Optimization, Linear Programming, Convex Optimization, Duality, Towards Data Science.
the search for optimality in optimization problems. Throughout this article, I will cover all the concepts in a top-down way, starting with the fundamental question: what is the goal of optimization. Goal of Optimization The goal of an optimization problem is to find the best solution given certain