Operations Research.
to convex optimizations. - If a set of primal and dual variables satisfy the KKT conditions, they are the solution to the convex optimization. General thoughts on solving optimizations: - Approximate a non-linear function as a linear function for root finding. - Reduce an unconstrained optimization