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This lecture explores the concept of duality in optimization problems, focusing on primal and dual formulations. It covers the relationship between primal and dual solutions, weak duality, cost certificates, and geometric interpretations. The lecture also delves into complementary slackness conditions and the transformation of non-linear programs into linear programs.
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