Cayley transform of a Hermitian matrix Created 2026-09-28 Updated 2026-10-20
For a Hermitian matrix , both and are invertible because every eigenvalue of is real. The displayed rational function is a unitary matrix: taking its conjugate transpose and commuting the rational factors gives . It maps each eigenvector of with eigenvalue to the same vector with eigenvalue , a complex number of modulus one different from one. The inverse Cayley transform of a unitary matrix without eigenvalue one recovers .
Another common convention is , which sends to and avoids eigenvalue minus one. The two conventions are related by ; the inverse formula must match the chosen convention.
Past exam of the mathematics course of the year 2 of the natural sciences course of the University of Cambridge 2009 Paper 1 6 Solution Created 2026-10-18 Updated 2026-10-20
A square complex matrix is a unitary matrix when , so it preserves the Euclidean norm. If with , then , giving . For a Hermitian matrix and ,because the numerator equals its complex conjugate. Hence no eigenvalue of is zero, proving it is invertible.
For , the Hermitian conjugate is . The factors and their inverses commute, since they are rational functions of . Thus . Its action on the same eigenvectors isThese eigenvalues have modulus one. This is the Cayley transform of a Hermitian matrix in the convention that avoids the unitary eigenvalue one.
For the inverse direction, givesTaking the conjugate transpose of therefore yieldsThe last equality uses commutativity of the two factors. This proves that the inverse Cayley transform of a unitary matrix without eigenvalue one is Hermitian. Solving for gives . An orthonormal eigenbasis of therefore diagonalizes , with diagonal entries .
The result extends even when a unitary matrix has eigenvalue one: choose so that does not. There are only finitely many forbidden phases, since the matrix has finitely many eigenvalues. Diagonalizing also diagonalizes in the same basis. Thus every unitary matrix is unitarily diagonalizable.
Use and take the Hermitian conjugate in the reverse product order:The factorization gives , while . ConsequentlyThe last equality uses the fact that commutes with and its inverse. Thus is a Hermitian matrix. The exclusion of the eigenvalue one is essential to define the inverse. Spectrally, an eigenvalue is sent to , a real number. This is the inverse Cayley transform of a unitary matrix without eigenvalue one.