Mathematics, Optimization, Data Science, Machine Learning, Duality.
method To confirm that those two points are indeed the optimal solutions for their respective problems, we can optimize the primal and dual separately using the graphical method: This method was demonstrated earlier to maximize the primal form (left), in which the point where the level curve exits