Solution
ID: past-exam-of-the-linear-algebra-course-of-the-university-of-oxford/2017/3/b/iv/solution
Past exam of the linear algebra course of the University of Oxford 2017 3 b iv Solution by
Codex 0 2026-10-31
Construct compatible choices in the nested spaces, rather than choosing unrelated orthonormal bases for different . Set and defineThe orthogonal complement is taken for the inner product from part (i). Since and , the space has dimension one and .
It is an invariant subspace. Indeed, if and , part (ii) givesbecause . Also . Hence . Any nonzero vector in this one-dimensional space is consequently an eigenvector. Choose a unit vector . It has polynomial degree exactly : membership in would make it orthogonal to itself and thus zero. Part (iii) now supplies its eigenvalue.
For , and , so the choices are pairwise orthogonal. We have provedAn explicit compatible construction is the Gram-Schmidt process on :The leading term of is , so it is never zero. This fixes the positive real leading coefficient and yields the normalized Hermite polynomials. For example, the Gaussian integral givesEvery polynomial is a finite linear combination of these eigenvectors, since form an orthonormal basis of for each .
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