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Takenaka-Malmquist System


A Takenaka-Malmquist system, also called a Malmquist-Takenaka system, is an orthonormal set of rational functions in the Hardy space H^2(D) of the open unit disk D={z in C:|z|<1}. It provides generalized Fourier series adapted to a chosen sequence of points in D (Takenaka 1925, Abdullayev and Savchuk 2024).

For a sequence a_0, a_1, ... in D, with repetitions allowed, define

 phi_n(z)=(sqrt(1-|a_n|^2))/(1-a_n^_z)product_(j=0)^(n-1)(z-a_j)/(1-a_j^_z),
(1)

where n>=0, the empty product is 1, and the bar denotes complex conjugate. Each factor in the product is a Blaschke factor, so the product is a finite Blaschke product up to a constant of absolute value 1.

With the boundary inner product

 <f,g>=1/(2pi)int_0^(2pi)f(e^(it))g(e^(it))^_dt,
(2)

where boundary values are understood as radial limits almost everywhere, the functions satisfy

 <phi_m,phi_n>=delta_(mn),
(3)

where delta_(mn) is the Kronecker delta. The system is complete in the Hardy space H^2(D) iff

 sum_(n=0)^infty(1-|a_n|)=infty.
(4)

Under this condition, every f in H^2(D) has the expansion

 f=sum_(n=0)^infty<f,phi_n>phi_n,
(5)

with convergence in the H^2 norm (Abdullayev and Savchuk 2024). In particular, choosing a_n=0 for every n gives the monomials phi_n(z)=z^n.

Xie and Mo (2026) combine these systems with the MUSIC algorithm to choose poles for approximating transfer functions.


See also

Blaschke Factor, Blaschke Product, Complete Orthogonal System, Generalized Fourier Series, Hardy Space, Orthonormal Functions

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References

Abdullayev, F. G. and Savchuk, V. V. "Fejér-Type Positive Operator Based on Takenaka-Malmquist System on Unit Circle." J. Math. Anal. Appl. 529, 127298, 2024. https://doi.org/10.1016/j.jmaa.2023.127298.Takenaka, S. "On the Orthogonal Functions and a New Formula of Interpolation." Japan. J. Math. 2, 129-145, 1925. https://doi.org/10.4099/jjm1924.2.0_129.Xie, W. and Mo, Y. "MUSIC Subspace Method for Model Reduction Based on Takenaka-Malmquist Systems." Optim. Eng. 2026. https://doi.org/10.1007/s11081-026-10127-z.

Cite this as:

Weisstein, Eric W. "Takenaka-Malmquist System." From MathWorld--A Wolfram Resource. https://mathworld.wolfram.com/Takenaka-MalmquistSystem.html

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