Optimization, Machine Learning, Convex Optimization, Data Science, Data Analytics.
hyperplane for a set is a hyperplane in which all points in the set lie in one side of it. Thus, we can say that if x is optimal, ∇f(x) is a supporting hyperplane to the optimal set. Well, there is definitely a mathematical proof for this condition but we don’t really need to get into that. Also,