Linear and multilinear algebra; matrix theory Proof
Proof that finite-dimensional spaces are isomorphic iff they have equal dimension
Builds on Linear isomorphismA linear map is injective iff its kernel is trivialA linear map is determined by its values on a basisBijective iff it has a two-sided inverseBasisLinear independenceSpanning setDimensionDimension theorem for vector spaces
Proof
We show that an isomorphism sends a basis to a basis, and that a bijection between bases extends to an isomorphism.
- Suppose and are isomorphic, and let be a linear isomorphism. Let , the dimension, and let be a basis of .
- The family is linearly independent. Suppose with . Then by linearity.
- is injective, so its kernel is by the kernel criterion. Hence , and all because is linearly independent.
- The family spans . Let . Since is surjective, for some , and then .
- So is a basis of with vectors. By the dimension theorem, .
- Conversely, suppose . Let be a basis of and a basis of .
- By the extension of values on a basis, there is a linear map with for all . There is also a linear map with for all .
- The composite is linear, since for and . It sends each to .
- The identity map of also sends each to . By the uniqueness part of the same result, .
- In the same way, fixes each , so .
- By the two-sided inverse criterion, is bijective. So is a linear isomorphism, and and are isomorphic.
Idea
An isomorphism carries a basis to a basis, so it preserves the number of basis vectors. Conversely, if two spaces have bases of the same size, matching the basis vectors one to one defines a linear map in each direction. The two maps undo each other.
Reading path
To understand this page from the ground up, read these 46 pages in order. The foundations come first. The path takes the proofs Proof that a function is bijective iff it has a two-sided inverse, Proof that a linear map is injective iff its kernel is trivial, Proof that a linear map is determined by its values on a basis.
- Basis concept
- Dimension concept
- Element definition
- Kernel of a linear map concept
- Linear combination concept
- Linear independence concept
- Linear isomorphism concept
- Linear map concept
- Proposition concept
- Spanning set concept
- Vector space definition
- Set definition
- Proof that a linear map is determined by its values on a basis proof
- Proof that a linear map is injective iff its kernel is trivial proof
- Implication definition
- Predicate definition
- Linear combination definition
- Linear map definition
- Linear subspace definition
- Ordered pair definition
- Existential quantifier definition
- Universal quantifier definition
- Linear independence definition
- Kernel of a linear map definition
- Linear span definition
- Cartesian product definition
- Uniqueness quantifier definition
- Subset definition
- A linear map is injective iff its kernel is trivial statement
- Spanning set definition
- Binary relation definition
- Basis definition
- Function definition
- Dimension theorem for vector spaces statement
- A linear map is determined by its values on a basis statement
- Codomain definition
- Function composition definition
- Identity function definition
- Injective function definition
- Surjective function definition
- Left inverse definition
- Right inverse definition
- Bijective function definition
- Proof that a function is bijective iff it has a two-sided inverse proof
- Bijective iff it has a two-sided inverse statement
- Proof that finite-dimensional spaces are isomorphic iff they have equal dimension proof
Where this leads
1 page builds on this one.
Further reading
- Web https://dec41.user.srcf.net/notes/IB_M/linear_algebra_thm_proof.pdf, Sections 2.1 and 2.2
About this page
| Tag | Y9JFGK2BX8 |
|---|---|
| URI | m2://Y9JFGK2BX8 |
| Kind | proof |
| Writing | W0 stub |
| MSC | 15A03 |
| Proves | Finite-dimensional spaces are isomorphic iff they have equal dimension |
| Uses | Linear isomorphism, A linear map is injective iff its kernel is trivial, A linear map is determined by its values on a basis, Bijective iff it has a two-sided inverse, Basis, Linear independence, Spanning set, Dimension, Dimension theorem for vector spaces |
| Changed | 4 November 2026 |
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