Linear and multilinear algebra; matrix theory Definition
Projection
Builds on EndomorphismDirect sum of subspaces
Definition
Let be a field and let be a vector space over . A projection on is an endomorphism with .
Remarks
If is a projection, then , and acts as the identity on . Conversely, for each direct sum , the map is a projection with image and kernel . If is a projection, then is the projection with image and kernel . In an inner product space, an orthogonal projection is a projection whose kernel is orthogonal to its image.
Reading path
To understand this page from the ground up, read these 7 pages in order. The foundations come first.
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- no evidence level
- Vector space definition
- Linear map definition
- Linear subspace definition
- Endomorphism definition
- Sum of subspaces definition
- Direct sum of subspaces definition
- Projection definition
Where this leads
35 pages build on this one.
- Reflection
- Least squares
- Orthogonal projection is the closest point
- Orthogonal projection
- Cartan–Dieudonné theorem
- 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
About this page
| Tag | 0RH4E3CAV9 |
|---|---|
| URI | m2://0RH4E3CAV9 |
| Kind | definition |
| Writing | W1 stated |
| MSC | 15A04 |
| Defines | Projection |
| Uses | Endomorphism, Direct sum of subspaces |
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