Past exam of the mathematics course of the University of Cambridge 2013 iii Paper 63 3 2 Solution Created 2026-10-03 Updated 2026-10-07
Assume the self-adjoint interpretation of positive-definite operator from the preceding part. For and real , expand the quadratic functional:The first variation therefore vanishes in every direction precisely when for every , or . This is its Euler-Lagrange equation and its weak formulation. For any weak solution , write . Self-adjointness and cancel the cross terms and give the exact identityStrict positivity makes this difference positive unless , so every weak solution is the unique global minimizer, and conversely every minimizer is a weak solution. If is uniformly positive, the Lax-Milgram theorem additionally gives existence for every and . The identity above then gives the quantitative gap .
The hypotheses matter. On , letThen for nonzero , but is minimized at , whereas . Thus real quadratic positivity without symmetry does not imply the requested variational assertion: the symmetric part determines a real quadratic functional.
Also, strict self-adjoint positivity does not imply existence for arbitrary . On , take and . The operator is bounded, self-adjoint and strictly positive, and ; a solution would have , which is not in . In fact the trial vectors with their first coordinates equal to one give . The printed conclusion about a weak solution is valid whenever that solution exists; an unconditional existence assertion needs uniform positivity.
Fix one self-adjoint choice of separated homogeneous Dirichlet boundary conditions or Neumann boundary conditions at each endpoint. The stated product condition then makes the boundary term vanish. Multiplication of by and integration by parts giveHence define the quadratic functionalsand for nonzero admissible . The first expression for is linear in the operator , and is linear in the weight .
To prove the minimum statement, expand an admissible function in a complete weighted orthonormal system of eigenfunctions of the Sturm-Liouville problem, , with ordered eigenvalues . Self-adjointness and orthogonality of Sturm-Liouville eigenfunctions giveEquality is attained by a lowest eigenfunction, soThis is the Rayleigh-Ritz variational principle. The endpoint product condition is shorthand for fixed choices of boundary type: allowing each trial function to choose different endpoint types would not define one fixed self-adjoint eigenvalue problem.