The separation theorem states that if two convex sets in a Euclidean space do not intersect, there exists a hyperplane that can separate them without touching either set. This concept is fundamental in understanding the properties of convex sets and is closely linked to the idea of convex combinations and supporting hyperplanes. The theorem is widely applicable in optimization, game theory, and computational geometry, providing a method for determining feasible regions in various mathematical problems.
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