Introduction to OptimizationCovers the basics of optimization, including historical perspectives, mathematical formulations, and practical applications in decision-making problems.
Linear Programming DualityExplores Linear Programming Duality, covering weak duality, strong duality, Lagrange multipliers interpretation, and optimization constraints.
Duality in Linear ProgrammingExplores the concept of duality in linear programming, discussing the relationship between primal and dual problems.
Weak and Strong DualityCovers weak and strong duality in optimization problems, focusing on Lagrange multipliers and KKT conditions.