Linear and multilinear algebra; matrix theory Proof
Proof of the dimension of the dual space by the dual basis
Builds on Dual spaceDual basisA linear map is determined by its values on a basisBasisLinear independenceSpanning setDimensionFinite-dimensional vector spaceLinear form
Proof
We show that the dual basis is a basis of .
- Let and let be a basis of . Write if and if .
- For each , the extension of values on a basis gives a linear form with for all . These form the dual basis in the dual space .
- The family is linearly independent. Suppose with .
- The operations of are pointwise. Evaluating at gives . This holds for each .
- The family spans . Let , and let .
- For each , . So and are linear maps that agree on a basis.
- By the uniqueness part of the same result, . So lies in the span of the .
- By steps 3 to 7, is a basis of with elements.
- So is finite-dimensional, and its dimension is .
Idea
The dual basis vector reads off the -th coordinate. A linear form is fixed by its values on the basis, so it is the combination of the coordinate functions with those values as coefficients. This gives exactly basis vectors for .
Reading path
To understand this page from the ground up, read these 21 pages in order. The foundations come first. The path takes the proof Proof that a linear map is determined by its values on a basis.
Show the path as a graph
- no evidence level
- Basis concept
- Dimension concept
- Dual basis concept
- Dual space concept
- Finite-dimensional vector space concept
- Linear combination concept
- Linear form concept
- Linear independence concept
- Linear map concept
- Spanning set concept
- Vector space definition
- Proof that a linear map is determined by its values on a basis proof
- Linear combination definition
- Linear map definition
- Linear subspace definition
- Linear independence definition
- Linear span definition
- Spanning set definition
- Basis definition
- A linear map is determined by its values on a basis statement
- Proof of the dimension of the dual space by the dual basis proof
Where this leads
4 pages build on this one.
Further reading
- Web https://en.wikipedia.org/wiki/Dual_space, Finite-dimensional case
About this page
| Tag | N3391DFGPS |
|---|---|
| URI | m2://N3391DFGPS |
| Kind | proof |
| Writing | W0 stub |
| MSC | 15A03, 15A04 |
| Proves | Dimension of the dual space |
| Uses | Dual space, Dual basis, A linear map is determined by its values on a basis, Basis, Linear independence, Spanning set, Dimension, Finite-dimensional vector space, Linear form |
| Changed | 4 November 2026 |
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