Linear and multilinear algebra; matrix theory Proof
Proof of the formula for the dimension of the orthogonal complement
Builds on Orthogonal complementDimension of a subspaceA space is the direct sum of a subspace and its orthogonal complementDirect sum of subspacesGrassmann's formulaDimension
Proof
We combine the orthogonal decomposition with Grassmann's formula.
- Let be a finite-dimensional inner product space over or . Let be a subspace of , and let be its orthogonal complement.
- The subspace is finite-dimensional, since is. So .
- By the definition of the direct sum, and the only way to write with , is .
- Let . Then with and . By step 3, . So .
- The set contains and is closed under linear combinations, by linearity of the inner product in the first argument. So is a subspace, and it is finite-dimensional by the same result as in step 2.
- By Grassmann's formula, , where is the dimension.
- By steps 3 and 4, the left side is . Hence .
Idea
The space splits as , and the two parts meet only in . Dimensions add over such a splitting, as Grassmann's formula shows.
Reading path
To understand this page from the ground up, read these 74 pages in order. The foundations come first. The path takes the proofs Proof of the Steinitz exchange lemma by induction, Proof of the existence of an orthonormal basis by the Gram–Schmidt process, Proof of Grassmann's formula by extending a basis of the intersection, Proof that the Gram–Schmidt vectors are orthogonal, Proof that an orthonormal family is linearly independent, Proof that every linearly independent set extends to a basis, by Zorn's lemma, Proof of the formula for coordinates in an orthonormal basis, Proof of Zorn's lemma, Proof that n independent or n spanning vectors in an n-dimensional space form a basis, Proof that a space is the direct sum of a finite-dimensional subspace and its orthogonal complement, Proof that a subspace of a finite-dimensional space has smaller or equal dimension, Proof that an intersection of subspaces is a subspace.
- Element definition
- Proof of Zorn's lemma proof
- Proposition concept
- Vector space definition
- Set definition
- Disjunction definition
- Implication definition
- Predicate definition
- Inner product definition
- Linear combination definition
- Linear subspace definition
- Norm definition
- Family of sets definition
- Ordered pair definition
- Union definition
- Existential quantifier definition
- Universal quantifier definition
- Inner product space definition
- Orthogonal vectors definition
- Linear independence definition
- Linear span definition
- Proof that an intersection of subspaces is a subspace proof
- Sum of subspaces definition
- Cartesian product definition
- Subset definition
- Union of a family of sets definition
- Uniqueness quantifier definition
- Norm induced by an inner product definition
- Orthogonal complement definition
- Orthonormal family definition
- Intersection of subspaces statement
- Spanning set definition
- Direct sum of subspaces definition
- Binary relation definition
- Proof that an orthonormal family is linearly independent proof
- Gram–Schmidt process concept
- Proof of the Steinitz exchange lemma by induction proof
- Basis definition
- Finite-dimensional vector space definition
- Antisymmetric relation definition
- Reflexive relation definition
- Transitive relation definition
- Function definition
- Dimension theorem for vector spaces statement
- Dimension definition
- An orthonormal family is linearly independent statement
- Orthonormal basis definition
- Proof that the Gram–Schmidt vectors are orthogonal proof
- Steinitz exchange lemma statement
- Preorder definition
- Choice function definition
- Proof of the formula for coordinates in an orthonormal basis proof
- Gram–Schmidt vectors are orthogonal statement
- Proof that a subspace of a finite-dimensional space has smaller or equal dimension proof
- Proof that n independent or n spanning vectors in an n-dimensional space form a basis proof
- Partial order definition
- Axiom of choice statement
- Coordinates in an orthonormal basis statement
- Dimension of a subspace statement
- Linearly independent set of the right size is a basis statement
- Maximal element definition
- Total order definition
- Upper bound definition
- Chain definition
- Zorn's lemma statement
- Proof that every linearly independent set extends to a basis, by Zorn's lemma proof
- Every linearly independent set extends to a basis statement
- Proof of the existence of an orthonormal basis by the Gram–Schmidt process proof
- Proof of Grassmann's formula by extending a basis of the intersection proof
- Existence of an orthonormal basis statement
- Grassmann's formula statement
- Proof that a space is the direct sum of a finite-dimensional subspace and its orthogonal complement proof
- A space is the direct sum of a subspace and its orthogonal complement statement
- Proof of the formula for the dimension of the orthogonal complement proof
Where this leads
38 pages build on this one.
- Singular value decomposition
- Spectral theorem
- Spectral theorem for Hermitian matrices
- Dimension of the orthogonal complement
- Polar decomposition
- Principal axis theorem
- Orthogonal complement of the orthogonal complement
- Cartan–Dieudonné theorem
- Proof of the principal axis theorem from the spectral theorem
- Proof of the singular value decomposition from the spectral theorem
- Hilbert–Schmidt expansion theorem
- Bilinear series of a symmetric kernel
- Uhlmann's theorem
- Spectral theorem for compact self-adjoint operators
- Courant–Fischer characterization of characteristic values
- Proof of the spectral theorem for self-adjoint operators by induction on the dimension
- Principle of material frame-indifference
- Proof of the Cartan–Dieudonné theorem by induction on the dimension
- Mixed state
- Purification of a quantum state
- Lidskii's trace formula for integral operators
- Proof that the orthogonal complement of the orthogonal complement is the subspace
- Spectrum of the Laplace–Beltrami operator
- Principal stresses
- Eckart–Young theorem
- Proof of the polar decomposition from the singular value decomposition
- Schmidt decomposition
- Operator monotone function
- Mercer's theorem
- Proof of the spectral theorem for Hermitian matrices
- Principal component analysis
- Inertia tensor and principal axes
- Bidiagonalization
- Schur product theorem
- Singular values of a compact operator
- Schmidt's singular value decomposition of a kernel
- Polar decomposition of the deformation gradient
- Channel capacity of a quantum channel
Further reading
- Web https://linear.axler.net/LADR4e.pdf, Theorem 6.51
About this page
| Tag | JSHFXYCSSK |
|---|---|
| URI | m2://JSHFXYCSSK |
| Kind | proof |
| Writing | W0 stub |
| MSC | 15A03, 46C05 |
| Proves | Dimension of the orthogonal complement |
| Uses | Orthogonal complement, Dimension of a subspace, A space is the direct sum of a subspace and its orthogonal complement, Direct sum of subspaces, Grassmann's formula, Dimension |
| Changed | 4 November 2026 |
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