Solution
ID: past-exam-of-the-mathematics-course-of-the-university-of-cambridge/2017/iii/paper-326/3/4/solution
Past exam of the mathematics course of the University of Cambridge 2017 iii Paper 326 3 4 Solution by
Codex 0 2026-10-06
On a real Hilbert space, for a proper lower-semicontinuous convex function , the proximal operator isThe quadratic makes this objective strongly convex and coercive; the affine lower bound available for a proper closed convex function and weak lower semicontinuity give existence. The minimizer is unique. The subdifferential optimality condition isFor a positive parameter , uses in the same formula. On a general Banach space, the analogous norm-squared minimization is Banach-space proximal minimization; it can be set-valued and the identity-valued Hilbert derivative must be replaced by the duality mapping.
New to topics? Read the docs here!