Solution

ID: past-exam-of-the-mathematics-course-of-the-university-of-cambridge/2011/ia/paper-1/8b/a/i/solution

Let with nonzero. For a real symmetric matrix, , where the star denotes the conjugate transpose. Consequently equals its complex conjugate and is real. The eigenvalue equation gives
since . Allowing a complex eigenvector in this argument is essential: reality of an eigenvalue must be proved, rather than assumed in advance.

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