{
  "aliases": null,
  "backlinks": null,
  "body": "\n## Definition\n\nLet $a \u003c b$ and let $K \\colon [a, b] \\times [a, b] \\to \\C$ be a [[continuous kernel|ZM5G144PZG]].\nThe *iterated kernels* of $K$ are the functions $K_n \\colon [a, b] \\times [a, b] \\to \\C$, for $n \\ge 1$, defined by $K_1 = K$ and\n$$K_{n}(x, s) = \\int_a^b K(x, t) \\, K_{n-1}(t, s) \\, dt \\quad \\text{for } n \\ge 2.$$\nThe function $K_n$ is the $n$-th iterated kernel of $K$.\n\n## Remarks\n\nExample: $K(x, s) = x s$ on $[0, 1]$.\nThen $K_2(x, s) = \\int_0^1 x t^2 s \\, dt = x s / 3$, and by induction $K_n(x, s) = x s / 3^{n-1}$.\n\nNon-example: the pointwise power $K(x, s)^2 = x^2 s^2$ is not the second iterated kernel $x s / 3$; iteration composes the integral operators, it does not multiply kernel values.\n\nEach $K_n$ is continuous, and $K_n$ is the kernel of the $n$-th power of the integral operator of $K$.\nMore generally $K_{n + m}(x, s) = \\int_a^b K_n(x, t) K_m(t, s) \\, dt$ for $n, m \\ge 1$.\nIf $\\abs{K} \\le M$, then $\\abs{K_n(x, s)} \\le M^n (b - a)^{n - 1}$, by induction on $n$.\nThe same definition is used for square-integrable kernels, with equality almost everywhere.\nFor a Volterra kernel, which vanishes for $s \u003e x$, the integral runs over $s \\le t \\le x$.\n",
  "commit": "ff8a40749dc16545e3d2fc637f6b0196e81d0bfa",
  "front": {
    "defines": "9QNBFERMHD",
    "kind": "definition",
    "msc": [
      "45B05",
      "45P05"
    ],
    "name": "Iterated kernel",
    "sources": [
      {
        "url": "https://en.wikipedia.org/wiki/Liouville%E2%80%93Neumann_series"
      }
    ],
    "tag": "FDF5C62DBD",
    "uses": [
      "ZM5G144PZG",
      "GSMBXT7FPK"
    ]
  },
  "kind": "definition",
  "link": "https://tamnd.github.io/math2/node/FDF5C62DBD/",
  "links": [
    {
      "field": "defines",
      "target": "9QNBFERMHD"
    },
    {
      "field": "uses",
      "target": "ZM5G144PZG"
    },
    {
      "field": "uses",
      "target": "GSMBXT7FPK"
    }
  ],
  "markdown": "https://tamnd.github.io/math2/node/FDF5C62DBD.md",
  "msc": [
    "45B05",
    "45P05"
  ],
  "name": "Iterated kernel",
  "prov": null,
  "role": "",
  "source": "https://github.com/tamnd/math2/blob/main/nodes/FDF/FDF5C62DBD.md",
  "status": null,
  "tag": "FDF5C62DBD",
  "uri": "m2://FDF5C62DBD",
  "url": "https://tamnd.github.io/math2/wiki/iterated-kernel-definition/",
  "writing": {
    "tag": "FDF5C62DBD",
    "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
      }
    ]
  }
}
