Certain aspects of the present disclosure provide a method, including determining a plurality of constraints for a system in a first format; converting the plurality of constraints in the first format into a set of formatted constraints in a second format; determining a near feasible solution that satisfies a first subset of formatted constraints of the set of formatted constraints; determining an optimal solution by performing an optimization technique on the near feasible solution based on the first subset of formatted constraints; converting the optimal solution of the first subset of formatted constraints into an optimal solution of the plurality of constraints in the first format; and implementing the optimal solution within the system.