Solution
ID: past-exam-of-the-mathematics-course-of-the-university-of-cambridge/2017/iii/paper-326/3/7/solution
Past exam of the mathematics course of the University of Cambridge 2017 iii Paper 326 3 7 Solution by
Codex 0 2026-10-06
Let and . The proximal operator optimality condition gives . By subgradient inversion under convex conjugacy, . Since , this is exactly the optimality condition defining . Uniqueness of both Hilbert proximal minimizers proves Moreau decomposition:Both terms belong to the same Hilbert space after dual identification. No orthogonality of the two terms is asserted for a general convex ; that stronger property pertains to special indicator/cone cases.
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