Solution

ID: past-exam-of-the-mathematics-course-of-the-university-of-cambridge/2020/ib/paper-2/18h/d/solution

Because , the two orthogonal projection matrices satisfy
Consequently is itself an orthogonal projection, onto the orthogonal complement of within . In particular it is a positive semidefinite matrix, so for every ,

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