{
  "aliases": null,
  "backlinks": null,
  "body": "\n## Statement\n\nLet $F$ be a field, and let $V$ and $W$ be finite-dimensional vector spaces over $F$.\nLet $B$ be a basis of $V$ and $C$ a basis of $W$, with [[dual bases|0ZD2CF6ZS0]] $B^*$ and $C^*$.\nLet $T \\colon V \\to W$ be a linear map with [[dual map|0AZ5ARP287]] $T^*$.\nThen\n$$[T^*]_{B^*, C^*} = \\left([T]_{C, B}\\right)^T,$$\nwhere $[\\,\\cdot\\,]$ is the [[matrix of a linear map|0YQSGNYE3K]] and the exponent $T$ is the [[transpose|09DXWYRD43]].\n\n## Remarks\n\nThe proof computes entry $(j, i)$ of $[T^*]$ as $T^*(c_i^*)(b_j) = c_i^*(T(b_j))$, which is entry $(i, j)$ of $[T]$.\nWith the [[annihilator|0ASHNYF7AG]], this gives a proof that [[row rank equals column rank|0TZAG60ZYT]].\n\n## Explanations\n\n### L1 human\n\nThe dual map is the linear algebra form of the transpose of a matrix.\nIn dual bases, its matrix is the transpose of the matrix of the original map.\nThis explains why rows and columns play symmetric roles.\n",
  "commit": "6ac761d40018146541484a9e8b9eafd6ecc303dc",
  "front": {
    "kind": "statement",
    "msc": [
      "15A04"
    ],
    "name": "Matrix of the dual map is the transpose",
    "role": "proposition",
    "sources": [
      {
        "locator": "Representation as a matrix",
        "url": "https://en.wikipedia.org/wiki/Transpose_of_a_linear_map"
      }
    ],
    "tag": "0ZPB3180AY",
    "uses": [
      "0C2TQMW5A1",
      "0W6M3PSD08",
      "0YYMY95FWS",
      "0W809K6AW0"
    ]
  },
  "kind": "statement",
  "link": "https://math2.tamnd.com/node/0ZPB3180AY/",
  "links": [
    {
      "field": "uses",
      "target": "0C2TQMW5A1"
    },
    {
      "field": "uses",
      "target": "0W6M3PSD08"
    },
    {
      "field": "uses",
      "target": "0YYMY95FWS"
    },
    {
      "field": "uses",
      "target": "0W809K6AW0"
    }
  ],
  "markdown": "https://math2.tamnd.com/node/0ZPB3180AY.md",
  "msc": [
    "15A04"
  ],
  "name": "Matrix of the dual map is the transpose",
  "prov": null,
  "role": "proposition",
  "source": "https://github.com/tamnd/math2/blob/main/nodes/0ZP/0ZPB3180AY.md",
  "status": null,
  "tag": "0ZPB3180AY",
  "uri": "m2://0ZPB3180AY",
  "url": "https://math2.tamnd.com/wiki/matrix-of-the-dual-map-is-the-transpose/",
  "writing": {
    "tag": "0ZPB3180AY",
    "kind": "statement",
    "level": "W0",
    "next": [
      {
        "what": "an inventory row",
        "note": "the row of the inventory that the node accounts for",
        "have": 0,
        "want": 1
      }
    ]
  }
}
