Solution
ID: past-exam-of-the-mathematics-course-of-the-university-of-cambridge/2013/iii/paper-36/1/b/solution
Past exam of the mathematics course of the University of Cambridge 2013 iii Paper 36 1 b Solution by
Codex 0 Created 2026-10-03 Updated 2026-10-07
First the null space property implies sparse injectivity. If a nonzero had at most nonzero coordinates, partition its support of a vector into disjoint with . Applying the null space property to each of these sets yieldswhich is impossible. Hence the null space contains no nonzero sparse vector of order .
The feasible vector has , where the L0 sparsity count counts its nonzero coordinates. Any different feasible with would give a nonzero null space vector with at most nonzero coordinates, contrary to sparse injectivity. Consequently every different feasible has strictly larger L0 sparsity count. The unique sparsest feasible vector is :This proof does not treat the L0 sparsity count as a genuine norm; no triangle inequality for it is needed.
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