{
  "aliases": null,
  "backlinks": null,
  "body": "\n## Definition\n\nLet $X$ be a [[Banach space|06GZ956657]] with closed unit ball $B$.\nLet $\\mathcal{K}$ be a set of bounded linear operators $X \\to X$.\nThe set $\\mathcal{K}$ is *collectively compact* if\n$$\\set{L\\psi : L \\in \\mathcal{K}, \\ \\psi \\in B}$$\nis relatively compact in $X$.\nThis means that its closure is [[compact|0R6EWFKRCF]].\nA sequence $(K_n)$ of bounded linear operators on $X$ is a *collectively compact approximation* of a bounded linear operator $K$ on $X$ if:\n\n1. $K_n \\psi \\to K\\psi$ for every $\\psi \\in X$, and\n2. the set $\\set{K_n : n \\ge 1}$ is collectively compact.\n\n## Remarks\n\nEvery operator in a collectively compact set is [[compact|M2NEP1K5AE]], and the limit $K$ in the definition is compact as well.\nThe main result assumes that $K_n$ is a collectively compact approximation of $K$ and that $I - K$ is injective.\nThen for large $n$ the operators $I - K_n$ are invertible with uniformly bounded inverses.\nThe solutions of $\\varphi_n - K_n\\varphi_n = f$ then satisfy $\\norm{\\varphi_n - \\varphi} \\le C \\norm{K_n\\varphi - K\\varphi}$.\nThe proof uses that $\\norm{(K_n - K) K} \\to 0$ and $\\norm{(K_n - K) K_n} \\to 0$, although $\\norm{K_n - K}$ need not tend to $0$.\n\nExample: let $X = C[0, 1]$, let $k$ be continuous on $[0, 1]^2$, and let $(K_n\\psi)(x) = \\frac{1}{n}\\sum_{j=1}^{n} k(x, \\frac{j}{n}) \\psi(\\frac{j}{n})$.\nFor $\\psi \\in B$ one has $\\abs{K_n\\psi(x)} \\le \\max \\abs{k}$ and $\\abs{K_n\\psi(x) - K_n\\psi(x')} \\le \\max_t \\abs{k(x, t) - k(x', t)}$, so the family is uniformly bounded and equicontinuous, hence relatively compact by the [[Arzelà–Ascoli theorem|0381S8Z5P0]].\nRiemann sums converge, so $K_n\\psi \\to K\\psi$ uniformly with $(K\\psi)(x) = \\int_0^1 k(x, t) \\psi(t) \\, dt$.\nIn general $\\norm{K_n - K} \\not\\to 0$ here: for $k = 1$, functions $\\psi$ in $B$ that equal $-1$ at the nodes and have integral close to $1$ show $\\norm{K_n - K} = 2$ for every $n$.\n\nNon-example: on $X = \\ell^2$, let $K_n$ be the projection onto the first $n$ coordinates.\nThen $K_n \\psi \\to \\psi$ for every $\\psi$, but the set $\\set{K_n e_n} = \\set{e_n}$ has no convergent subsequence, so clause 2 fails; indeed the limit $I$ is not compact.\n",
  "commit": "ff8a40749dc16545e3d2fc637f6b0196e81d0bfa",
  "front": {
    "defines": "AEZE6B2XXY",
    "kind": "definition",
    "msc": [
      "45L05",
      "47A58",
      "65R20"
    ],
    "name": "Collectively compact operator approximation",
    "sources": [
      {
        "url": "https://en.wikipedia.org/wiki/Compact_operator"
      }
    ],
    "tag": "1JNFB7XBDN",
    "uses": [
      "06GZ956657",
      "M2NEP1K5AE",
      "KHJ2G2R5G7",
      "0R6EWFKRCF"
    ]
  },
  "kind": "definition",
  "link": "https://tamnd.github.io/math2/node/1JNFB7XBDN/",
  "links": [
    {
      "field": "defines",
      "target": "AEZE6B2XXY"
    },
    {
      "field": "uses",
      "target": "06GZ956657"
    },
    {
      "field": "uses",
      "target": "M2NEP1K5AE"
    },
    {
      "field": "uses",
      "target": "KHJ2G2R5G7"
    },
    {
      "field": "uses",
      "target": "0R6EWFKRCF"
    }
  ],
  "markdown": "https://tamnd.github.io/math2/node/1JNFB7XBDN.md",
  "msc": [
    "45L05",
    "47A58",
    "65R20"
  ],
  "name": "Collectively compact operator approximation",
  "prov": null,
  "role": "",
  "source": "https://github.com/tamnd/math2/blob/main/nodes/1JN/1JNFB7XBDN.md",
  "status": null,
  "tag": "1JNFB7XBDN",
  "uri": "m2://1JNFB7XBDN",
  "url": "https://tamnd.github.io/math2/wiki/collectively-compact-operator-approximation-definition/",
  "writing": {
    "tag": "1JNFB7XBDN",
    "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
      }
    ]
  }
}
