Mathematics, Optimization, Data Science, Machine Learning, Duality.
Definition All (constrained) optimization problems have three components: 1. Objective function: the function whose value we are trying to optimize, which can mean minimize or maximize depending on the problem. The value of the objective function will be called objective value from here on. 2.