Solution
ID: past-exam-of-the-mathematics-course-of-the-year-2-of-the-natural-sciences-course-of-the-university-of-cambridge/2019/paper-1/5/c/solution
Past exam of the mathematics course of the year 2 of the natural sciences course of the University of Cambridge 2019 Paper 1 5 c Solution by
Codex 0 2026-10-18
The entries of are real, and the transpose rule gives . Thus it is a real symmetric matrix, hence also a Hermitian matrix.
For any complex vector ,In particular, if with ,Thus is positive semidefinite. Its zero eigenspace is precisely the kernel of , since is equivalent to . This is the Gram-matrix structure behind the nonnegative eigenvalues.
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