{
  "aliases": null,
  "backlinks": [
    {
      "field": "defines",
      "target": "868V3H5VX8"
    }
  ],
  "body": "\n## Summary\n\nA Chebyshev series expands a function on $[-1, 1]$ as a sum $\\sum a_k T_k(x)$ of [[Chebyshev polynomials|M6EAR1JHPP]].\nUnder the substitution $x = \\cos \\theta$ it becomes the Fourier cosine series of $f(\\cos \\theta)$.\nTruncated Chebyshev series are cheap to compute and are close to minimax approximations, within a factor that grows like $\\log n$.\nSo they are central in numerical analysis.\n\n## Explanations\n\n### L1 human\n\nA Fourier series writes a periodic function as a sum of cosines and sines.\nA Chebyshev series does the same for a function on $[-1, 1]$, using the polynomials $T_k$, which are cosines in disguise.\nFor example, $x^2 = \\frac{1}{2} T_0(x) + \\frac{1}{2} T_2(x)$, since $T_0 = 1$ and $T_2 = 2x^2 - 1$.\nFor smooth functions the coefficients shrink very fast, so a few terms already give a very accurate polynomial.\n",
  "commit": "ff8a40749dc16545e3d2fc637f6b0196e81d0bfa",
  "front": {
    "kind": "concept",
    "msc": [
      "41A10",
      "42A10",
      "33C45"
    ],
    "name": "Chebyshev series",
    "sources": [
      {
        "url": "https://en.wikipedia.org/wiki/Chebyshev_polynomials"
      }
    ],
    "tag": "GP98BJP4JH"
  },
  "kind": "concept",
  "link": "https://tamnd.github.io/math2/node/GP98BJP4JH/",
  "links": null,
  "markdown": "https://tamnd.github.io/math2/node/GP98BJP4JH.md",
  "msc": [
    "41A10",
    "42A10",
    "33C45"
  ],
  "name": "Chebyshev series",
  "prov": null,
  "role": "",
  "source": "https://github.com/tamnd/math2/blob/main/nodes/GP9/GP98BJP4JH.md",
  "status": null,
  "tag": "GP98BJP4JH",
  "uri": "m2://GP98BJP4JH",
  "url": "https://tamnd.github.io/math2/wiki/chebyshev-series/",
  "writing": {
    "tag": "GP98BJP4JH",
    "kind": "concept",
    "level": "W0",
    "next": [
      {
        "what": "an inventory row",
        "note": "the row of the inventory that the node accounts for",
        "have": 0,
        "want": 1
      },
      {
        "what": "a source with a locator",
        "have": 0,
        "want": 1
      }
    ]
  }
}
