History & Comments
Back
Fill content
Description:Added Hermitian matrices
# Hermitian matricesPut content here**Definition:** A complex square matrix $A$ is **Hermitian** if it equals its conjugate transpose: ⏎ $$A = A^* \quad \text{or equivalently} \quad a_{ij} = \overline{a_{ji}}$$ ⏎ For real matrices, Hermitian reduces to symmetric. ⏎ **Example:** $$A = \begin{pmatrix} 2 & 1+i \\ 1-i & 3 \end{pmatrix}$$ ⏎ **Properties:** - All eigenvalues are real - Eigenvectors corresponding to distinct eigenvalues are orthogonal - $A$ is unitarily diagonalizable: $A = U\Lambda U^*$ where $U$ is unitary - $x^*Ax$ is real for all vectors $x$ - The sum of Hermitian matrices is Hermitian - The product $AB$ is Hermitian iff $A$ and $B$ commute ⏎ **Applications:** - Quantum mechanics: observables are represented by Hermitian operators - Signal processing: covariance matrices - Optimization: Hessian of real-valued functions ⏎ Hermitian matrices are the complex analog of real symmetric matrices. # Parents * Particular types of matrices
Sign in to add a new comment