This lecture covers the quadratic penalty method and augmented Lagrangian. Topics include the setup of quadratic penalty methods, theorem on global minimum, and sequences convergence. The instructor provides guidance on proofs and exercises.
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This course introduces students to continuous, nonlinear optimization. We study the theory of optimization with continuous variables (with full proofs), and we analyze and implement important algorith
