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(2) C*x = d (equality contraint)
If E is positive definite then f(x) is a [[convex]] [[function (mathematics)|function]] , and constraints are [[linear]] functions, we have from optimization theory that for point x to be an optimum point it is necessary and sufficient that x is a [[Karush-Kuhn-Tucker]] (KKT) point.
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