-U. Opitz, K. Scherer, On the rational approximation of e −x on [0,∞), Constr. Approx. 1, 195–216 (1985).
H. Padé, Sur la représentation approchée d’une fonction par des fractions rationnelles, Ann. Sci. Ecole Norm. Sup. 9(3), 3–93 (1892).
O.G. Parfenov, Estimates of the singular numbers of a Carleson operator, Mat. Sb. 131(171), 501–518 (1986). English. transl. in Math. USSR Sb. 59, 497–514 (1988).
J.R. Partington, Interpolation, Identification and Sampling (Oxford University Press, Oxford, 1997).
Ch. Pommerenke, Padé approximants and convergence in capacity, J. Math. Anal. Appl. 41, 775–780 (1973).
Ch. Pommerenke, Boundary Behavior of Conformal Maps. Grundlehren der Math. Wissenschaften, vol. 299 (Springer, Berlin, 1992).
V.A. Prokhorov, Rational approximation of analytic functions, Mat. Sb. 184(2), 3–32 (1993). English transl. in Russ. Acad. Sci., Sb., Math. 78(1), 139–164 (1994).
C. Runge, Zur Theorie der eindeutigen analytischen Funktionen, Acta Math. 6, 228–244 (1885).
E.B. Saff, An extension of Montessus de Ballore’s theorem on the convergence of interpolating rational functions, J. Approx. Theory 6, 63–67 (1972).
E.B. Saff, V. Totik, Logarithmic Potentials with External Fields. Grundlehren der Math. Wissenschaften, vol. 316 (Springer, Berlin, 1997).
C.L. Siegel, Transcendental Numbers (Princeton Univ. Press, Princeton, 1949).
S.L. Skorokhodov, Padé approximants and numerical analysis of the Riemann zeta function. Z. Vychisl. Mat. Fiz. 43(9), 1330–1352 (2003). English trans. in Comput. Math. Math. Phys. 43(9), 1277–1298 (2003).
H. Stahl, Structure of extremal domains associated with an analytic function, Complex Var. Theory Appl. 4, 339–356 (1985).
H. Stahl, Orthogonal polynomials with complex valued weight function. I, II, Constr. Approx. 2(3), 225–240, 241–251 (1986).
H. Stahl, On the convergence of generalized Padé approximants, Constr. Approx. 5(2), 221–240 (1989).
H. Stahl, The convergence of Padé approximants to functions with branch points, J. Approx. Theory 91, 139–204 (1997).
H. Stahl, V. Totik, General Orthogonal Polynomials. Encycl. Math., vol. 43 (Cambridge University Press, Cambridge, 1992).
S.P. Suetin, Uniform convergence of Padé diagonal approximants for hyperelliptic functions, Mat. Sb. 191(9), 81–114 (2000). English transl. in Math. Sb. 191(9), 1339–1373 (2000).
J.A. Tjon, Operator Padé approximants and three body scattering, in Padé and Rational Approximation, ed. by E.B. Saff, R.S. Varga (1977), pp. 389–396.
L.N. Trefethen, J.A.C. Weideman, T. Schmelzer, Talbot quadratures and rational approximation, BIT Numer. Math. 46, 653–670 (2006).
A. Vitushkin, Conditions on a set which are necessary and sufficient in order that any continuous function, analytic at its interior points, admit uniform approximation by rational functions, Dokl. Akad. Nauk SSSR 171, 1255–1258 (1966). English transl. in Sov. Math. Dokl. 7, 1622–1625 (1966).
J.L. Walsh, Interpolation and Approximation by Rational Functions in the Complex Domain. Colloquium Publications, vol. 20 (Am. Math. Soc., New York, 1935).
E.J. Weniger, Nonlinear sequence transformations for the acceleration of convergence and the summation of divergent series, Comput. Phys. Rep. 10, 189–371 (1989).
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Communicated by Arieh Iserles.
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Baratchart, L., Yattselev, M. Convergent Interpolation to Cauchy Integrals over Analytic Arcs. Found Comput Math 9, 675–715 (2009). https://doi.org/10.1007/s10208-009-9042-8
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DOI: https://doi.org/10.1007/s10208-009-9042-8
Keywords
- Non-Hermitian orthogonality
- Orthogonal polynomials with varying weights
- Strong asymptotics
- Multipoint Padé approximation