Linear and multilinear algebra; matrix theory Definition
Orthonormal family
Builds on Orthogonal vectors
Definition
Let be an inner product space over or , and let be a set. A family of vectors of is orthonormal when, for all , where if and if .
Remarks
So each has norm , and and are orthogonal for . The standard basis of is orthonormal for the dot product. The functions , , are orthonormal for .
Reading path
To understand this page from the ground up, read these 4 pages in order. The foundations come first.
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- Vector space definition
- Inner product definition
- Orthogonal vectors definition
- Orthonormal family definition
Where this leads
42 pages build on this one.
- Parseval's identity
- Spectral theorem
- Coordinates in an orthonormal basis
- Matrix of the adjoint is the conjugate transpose
- Spectral theorem for Hermitian matrices
- QR decomposition
- Orthonormal basis
- An orthonormal family is linearly independent
- Principal axis theorem
- Bessel's inequality
- Gram–Schmidt process
- Gram–Schmidt vectors are orthogonal
- Existence of an orthonormal basis
- Derivation of the conjugate gradient method
- Conjugate residual method
- Hilbert–Schmidt expansion theorem
- Minimal residual method
- Bilinear series of a symmetric kernel
- QR algorithm
- Hadamard's inequality in Fredholm theory
- Spectral theorem for compact self-adjoint operators
- Courant–Fischer characterization of characteristic values
- Generalized minimal residual method
- Hadamard's inequality
- Arnoldi iteration
- Lidskii's trace formula for integral operators
- Normal coordinates
- Hadamard's maximal determinant problem
- Spectrum of the Laplace–Beltrami operator
- Biconjugate gradient stabilized method
- Bernstein's theorem on absolutely convergent Fourier series
- Operator monotone function
- Mercer's theorem
- Principal component analysis
- Schur product theorem
- Fundamental theorem of space curves
- Singular values of a compact operator
- Numerical methods for linear least squares
- Schmidt's singular value decomposition of a kernel
- Three-term recurrence for orthogonal polynomials
- Bareiss algorithm
- Frenet–Serret formulas
Further reading
- Web https://en.wikipedia.org/wiki/Orthonormality, Definition
About this page
| Tag | 09VYHEF2VT |
|---|---|
| URI | m2://09VYHEF2VT |
| Kind | definition |
| Writing | W0 stub |
| MSC | 15A63, 46C05 |
| Defines | Orthonormal family |
| Uses | Orthogonal vectors |
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