Math 2.0

Special functions Orthogonal polynomials Theorem

Rodrigues' formula

Builds on Classical orthogonal polynomialsDegree of a polynomial

Statement

Let (I,w,σ)(I, w, \sigma) be one of the following triples:

  1. I=(−1,1)I = (-1, 1), w(x)=(1−x)α(1+x)βw(x) = (1 - x)^\alpha (1 + x)^\beta with α,β>−1\alpha, \beta > -1, and σ(x)=1−x2\sigma(x) = 1 - x^2.
  2. I=(0,∞)I = (0, \infty), w(x)=xαe−xw(x) = x^\alpha e^{-x} with α>−1\alpha > -1, and σ(x)=x\sigma(x) = x.
  3. I=ℝI = \R, w(x)=e−x2w(x) = e^{-x^2}, and σ(x)=1\sigma(x) = 1.

For n≥0n \ge 0 let qn(x)=1w(x) dndxn(w(x) σ(x)n),x∈I.q_n(x) = \frac{1}{w(x)}\, \frac{d^n}{dx^n} \left( w(x)\, \sigma(x)^n \right), \qquad x \in I. Then qnq_n is a polynomial of degree exactly nn, and ∫Iqm(x) qn(x) w(x) dx=0\int_I q_m(x)\, q_n(x)\, w(x)\, dx = 0 for m≠nm \ne n. So (qn)(q_n) is, up to constant factors, the family of classical orthogonal polynomials for ww.

Remarks

That qnq_n is a polynomial follows by induction: each derivative of wσnw \sigma^n is wσn−kw \sigma^{n-k} times a polynomial of degree at most kk. This holds because σw′/w\sigma w' / w is a polynomial of degree at most 11. For orthogonality, take m<nm < n and integrate ∫Ixm dndxn(wσn) dx\int_I x^m\, \frac{d^n}{dx^n}(w \sigma^n)\, dx by parts nn times. The boundary terms vanish because wσnw \sigma^n and its first n−1n - 1 derivatives vanish at the ends of II, and the final integrand contains dndxnxm=0\frac{d^n}{dx^n} x^m = 0. The usual normalisations are Pn(α,β)=(−1)n2nn! qnP_n^{(\alpha,\beta)} = \frac{(-1)^n}{2^n n!}\, q_n (Jacobi), Ln(α)=1n! qnL_n^{(\alpha)} = \frac{1}{n!}\, q_n (Laguerre), and Hn=(−1)nqnH_n = (-1)^n q_n (Hermite). Example: in the Hermite case with n=2n = 2, d2dx2e−x2=(4x2−2)e−x2\frac{d^2}{dx^2} e^{-x^2} = (4x^2 - 2) e^{-x^2}, so q2=4x2−2=H2q_2 = 4x^2 - 2 = H_2. Example: in the Jacobi case with α=β=0\alpha = \beta = 0, the formula gives the Legendre polynomials Pn(x)=12nn!dndxn(x2−1)nP_n(x) = \frac{1}{2^n n!} \frac{d^n}{dx^n} (x^2 - 1)^n.

Going deeper

For a student

Rodrigues' formula is the quickest way to compute norms, leading coefficients and generating functions of the classical families. With Cauchy's integral formula it gives contour integral representations, from which generating functions such as ∑nPn(x) tn=(1−2xt+t2)−1/2\sum_n P_n(x)\, t^n = (1 - 2xt + t^2)^{-1/2} follow. The existence of such a formula characterises the classical families among orthogonal polynomials, together with Bochner's characterisation by differential equations. The polynomial σ\sigma is the same one that appears in the second-order differential equation σy′′+τy′+λny=0\sigma y'' + \tau y' + \lambda_n y = 0 satisfied by qnq_n.

Reading path

To understand this page from the ground up, read these 3 pages in order. The foundations come first.

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  1. Classical orthogonal polynomials concept
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Further reading

  1. Web https://en.wikipedia.org/wiki/Rodrigues%27_formula
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AboutClassical orthogonal polynomials
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