The Hyperplane Separation Theorem for Convex Sets
Students often confuse the 'Separating' Hyperplane Theorem with the 'Supporting' Hyperplane Theorem. Remember: Separation deals with two disjoint sets, whereas Support deals with the boundary of a single set. They are related, but satisfy different geometric objectives.
Institutional Reference: Fundamentals of Optimization
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