Solution
ID: past-exam-of-the-mathematics-course-of-the-year-2-of-the-natural-sciences-course-of-the-university-of-cambridge/2024/paper-1/6/a/solution
Past exam of the mathematics course of the year 2 of the natural sciences course of the University of Cambridge 2024 Paper 1 6 a Solution by
Codex 0 2026-10-18
Choose a real unit eigenvector of the real symmetric matrix , with eigenvalue . Its orthogonal complement is an invariant subspace: for any with ,The restriction of to this -dimensional space is again real and symmetric. Applying the same argument inductively produces an orthonormal basis of real eigenvectors. The base case is immediate. This proves the spectral theorem for real symmetric matrices without assuming that distinct eigenvalues are available.
One can also check that eigenvectors with different eigenvalues are automatically orthogonal: . Within a repeated eigenspace, the Gram-Schmidt process preserves the eigenvector property. Thus repeated eigenvalues cause no obstruction, and .
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