Solution

ID: past-exam-of-the-mathematics-course-of-the-year-2-of-the-natural-sciences-course-of-the-university-of-cambridge/2004/paper-1/4/a/solution

A Hermitian matrix obeys , where the dagger is conjugate transpose. If with , then . This scalar is real because its complex conjugate equals . Since , the eigenvalue is real.
For the Gram matrix, conjugate symmetry of the inner product gives
Thus is Hermitian. The assumption that the vectors form a basis additionally makes positive definite, though only Hermiticity is needed here.

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