Weighted $H^2$ rational approximation and consistency

Summary. We investigate consistency properties of rational approximation of prescribed type in the weighted Hardy space $H^2_-(\mu)$ for the exterior of the unit disk, where $\mu$ is a positive symmetric measure on the unit circle ${\mathbb T}$. The question of consistency, which is especially significant for gradient algorithms that compute local minima, concerns the uniqueness of critical points in the approximation criterion for the case when the approximated function is itself rational. In addition to describing some basic properties of the approximation problem, we prove for measures $\mu$ having a rational function distribution (weight) with respect to arclength on ${\mathbb T}$, that consistency holds only under rather restricted conditions.

[1]  W. Kenneth Jenkins,et al.  Some characteristics of error surfaces for insufficient order adaptive IIR filters , 1990, IEEE Trans. Acoust. Speech Signal Process..

[2]  K. Hoffman Banach Spaces of Analytic Functions , 1962 .

[3]  Laurent Baratchart,et al.  Asymptotic Uniqueness of Best Rational Approximants of Given Degree to Markov Functions in L 2 of the Circle , 1998 .

[4]  Bernard Hanzon,et al.  Constructive algebra methods for the L2-problem for stable linear systems , 1996, Autom..

[5]  James Rovnyak,et al.  Topics in Hardy Classes and Univalent Functions , 1994 .

[6]  T. Söderström On the uniqueness of maximum likelihood identification , 1975, Autom..

[7]  L. Trefethen,et al.  Real and complex Chebyshev approximation on the unit disk and interval , 1983 .

[8]  Hong Fan,et al.  On error surfaces of sufficient order adaptive IIR filters: proofs and counterexamples to a unimodality conjecture , 1989, IEEE Trans. Acoust. Speech Signal Process..

[9]  U. Grenander,et al.  Toeplitz Forms And Their Applications , 1958 .

[10]  Hankel Forms and Operators in Hardy Spaces with Two Szegö Weights , 2000 .

[11]  Mourad E. H. Ismail,et al.  Relation between polynomials orthogonal on the unit circle with respect to different weights , 1992 .

[12]  L. Trefethen,et al.  REAL VS. COMPLEX RATIONAL CHEBYSHEV APPROXIMATION ON AN INTERVAL , 1983 .

[13]  P. Koosis Introduction to H[p] spaces , 1999 .

[14]  J. Leblond,et al.  Weighted $H^2$ Approximation of Transfer Functions , 1998 .

[15]  Laurent Baratchart,et al.  A criterion for uniqueness of a critical point inH2 rational approximation , 1996 .

[16]  Martine Olivi,et al.  Identification and rational L2 approximation A gradient algorithm , 1991, Autom..

[17]  V. N. Sorokin,et al.  Rational Approximations and Orthogonality , 1991 .

[18]  Martine Olivi,et al.  Index of critical points in rational l 2 approximation , 1988 .

[19]  Martine Olivi,et al.  On a Rational Approximation Problem in the Real Hardy Space H2 , 1992, Theor. Comput. Sci..

[20]  Martine Olivi,et al.  Critical Points and Error Rank in Best H2 Matrix Rational Approximation of Fixed McMillan Degree , 1998 .