Math 2.0

Special functions Orthogonal polynomials Theorem

Bochner's classification of orthogonal polynomial eigenfunctions

Builds on Classical orthogonal polynomialsEigenvalueDegree of a polynomialSturm–Liouville theory

Statement

Let σ\sigma and τ\tau be real polynomials, not both zero, with deg⁡σ≤2\deg \sigma \le 2 and deg⁡τ≤1\deg \tau \le 1, and let 𝒟=σ(x)d2dx2+τ(x)ddx\mathcal{D} = \sigma(x) \frac{d^2}{dx^2} + \tau(x) \frac{d}{dx}. Let (pn)n≥0(p_n)_{n \ge 0} be real polynomials with deg⁡pn=n\deg p_n = n, each an eigenfunction of 𝒟\mathcal{D}: 𝒟pn=λnpn\mathcal{D} p_n = \lambda_n p_n for some real eigenvalue λn\lambda_n. Assume that (pn)(p_n) is orthogonal for a weight. That is, there are an open interval II and a continuous w ⁣:I→(0,∞)w \colon I \to (0, \infty) with all moments finite such that ∫Ipmpn w dx=0\int_I p_m p_n\, w\, dx = 0 for m≠nm \ne n. Then, up to an affine change of variable and nonzero constant factors, (pn)(p_n) is one of the classical orthogonal polynomial families: Jacobi, Laguerre or Hermite.

Remarks

Every operator 𝒟\mathcal{D} of this form maps polynomials of degree at most nn to themselves. In fact 𝒟xn=(n(n−1)σ2+nτ1)xn+lower terms\mathcal{D} x^n = \left( n(n-1)\sigma_2 + n \tau_1 \right) x^n + \text{lower terms}, where σ2\sigma_2 and τ1\tau_1 are the coefficients of x2x^2 in σ\sigma and of xx in τ\tau. The proof sorts σ\sigma by its degree and its roots, up to affine changes. Orthogonality for a positive weight forces ww to solve the Pearson equation (σw)′=τw(\sigma w)' = \tau w, and only the Jacobi, Laguerre and Hermite cases give a positive weight with finite moments. Example: σ=1\sigma = 1 and τ=−2x\tau = -2x give 𝒟=d2dx2−2xddx\mathcal{D} = \frac{d^2}{dx^2} - 2x \frac{d}{dx}, with eigenfunctions the Hermite polynomials and λn=−2n\lambda_n = -2n; the check for H2=4x2−2H_2 = 4x^2 - 2 is 8−2x⋅8x=−16x2+8=−4H28 - 2x \cdot 8x = -16x^2 + 8 = -4 H_2. The orthogonality hypothesis is necessary: σ=x2\sigma = x^2 and τ=2x+2\tau = 2x + 2 have the Bessel polynomials as eigenfunctions, which are not orthogonal for any positive weight on a real interval. Without the orthogonality hypothesis, Bochner's list also contains the Bessel polynomials and the powers xnx^n, which are eigenfunctions of x2d2dx2x^2 \frac{d^2}{dx^2}.

Going deeper

For a student

This is the reason the classical families are singled out among all orthogonal polynomials. The operator 𝒟\mathcal{D} becomes symmetric for the inner product ∫fg w dx\int f g\, w\, dx when (σw)′=τw(\sigma w)' = \tau w, the Pearson equation for the weight, and σw\sigma w vanishes fast enough at the ends of II. Then 𝒟\mathcal{D} is a Sturm–Liouville operator, and the pnp_n are its eigenfunctions, orthogonal because they belong to different eigenvalues. Discrete analogues with difference operators lead to the Hahn, Meixner, Krawtchouk and Charlier polynomials, and qq-analogues to the Askey scheme.

Reading path

To understand this page from the ground up, read these 5 pages in order. The foundations come first.

Show the path as a graph
Each page uses the pages above it. The colour of the bar on a box shows how strong the evidence is, and the box also gives it as text. The list has the same pages.
  • no evidence level
  1. Classical orthogonal polynomials concept
  2. Degree of a polynomial concept
  3. Eigenvalue concept
  4. Sturm–Liouville theory concept
  5. Bochner's classification of orthogonal polynomial eigenfunctions statement

Further reading

  1. Web https://en.wikipedia.org/wiki/Classical_orthogonal_polynomials
About this page
Tag53MWMX2HWT
URIm2://53MWMX2HWT
Kindstatement, theorem
WritingW0 stub
MSC33C45, 34B24
StatusThis copy of the site has no build data. Run m2 status 53MWMX2HWT.
AboutClassical orthogonal polynomials
UsesClassical orthogonal polynomials, Eigenvalue, Degree of a polynomial, Sturm–Liouville theory

Markdown · JSON · Edit on GitHub

What this page needs for W1

  • an inventory row: the row of the inventory that the node accounts for (0 of 1)
  • a source with a locator (0 of 1)

The writing levels say how complete the text of a page is. They do not measure its truth.

What links here

No page links to this page yet.