Harmonic analysis on Euclidean spaces Orthogonal polynomials and expansions Theorem
Interlacing of zeros of orthogonal polynomials
Builds on Orthogonal polynomialsSupport of a measureTridiagonal matrixCauchy interlacing theorem
Statement
Let be a positive Borel measure on with finite moments of all orders and infinite support. Let be a sequence of real orthogonal polynomials for , and let be the smallest closed interval that contains the support of .
- For every , the polynomial has distinct real zeros, and all of them lie in the interior of .
- Let be the zeros of . Then the zeros of and strictly interlace:
Remarks
For part 1, let be the zeros of odd multiplicity of in the interior of , the points where changes sign. Suppose . Then does not change sign on and is not zero -almost everywhere, so its integral against is not zero. But has degree , and is orthogonal to all polynomials of lower degree, a contradiction. Part 2 follows from the three-term recurrence through the Christoffel–Darboux formula. If the leading coefficients are positive, it gives for all real . Evaluating at consecutive zeros of shows that changes sign between them.
Example: for the Legendre polynomials, has the zero , and has the zeros . Indeed , and all lie in .
Going deeper
For a student
The zeros of are the eigenvalues of the truncated Jacobi matrix, the symmetric tridiagonal matrix built from the recurrence coefficients. In this language, interlacing is the Cauchy interlacing theorem for a matrix and its principal submatrix. The zeros of are the nodes of Gaussian quadrature for , and the fact that they are real, simple and inside is what makes that quadrature work. As , the counting measures of the zeros, divided by , describe the asymptotic distribution of the zeros, a central topic of the theory.
Reading path
To understand this page from the ground up, read these 11 pages in order. The foundations come first.
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- no evidence level
- Dimension concept
- Eigenvalue concept
- Hermitian matrix concept
- Linear subspace concept
- Orthogonal polynomials concept
- Rayleigh quotient concept
- Support of a measure concept
- Tridiagonal matrix concept
- Courant–Fischer min-max theorem statement
- Cauchy interlacing theorem statement
- Interlacing of zeros of orthogonal polynomials statement
Further reading
About this page
| Tag | 43DXNAFZ9T |
|---|---|
| URI | m2://43DXNAFZ9T |
| Kind | statement, theorem |
| Writing | W0 stub |
| MSC | 42C05, 33C45 |
| Status | This copy of the site has no build data. Run m2 status 43DXNAFZ9T. |
| About | Orthogonal polynomials |
| Uses | Orthogonal polynomials, Support of a measure, Tridiagonal matrix, Cauchy interlacing theorem |
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