Linear and multilinear algebra; matrix theory Definition
Hermitian matrix
Builds on Conjugate transposeSquare matrix
Definition
Let be an complex square matrix. The matrix is Hermitian when , where is the conjugate transpose of . Equivalently, for all and .
Remarks
The diagonal entries of a Hermitian matrix are real. A real matrix is Hermitian if and only if it is symmetric. The eigenvalues of a Hermitian matrix are real, and has an orthonormal basis of eigenvectors, by the spectral theorem for Hermitian matrices. The matrix is Hermitian.
Reading path
To understand this page from the ground up, read these 5 pages in order. The foundations come first.
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- Matrix definition
- Square matrix definition
- Transpose definition
- Conjugate transpose definition
- Hermitian matrix definition
Where this leads
36 pages build on this one.
- Singular value decomposition
- Positive semidefinite matrix
- Gram matrices are positive semidefinite
- Spectral theorem for Hermitian matrices
- Eigenvalues of a positive definite matrix are positive
- Polar decomposition
- Singular value
- Rayleigh quotient
- Square root of a positive semidefinite matrix
- Principal axis theorem
- Positive definite matrix
- Sylvester's criterion
- Cholesky decomposition
- Cuthill–McKee algorithm
- Wigner semicircle law
- Minimum degree algorithm
- Nevanlinna–Pick interpolation
- Riesz space
- Pick matrix
- Incomplete Cholesky factorization
- Laplacian matrix
- Nested dissection
- Wishart distribution
- Eckart–Young theorem
- Finsler manifold
- Generalized method of moments
- Operator monotone function
- Bidiagonalization
- Hotelling's T-squared distribution
- Schur product theorem
- Numerical methods for linear least squares
- Positive-definite function
- Schmidt's singular value decomposition of a kernel
- Positive cone
- Ordered vector space
- Local asymptotic normality
Further reading
- Web https://en.wikipedia.org/wiki/Hermitian_matrix, lead section
About this page
| Tag | 0EKZCX4K3P |
|---|---|
| URI | m2://0EKZCX4K3P |
| Kind | definition |
| Writing | W1 stated |
| MSC | 15B57 |
| Defines | Hermitian matrix |
| Uses | Conjugate transpose, Square matrix |
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