Linear and multilinear algebra; matrix theory Definition
Sum of subspaces
Builds on Linear subspace
Definition
Let be a field, let be a vector space over , and let and be linear subspaces of . The sum of and is For subspaces , the sum is .
Remarks
The sum is a subspace, and it is the smallest subspace of that contains . The sum is the span of . When , the sum is a direct sum. For finite-dimensional subspaces, Grassmann's formula gives .
Reading path
To understand this page from the ground up, read these 3 pages in order. The foundations come first.
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- Vector space definition
- Linear subspace definition
- Sum of subspaces definition
Where this leads
43 pages build on this one.
- Reflection
- Direct sum of subspaces
- Complementary subspaces
- Grassmann's formula
- Second isomorphism theorem for vector spaces
- Least squares
- Orthogonal projection is the closest point
- Existence of a complementary subspace
- Orthogonal projection
- Projection
- A space is the direct sum of a subspace and its orthogonal complement
- Cartan–Dieudonné theorem
- Decomposition into generalised eigenspaces
- Non-negative least squares
- Conjugate residual method
- Local regression
- Minimal residual method
- Toeplitz operator
- Céa's lemma
- Ordinary least squares
- Smoothing spline
- Lax–Milgram theorem
- Response surface methodology
- Nonlinear regression
- Generalized minimal residual method
- Minimum total potential energy principle
- Gauss–Newton algorithm
- Hilbert space adjoint
- Hilbert projection theorem
- Ridge regression
- L-curve
- Biconjugate gradient stabilized method
- Galerkin method
- Empirical risk minimization
- Isotonic regression
- Projection body
- Ladyzhenskaya–Babuška–Brezzi condition
- Levenberg–Marquardt algorithm
- Riesz representation theorem
- Box–Jenkins method
- Lasso
- Householder transformation
- Numerical methods for linear least squares
Further reading
- Web https://en.wikipedia.org/wiki/Linear_subspace, Operations and relations on subspaces
About this page
| Tag | 0RMKABS2S5 |
|---|---|
| URI | m2://0RMKABS2S5 |
| Kind | definition |
| Writing | W1 stated |
| MSC | 15A03 |
| Defines | Sum of subspaces |
| Uses | Linear subspace |
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