Math 2.0

Special functions Definition

Classical orthogonal polynomials

Builds on Degree of a polynomialInner product

Definition

Let I=(a,b)I = (a, b) be an open interval with −∞≤a<b≤∞-\infty \le a < b \le \infty, and let w ⁣:I→(0,∞)w \colon I \to (0, \infty) be continuous with ∫I∣x∣kw(x) dx<∞\int_I \abs{x}^k w(x)\, dx < \infty for every k≥0k \ge 0. A sequence (pn)n≥0(p_n)_{n \ge 0} of real polynomials with degree deg⁡pn=n\deg p_n = n is orthogonal for ww if ∫Ipm(x) pn(x) w(x) dx=0\int_I p_m(x)\, p_n(x)\, w(x)\, dx = 0 for all m≠nm \ne n. Such a sequence is a family of classical orthogonal polynomials if an affine change of variable x↦cx+dx \mapsto c x + d with c≠0c \ne 0 does the following. It turns the pair (I,w)(I, w), up to a constant factor in ww, into one of these:

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

Remarks

The integral ⟨f,g⟩=∫Ifg w dx\ip{f}{g} = \int_I f g\, w\, dx is an inner product on real polynomials, and an orthogonal sequence for ww is determined by ww up to a nonzero constant factor in each pnp_n. Example: the Chebyshev polynomials TnT_n are Jacobi with α=β=−12\alpha = \beta = -\frac{1}{2}; for instance ∫−11T0T1(1−x2)−1/2 dx=∫−11x1−x2 dx=0\int_{-1}^1 T_0 T_1 (1 - x^2)^{-1/2}\, dx = \int_{-1}^1 \frac{x}{\sqrt{1 - x^2}}\, dx = 0, since the integrand is odd. Example: the Hermite polynomials are the Hermite case, and the weight e−x2/2e^{-x^2/2} of the probabilists' version is the Hermite weight after the change x↦x/2x \mapsto x / \sqrt{2}. A non-example: the orthogonal polynomials for w(x)=e−x4w(x) = e^{-x^4} on ℝ\R exist, but they are not classical, since no affine change of variable turns e−x4e^{-x^4} into one of the three weights. The classical families are exactly the orthogonal families that are eigenfunctions of an operator σ(x)y′′+τ(x)y′\sigma(x) y'' + \tau(x) y' with deg⁡σ≤2\deg \sigma \le 2 and deg⁡τ=1\deg \tau = 1. They are also exactly those whose derivatives (pn+1′)n≥0(p_{n+1}')_{n \ge 0} are again orthogonal, and those given by a Rodrigues formula.

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

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  1. Degree of a polynomial concept
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Further reading

  1. Web https://en.wikipedia.org/wiki/Classical_orthogonal_polynomials
About this page
Tag13CH1ZF88V
URIm2://13CH1ZF88V
Kinddefinition
WritingW0 stub
MSC33C45, 42C05
DefinesClassical orthogonal polynomials
UsesDegree of a polynomial, Inner product

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