Quadratic Penalty Methods: Sound Problems

This lecture covers Quadratic Penalty Methods, focusing on the optimization problem where constraints are enforced using penalty functions. The instructor explains the concept, formulation, and solution techniques, emphasizing the role of penalty parameters in balancing feasibility and optimality. The lecture delves into the theoretical foundations and practical considerations of Quadratic Penalty Methods, illustrating their application through numerical examples and algorithmic implementations.