Optimization, Linear Programming, Convex Optimization, Duality, Towards Data Science.
Connect KKT conditions with optimality in optimization problems Key Concepts: Complementary Slackness, Duality, Duality Gap, KKT conditions, Lagrangian Function, Lagrange multipliers, Simplex Algorithm The goal of this article is to help readers understand what role the key concepts above play in