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This lecture covers the optimization of functions subject to inequality constraints, focusing on finding stationary points and extreme values. The instructor explains how to determine these points by analyzing the constraints and using parametrization methods. Various examples are provided to illustrate the concepts, such as finding extreme values under specific constraints and utilizing different approaches to solve optimization problems.