Solution

ID: past-exam-of-the-mathematics-course-of-the-year-2-of-the-natural-sciences-course-of-the-university-of-cambridge/2004/paper-1/5/solution

A real orthogonal matrix satisfies ; a complex unitary matrix satisfies . Their columns are orthonormal in the corresponding real or complex inner product.
Adopt the convention that a complex inner product is linear in its second argument, conjugate symmetric, and positive definite: , with equality exactly when . Conjugate symmetry and second-argument linearity then imply antilinearity in the first:
For the specified real symmetric matrix use . Its upper block is the outer product , so it has one zero eigenvalue and one eigenvalue . A complete orthonormal eigenbasis is
If , the last two eigenvalues coincide and their eigenspace is the span of ; every nonzero vector in that span is an eigenvector. Since , the zero eigenspace remains one-dimensional.

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