IE 53500 - Linear Programming Optimization of linear objective functions subject to linear constraints. Development of theory and algorithmic strategies for solving linear programming problems. IE ...

Cutting Plane: A technique for iteratively adding linear constraints to an optimisation problem to eliminate infeasible regions and tighten the formulation. Mixed-Integer Nonlinear Programming ...

Linear Programming: Basics, Simplex Algorithm, and Duality. Applications of Linear Programming: regression, classification and other engineering applications. Integer Linear Programming: Basics, ...