Math 2.0

Harmonic analysis on Euclidean spaces Definition

Fourier–Legendre series

Builds on Legendre polynomialsLp spaceLebesgue integral

Definition

Let PnP_n be the Legendre polynomial of degree nn, for n≥0n \ge 0, normalized by Pn(1)=1P_n(1) = 1. Let f ⁣:[−1,1]→ℂf \colon [-1, 1] \to \C be a Lebesgue integrable function. The Fourier–Legendre coefficients of ff are an=2n+12∫−11f(x)Pn(x) dx,n≥0.a_n = \frac{2n + 1}{2} \int_{-1}^{1} f(x) P_n(x) \, dx, \qquad n \ge 0. The Fourier–Legendre series of ff is the formal series ∑n=0∞anPn(x).\sum_{n=0}^{\infty} a_n P_n(x).

Remarks

The factor (2n+1)/2(2n+1)/2 comes from the orthogonality relations ∫−11PmPn dx=22n+1δmn\int_{-1}^{1} P_m P_n \, dx = \frac{2}{2n+1} \delta_{mn}. For ff in the space L2([−1,1])L^2([-1, 1]), the series converges to ff in L2L^2, because the Legendre polynomials form a complete orthogonal system there.

Example: let f(x)=x2f(x) = x^2. Then a0=12∫−11x2 dx=13a_0 = \frac12 \int_{-1}^1 x^2 \, dx = \frac13, a1=32∫−11x3 dx=0a_1 = \frac32 \int_{-1}^1 x^3 \, dx = 0, and a2=52∫−11x2⋅3x2−12 dx=52⋅415=23a_2 = \frac52 \int_{-1}^1 x^2 \cdot \frac{3x^2 - 1}{2} \, dx = \frac52 \cdot \frac{4}{15} = \frac23. All ana_n with n≥3n \ge 3 vanish, since x2x^2 is a combination of P0P_0 and P2P_2 and is orthogonal to PnP_n for n≥3n \ge 3. So the series is 13P0+23P2\frac13 P_0 + \frac23 P_2, which equals x2x^2.

Non-example: f(x)=1/(1−x)f(x) = 1/(1 - x) on [−1,1)[-1, 1) is not integrable near x=1x = 1. Already a0=12∫−11dx1−xa_0 = \frac12 \int_{-1}^{1} \frac{dx}{1 - x} diverges, so ff has no Fourier–Legendre series.

Reading path

To understand this page from the ground up, read these 4 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. Lebesgue integral concept
  2. Legendre polynomials concept
  3. Lp space concept
  4. Fourier–Legendre series definition

Further reading

  1. Web https://en.wikipedia.org/wiki/Legendre_polynomials
About this page
TagT046A1477B
URIm2://T046A1477B
Kinddefinition
WritingW0 stub
MSC42C10, 33C45
DefinesFourier–Legendre series
UsesLegendre polynomials, Lp space, Lebesgue integral

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.