Hessian Lower Bound for a Test Function Touching a Semiconvex Function from Above
lemmaAnalysisPDEMultivariable Calculuslem:semiconvex-upper-test-hessian-bound-2026aLet be a natural number and let be the real numbers with the order of their ordered field structure. Regard Euclidean space as a real vector space, with the sum of points, the scalar multiple, and the difference and dot product of points; write for the Euclidean norm, and let be the Euclidean distance, a metric on ; a subset of is open if and only if it is open in , by Euclidean Openness Agrees with Metric Openness on .
Let be convex, let satisfy , and let be semiconvex on with constant . Let be open, let , let be of class on (via clause 3 there), and suppose that the function whose value at is has a local maximum at relative to .
Write for the Hessian matrix of at , write for the identity matrix of size , and write for the scalar multiple of a real matrix by . The entries of satisfy , so that matrix is symmetric, and is symmetric by claim 2 of Equality of Mixed Second Partial Derivatives and Symmetry of the Hessian; both therefore lie in the set of symmetric real matrices, so the positive semidefinite ordering applies to them.
Then
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