{
  "aliases": null,
  "backlinks": null,
  "body": "\n## Definition\n\nLet $m \\ge 1$ and $n \\ge 0$, and let $x_1, \\dots, x_m \\in \\R$ be pairwise distinct.\nAn *incidence matrix* is an $m \\times (n + 1)$ matrix $E = (e_{ij})$, with $1 \\le i \\le m$ and $0 \\le j \\le n$.\nIts entries are $0$ or $1$, and exactly $n + 1$ of them are equal to $1$.\nGiven real numbers $y_{ij}$ for the pairs with $e_{ij} = 1$, the *Birkhoff interpolation problem* asks for a polynomial $p$ with real coefficients such that:\n\n1. $p = 0$ or $\\deg p \\le n$;\n2. $p^{(j)}(x_i) = y_{ij}$ for every pair $(i, j)$ with $e_{ij} = 1$, where $p^{(j)}$ is the $j$-th [[derivative|0V1EJCT8G6]].\n\nThe pair of $E$ and the nodes is *poised* if this problem has exactly one solution for every choice of the data $y_{ij}$.\n\n## Remarks\n\nThe conditions form a square linear system in the $n + 1$ coefficients of $p$, so poisedness means that its determinant is nonzero.\nIf in each row of $E$ the ones form an initial block $e_{i0} = \\cdots = e_{i,k_i - 1} = 1$, the problem is [[Hermite interpolation|9Z50M2WPTP]], which is always poised.\nIf moreover each row has a single one in column $0$, it is [[polynomial interpolation|SS1YMS2NPC]].\n\nExample: nodes $x_1 = 0$, $x_2 = 1$, $n = 1$, conditions $p(0) = a$ and $p'(1) = b$.\nFor $p = c_0 + c_1 x$ these give $c_0 = a$ and $c_1 = b$, so the problem is poised.\n\nNon-example: nodes $-1, 0, 1$, $n = 2$, conditions $p(-1) = a$, $p'(0) = b$, $p(1) = c$.\nFor $p = c_0 + c_1 x + c_2 x^2$ the system has the matrix with rows $(1, -1, 1)$, $(0, 1, 0)$, $(1, 1, 1)$, whose determinant is $0$.\nFor instance $p = x^2 - 1$ is a nonzero solution with zero data, so the problem is not poised.\n",
  "commit": "ff8a40749dc16545e3d2fc637f6b0196e81d0bfa",
  "front": {
    "defines": "FT1YKVBFC9",
    "kind": "definition",
    "msc": [
      "41A05",
      "65D05"
    ],
    "name": "Birkhoff interpolation",
    "sources": [
      {
        "url": "https://en.wikipedia.org/wiki/Birkhoff_interpolation"
      }
    ],
    "tag": "AE08JXN7CA",
    "uses": [
      "SS1YMS2NPC",
      "9Z50M2WPTP",
      "0V1EJCT8G6"
    ]
  },
  "kind": "definition",
  "link": "https://tamnd.github.io/math2/node/AE08JXN7CA/",
  "links": [
    {
      "field": "defines",
      "target": "FT1YKVBFC9"
    },
    {
      "field": "uses",
      "target": "SS1YMS2NPC"
    },
    {
      "field": "uses",
      "target": "9Z50M2WPTP"
    },
    {
      "field": "uses",
      "target": "0V1EJCT8G6"
    }
  ],
  "markdown": "https://tamnd.github.io/math2/node/AE08JXN7CA.md",
  "msc": [
    "41A05",
    "65D05"
  ],
  "name": "Birkhoff interpolation",
  "prov": null,
  "role": "",
  "source": "https://github.com/tamnd/math2/blob/main/nodes/AE0/AE08JXN7CA.md",
  "status": null,
  "tag": "AE08JXN7CA",
  "uri": "m2://AE08JXN7CA",
  "url": "https://tamnd.github.io/math2/wiki/birkhoff-interpolation-definition/",
  "writing": {
    "tag": "AE08JXN7CA",
    "kind": "definition",
    "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
      }
    ]
  }
}
