Linear and multilinear algebra; matrix theory Definition
Orthogonal complement
Builds on Orthogonal vectorsLinear subspace
Definition
Let be an inner product space over or , and let be a subspace of . The orthogonal complement of is
Remarks
is a subspace of , and . In with the dot product, the orthogonal complement of a plane through is its normal line. For a real matrix , the null space of is the orthogonal complement of the row space of in . In finite dimensions, , see the orthogonal decomposition.
Reading path
To understand this page from the ground up, read these 5 pages in order. The foundations come first.
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- no evidence level
- Vector space definition
- Inner product definition
- Linear subspace definition
- Orthogonal vectors definition
- Orthogonal complement definition
Where this leads
39 pages build on this one.
- Reflection
- Least squares
- Dimension of the orthogonal complement
- Orthogonal projection is the closest point
- Orthogonal complement of the orthogonal complement
- Orthogonal projection
- A space is the direct sum of a subspace and its orthogonal complement
- Cartan–Dieudonné theorem
- Non-negative least squares
- Conjugate residual method
- Local regression
- Minimal residual method
- Toeplitz operator
- Partial isometry
- 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/Orthogonal_complement, Inner product spaces
About this page
| Tag | 079D68S3AW |
|---|---|
| URI | m2://079D68S3AW |
| Kind | definition |
| Writing | W1 stated |
| MSC | 15A63, 46C05 |
| Defines | Orthogonal complement |
| Uses | Orthogonal vectors, Linear subspace |
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