{
  "aliases": null,
  "backlinks": [
    {
      "field": "defines",
      "target": "7BVX2KF3QC"
    }
  ],
  "body": "\n## Summary\n\nFixed-point iteration computes a solution of $f(x) = x$ by applying $f$ again and again to a starting point.\nIf the resulting sequence converges and $f$ is continuous, its limit is a fixed point of $f$.\nThe [[Banach fixed point theorem|0VK6VEH345]] guarantees convergence for a contraction on a complete metric space.\nMany numerical methods, such as [[Newton's method|07EXVNF9VP]], are fixed-point iterations.\n\n## Explanations\n\n### L1 human\n\nPick a number, apply a function to it, apply the function to the result, and keep going.\nIf the numbers settle down, they settle at a point that the function does not move.\nTry it with the cosine key of a calculator in radians: starting from $1$, the values approach about $0.739085$, the only real solution of $\\cos x = x$.\nIteration is a simple way to solve an equation when one can rewrite it as $x = f(x)$.\n",
  "commit": "547b6eddb8f2feb8d579f2d633d22a27b7e132fc",
  "front": {
    "kind": "concept",
    "msc": [
      "47J25",
      "65H05",
      "40A05"
    ],
    "name": "Fixed-point iteration",
    "same_as": {
      "wikidata": "Q1030759",
      "wikipedia": "Fixed-point iteration"
    },
    "sources": [
      {
        "url": "https://en.wikipedia.org/wiki/Fixed-point_iteration"
      }
    ],
    "tag": "K6ZF91051B"
  },
  "kind": "concept",
  "link": "https://math2.tamnd.com/node/K6ZF91051B/",
  "links": null,
  "markdown": "https://math2.tamnd.com/node/K6ZF91051B.md",
  "msc": [
    "47J25",
    "65H05",
    "40A05"
  ],
  "name": "Fixed-point iteration",
  "prov": null,
  "role": "",
  "source": "https://github.com/tamnd/math2/blob/main/nodes/K6Z/K6ZF91051B.md",
  "status": null,
  "tag": "K6ZF91051B",
  "uri": "m2://K6ZF91051B",
  "url": "https://math2.tamnd.com/wiki/fixed-point-iteration/",
  "writing": {
    "tag": "K6ZF91051B",
    "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
      }
    ]
  }
}
