Mathematics, Optimization, Data Science, Machine Learning, Duality.
of the project, I will introduce and prove the strong duality theorem. This theorem allows us to solve only one form of the linear program (primal or dual), since: If one form of the linear program is optimized, the other form is also optimized. Furthermore, their optimal values of both forms are