 Furthermore, formula_42 is the matrix exponential.A complex normal matrix () has an orthogonal eigenvector basis, so a normal matrix can be decomposed as

where is a unitary matrix and is a diagonal matrix.If is further restricted to be a Hermitian matrix (), then has only real valued entries.