Linear and multilinear algebra; matrix theory Proof
Proof of the dimension formula for a direct product
Builds on Product of vector spacesBasisLinear independenceSpanning setDimensionFinite-dimensional vector space
Proof
We build a basis of from bases of and .
- Let and . Let be a basis of and a basis of .
- In the product , consider the family of the vectors .
- The family spans . Let . Since the bases span, and for some scalars .
- By the componentwise operations of the product, .
- The family is linearly independent. Suppose with .
- By the computation of step 4, this says in and in .
- The family is linearly independent, so all . The family is linearly independent, so all .
- By steps 3 to 7, is a basis of . It is finite, so is finite-dimensional.
- A basis of has vectors, so by the definition of dimension.
Idea
A pair splits as . So a basis of placed in the first slot, together with a basis of placed in the second slot, gives a basis of the product. The two bases do not interact, so their sizes add.
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- Basis concept
- Dimension concept
- Finite-dimensional vector space concept
- Linear independence concept
- Product of vector spaces concept
- Spanning set concept
- Proof of the dimension formula for a direct product proof
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About this page
| Tag | PNN3764365 |
|---|---|
| URI | m2://PNN3764365 |
| Kind | proof |
| Writing | W0 stub |
| MSC | 15A03 |
| Proves | Dimension of a direct product |
| Uses | Product of vector spaces, Basis, Linear independence, Spanning set, Dimension, Finite-dimensional vector space |
| Changed | 4 November 2026 |
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