{
  "aliases": null,
  "backlinks": null,
  "body": "\n## Definition\n\nLet $(X, \\mu)$ and $(Y, \\nu)$ be [[measure spaces|56MJSVTHG0]] whose measures are [[sigma-finite|CW5CEF84T2]].\nLet $K \\colon X \\times Y \\to \\C$ be a measurable function, the *kernel*.\nThe *integral operator* with kernel $K$ is the [[linear map|0RJF668P1T]] $T$ given by\n$$(Tf)(x) = \\int_Y K(x, y)\\, f(y)\\, d\\nu(y).$$\nIts domain is the set of measurable functions $f \\colon Y \\to \\C$ for which the [[Lebesgue integral|XVEWR93EMV]] $\\int_Y \\abs{K(x, y) f(y)}\\, d\\nu(y)$ is finite for $\\mu$-almost every $x \\in X$.\n\n## Remarks\n\nExample: on $X = Y = [0, 1]$ with Lebesgue measure, the kernel $K(x, y) = 1$ for $y \u003c x$ and $K(x, y) = 0$ for $y \\ge x$ gives the Volterra operator $(Vf)(x) = \\int_0^x f(y)\\, dy$.\nIt is defined for every integrable $f$, because $\\int_0^1 \\abs{K(x, y) f(y)}\\, dy \\le \\int_0^1 \\abs{f}$.\nNon-example: the identity map of $L^2([0,1])$ is linear but is not an integral operator with a function kernel.\nSuch a kernel would give $\\int_A K(x, y)\\, dy = 1$ for almost every $x \\in A$ and $0$ for almost every $x \\notin A$, for every interval $A$.\nThis would force the measure $K(x, y)\\, dy$ to be a point mass at $x$, which is impossible.\nIf $K$ is in $L^2(X \\times Y)$, the operator maps the [[Lebesgue space|7KGF78FGEF]] $L^2(Y)$ to $L^2(X)$ and is bounded with norm at most $\\norm{K}_{L^2}$.\nSuch operators are called Hilbert–Schmidt integral operators, and they are compact.\n",
  "commit": "ff8a40749dc16545e3d2fc637f6b0196e81d0bfa",
  "front": {
    "defines": "H8P36XFV8K",
    "kind": "definition",
    "msc": [
      "47G10",
      "45P05"
    ],
    "name": "Integral operator",
    "sources": [
      {
        "url": "https://en.wikipedia.org/wiki/Integral_operator"
      }
    ],
    "tag": "DJBY0QQA80",
    "uses": [
      "56MJSVTHG0",
      "CW5CEF84T2",
      "0RJF668P1T",
      "XVEWR93EMV",
      "7KGF78FGEF"
    ]
  },
  "kind": "definition",
  "link": "https://tamnd.github.io/math2/node/DJBY0QQA80/",
  "links": [
    {
      "field": "defines",
      "target": "H8P36XFV8K"
    },
    {
      "field": "uses",
      "target": "56MJSVTHG0"
    },
    {
      "field": "uses",
      "target": "CW5CEF84T2"
    },
    {
      "field": "uses",
      "target": "0RJF668P1T"
    },
    {
      "field": "uses",
      "target": "XVEWR93EMV"
    },
    {
      "field": "uses",
      "target": "7KGF78FGEF"
    }
  ],
  "markdown": "https://tamnd.github.io/math2/node/DJBY0QQA80.md",
  "msc": [
    "47G10",
    "45P05"
  ],
  "name": "Integral operator",
  "prov": null,
  "role": "",
  "source": "https://github.com/tamnd/math2/blob/main/nodes/DJB/DJBY0QQA80.md",
  "status": null,
  "tag": "DJBY0QQA80",
  "uri": "m2://DJBY0QQA80",
  "url": "https://tamnd.github.io/math2/wiki/integral-operator-definition/",
  "writing": {
    "tag": "DJBY0QQA80",
    "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
      }
    ]
  }
}
