Linear and multilinear algebra; matrix theory Proof
Proof that the matrix of the dual map is the transpose
Proof
- Write and . Let and be the dual bases, so and .
- Here if and otherwise.
- Let , an matrix. By the definition of the matrix of a linear map, for .
- The dual map is , . Its matrix is .
- By the same definition, for .
- Fix and . Evaluating step 5 at gives .
- On the other hand, by step 4 and step 3, .
- Since , the sum in step 7 equals .
- By steps 6 to 8, for all and .
- By the definition of the transpose, step 9 says .
Idea
The entries of both matrices can be read off by pairing a dual basis form with a basis vector. The number is entry of and also entry of , so the two matrices are transposes.
Reading path
To understand this page from the ground up, read these 18 pages in order. The foundations come first.
Show the path as a graph
- no evidence level
- Matrix definition
- Vector space definition
- Transpose definition
- Linear combination definition
- Linear map definition
- Linear subspace definition
- Linear independence definition
- Linear form definition
- Linear span definition
- Space of linear maps definition
- Dual space definition
- Spanning set definition
- Basis definition
- Dual map definition
- Coordinate vector definition
- Dual basis definition
- Matrix of a linear map definition
- Proof that the matrix of the dual map is the transpose proof
Where this leads
1 page builds on this one.
Further reading
- Web https://en.wikipedia.org/wiki/Transpose_of_a_linear_map, Representation as a matrix
About this page
| Tag | NPZX4CY60C |
|---|---|
| URI | m2://NPZX4CY60C |
| Kind | proof |
| Writing | W0 stub |
| MSC | 15A04 |
| Proves | Matrix of the dual map is the transpose |
| Uses | Matrix of a linear map, Dual map, Dual basis, Transpose |
| Changed | 4 November 2026 |
Markdown · JSON · Edit on GitHub
What this page needs for W1
- an inventory row: the row of the inventory that the node accounts for (0 of 1)
The writing levels say how complete the text of a page is. They do not measure its truth.
What links here
No page links to this page yet.