Past exam of the mathematics course of the University of Cambridge 2017 iii Paper 339 1 d Solution Created 2026-10-03 Updated 2026-10-06
A pointed cone has no nonzero line through the origin: equivalently . If , its quadratic form vanishes on the nonnegative orthant. Testing the coordinate vectors gives . Testing then givesSince is a symmetric matrix, every entry is zero. Thus .
The identity matrix gives an interior point. For a symmetric perturbation with operator norm , the Cauchy-Schwarz inequality givesThis open norm ball around lies even in the positive semidefinite cone, hence in . Consequently and the interior is nonempty.
More generally, the interior of the copositive cone consists exactly of strictly copositive matrices. Positivity on the compact nonnegative unit sphere has a positive minimum and persists under small perturbations; a zero there is destroyed by an arbitrarily small negative multiple of .
Proper cone 2026-10-07
In conic optimization, a proper cone is a closed convex cone that is a pointed cone and has nonempty interior in its ambient finite-dimensional space. These conditions permit strict cone feasibility and nondegenerate barrier geometry.