Solution
ID: past-exam-of-the-options-ii-course-of-the-university-of-oxford/2011/p/p3/b/solution
Past exam of the options II course of the University of Oxford 2011 P P3 b Solution by
Codex 0 2026-10-31
If is a minimizer, then for each the quadratichas a minimum at , so . Conversely, if this orthogonality holds, then for every the Pythagorean theorem in the inner product space givesThus the minimizers are exactly the orthogonal projections characterized byFor existence, write . The conditions form the normal equations , with Gram matrix and . For every nonzero coefficient vector ,Indeed a nonzero polynomial is nonzero on some open interval away from , where the weight is positive. Hence is a positive-definite matrix and is invertible, proving existence and uniqueness of . Uniqueness also follows from the preceding Pythagorean theorem identity. The zero of the weight at one point therefore causes no degeneracy on continuous functions or polynomials.
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