{
  "aliases": null,
  "backlinks": null,
  "body": "\n## Proof\n\nWe compute both matrices entry by entry with the formula for coordinates in an orthonormal basis.\n\n1. Let $V$ and $W$ be finite-dimensional inner product spaces over $\\mathbb{K} = \\R$ or $\\C$, with [[inner products|0VGSYBWHV2]] written $\\ip{\\cdot}{\\cdot}$. Let $B = (b_1, \\dots, b_n)$ and $C = (c_1, \\dots, c_m)$ be [[orthonormal bases|0FWJ0VW561]] of $V$ and $W$.\n2. Let $T \\colon V \\to W$ be linear, with [[adjoint|0ST8QF9T3T]] $T^* \\colon W \\to V$. So $\\ip{T(v)}{w} = \\ip{v}{T^*(w)}$ for all $v \\in V$ and $w \\in W$.\n3. By the definition of the [[matrix of a linear map|0YYMY95FWS]], $[T]_{C,B} = (a_{ij})$ is the $m \\times n$ matrix with $T(b_j) = \\sum_{i=1}^{m} a_{ij} c_i$.\n4. Likewise, $[T^*]_{B,C} = (d_{ji})$ is the $n \\times m$ matrix with $T^*(c_i) = \\sum_{j=1}^{n} d_{ji} b_j$, for $1 \\le i \\le m$.\n5. By the [[formula for coordinates|09DZ8CD1AK]] in the orthonormal basis $C$, the coordinates of $T(b_j)$ are $a_{ij} = \\ip{T(b_j)}{c_i}$.\n6. By the same formula in the orthonormal basis $B$, the coordinates of $T^*(c_i)$ are $d_{ji} = \\ip{T^*(c_i)}{b_j}$.\n7. By conjugate symmetry and step 2, $d_{ji} = \\overline{\\ip{b_j}{T^*(c_i)}} = \\overline{\\ip{T(b_j)}{c_i}} = \\overline{a_{ij}}$.\n8. By the definition of the [[conjugate transpose|0EX045E2BP]], the $(j, i)$ entry of $([T]_{C,B})^*$ is $\\overline{a_{ij}}$.\n9. So $[T^*]_{B,C}$ and $([T]_{C,B})^*$ have the same size $n \\times m$ and the same entries. Hence $[T^*]_{B,C} = ([T]_{C,B})^*$.\n\n## Idea\n\nIn an orthonormal basis, each matrix entry is an inner product: the $(i, j)$ entry of $[T]$ is $\\ip{T(b_j)}{c_i}$. The defining property of the adjoint moves $T$ across the inner product. Conjugate symmetry then turns the entry of $[T^*]$ into the conjugate of the mirrored entry of $[T]$.\n",
  "commit": "4a3290d299c8b2cd6493fce2296920ba7f82d942",
  "front": {
    "kind": "proof",
    "msc": [
      "15A04",
      "47A05"
    ],
    "name": "Proof that the matrix of the adjoint is the conjugate transpose",
    "proves": "0DBTE6HVBD",
    "sources": [
      {
        "locator": "Theorem 7.9",
        "url": "https://linear.axler.net/LADR4e.pdf"
      }
    ],
    "tag": "DBYTK4D7YV",
    "uses": [
      "0VGSYBWHV2",
      "0ST8QF9T3T",
      "0YYMY95FWS",
      "0EX045E2BP",
      "0FWJ0VW561",
      "09DZ8CD1AK"
    ]
  },
  "kind": "proof",
  "link": "https://math2.tamnd.com/node/DBYTK4D7YV/",
  "links": [
    {
      "field": "proves",
      "target": "0DBTE6HVBD"
    },
    {
      "field": "uses",
      "target": "0VGSYBWHV2"
    },
    {
      "field": "uses",
      "target": "0ST8QF9T3T"
    },
    {
      "field": "uses",
      "target": "0YYMY95FWS"
    },
    {
      "field": "uses",
      "target": "0EX045E2BP"
    },
    {
      "field": "uses",
      "target": "0FWJ0VW561"
    },
    {
      "field": "uses",
      "target": "09DZ8CD1AK"
    }
  ],
  "markdown": "https://math2.tamnd.com/node/DBYTK4D7YV.md",
  "msc": [
    "15A04",
    "47A05"
  ],
  "name": "Proof that the matrix of the adjoint is the conjugate transpose",
  "prov": null,
  "role": "",
  "source": "https://github.com/tamnd/math2/blob/main/nodes/DBY/DBYTK4D7YV.md",
  "status": null,
  "tag": "DBYTK4D7YV",
  "uri": "m2://DBYTK4D7YV",
  "url": "https://math2.tamnd.com/wiki/proof-that-the-matrix-of-the-adjoint-is-the-conjugate-transpose/",
  "writing": {
    "tag": "DBYTK4D7YV",
    "kind": "proof",
    "level": "W0",
    "next": [
      {
        "what": "an inventory row",
        "note": "the row of the inventory that the node accounts for",
        "have": 0,
        "want": 1
      }
    ]
  }
}
