About the Course

Syllabus

1. Introduction

   1. Getting to know a factory

   2. Modelling a simple optimization problem

2. Linear Programming and Simplex

3. Integer Programming

   1. Big M

   2. Relaxation

   3. Branch and Bound

4. Non-linear Programming

   1. Feasibility and KKT

   2. Gradient Descent

5. Graph Search

   1. Dijkstra

   2. A*

   3. Stochastic Algorithms