Szegő limit theorems
In mathematical analysis, the Szegő limit theorems describe the asymptotic behaviour of the determinants of large Toeplitz matrices. They were first proved by Gábor Szegő.
Notation
Let be a Fourier series with Fourier coefficients , relating to each other as
such that the Toeplitz matrices are Hermitian, i.e., if then . Then both and eigenvalues are real-valued and the determinant of is given by
- .
Szegő theorem
Under suitable assumptions the Szegő theorem states that
for any function that is continuous on the range of . In particular
-
()
such that the arithmetic mean of converges to the integral of .
First Szegő theorem
The first Szegő theorem states that, if right-hand side of (1) holds and , then
-
()
holds for and . The RHS of (2) is the geometric mean of (well-defined by the arithmetic-geometric mean inequality).
Second Szegő theorem
Let be the Fourier coefficient of , written as
The second (or strong) Szegő theorem states that, if , then