Operations Research.
to root-finding for the gradient. - Reduce an optimization with equality constraints to an unconstrained optimization for the Lagrangian. - Reduce an optimization with inequality constraints to either (1) an optimization with a subset of active constraints or (2) an unconstrained optimization