Optimization, Machine Learning, Convex Optimization, Data Science, Data Analytics.
then the function can either be positive semi-definite or positive definite. A convex function can be never be defined over a non-convex set. A convex optimization problem may not always have an optimal solution, especially not if the problem is infeasible. Now, let us look at some problems.