[1005 OFF] Linear Programming basics
Linear programming is an indispensable optimization tool that finds applications across diverse fields, from data science and engineering to transportation and supply chain management. It serves as the fundamental building block for more complex optimization techniques like Mixed Integer Linear Programming (MILP) and Column Generation. In this course, we delve into the theoretical underpinnings of linear programming, equipping you with the knowledge and skills to harness its power effectively. Course Overview This course is structured to provide a deep understanding of linear programming. Here's an outline of what you can expect: Section 1: Introduction to Linear Programming We begin with an introduction to linear programming, exploring its foundational concepts and principles. Delve into the world of convexity and various types of optimality criteria. Section 2: Solving Linear Programs Building on the basics, we dissect the simplex method, a powerful technique for solving linear