Convex cone 2026-10-05
A convex cone is a subset of a real vector space closed under nonnegative linear combinations: whenever and . The positive semidefinite cone and the copositive cone are examples, ordered by inclusion through the positive-semidefinite-plus-nonnegative cone.
Positive-semidefinite-plus-nonnegative cone 2026-10-05
The sums of a real positive semidefinite matrix and a symmetric nonnegative matrix form a convex cone inside the copositive cone. Both terms have nonnegative quadratic forms on the nonnegative orthant. The Horn copositive matrix shows that the inclusion is strict in dimension five; the sum of squares criterion for a biquadratic form explains this cone's relation to semidefinite programming.