Mathematics, Optimization, Data Science, Machine Learning, Duality.
Therefore, in this project, I will: Go over the primal and dual forms for the most basic of optimization problem: linear programming. Show that by solving one form of the optimization problem, we will have also solved the other one. This requires us to prove two fundamental duality theorems in