Class 15
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Theory of Constrained Optimization, Chap. 12, cont...
(with basic convex analysis added)
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Basic Hyperplane Separation Theorem
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Lemma: K is a closed convex cone if and only K=K++
(for derivation of Farkas' Lemma)
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Linearizing Cone, Cone of Gradients, Weakest Constraint Qualification,
Karush-Kuhn-Tucker conditions
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Generalized Convex Program (perturbation function)
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Lagrange Multiplier Theorem (with proof) of Generalized Convex Program
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Application of convex dual to the Control Theory Example.