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This lecture covers the optimization theorem of Lagrange for finding the minima and maxima of continuous functions on compact and non-compact domains. It also delves into the transformation of integration bounds for multiple integrals, emphasizing the application of Fubini's theorem. The instructor discusses the process of removing singularities and rewriting inequalities, providing practical examples and exercises.