If x y, then ||x + y||2 = ||x||2 + ||y||2 The next result provides the

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If x ⊥ y, then
||x + y||2 = ||x||2 + ||y||2
The next result provides the crucial step in establishing the separating hyperplane theorem (section 3.9).
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