Separation from a closed convex cone

ID: separation-from-a-closed-convex-cone

For a closed convex cone in a finite-dimensional real inner product space and , there exists with and for all . Here is a direct proof. A nearest point exists by compactness after restricting to a sufficiently large ball. Differentiating squared distance along the segment towards gives . Using and shows . Set : then and . This is a conic form of the Hahn-Banach separation theorem.

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