Optimization, Linear Programming, Convex Optimization, Duality, Towards Data Science.
Duality An optimization problem can be presented from two perspectives, the primal problem or the dual problem. Sometimes, a problem can be solved in a much more efficient way in its dual format as oppose to its primal format. For a minimization problem, any feasible solution in its dual version