Before revision:  To characterize the solution to the aforementioned models we } introduce the dual problem and show that the complementary slackness condition in both models are satisfied , thus there is no duality gap.
After revision:  To characterize the solution to the aforementioned models we } introduce the dual problem and show that the complementary slackness conditions are satisfied and therefore there is no duality gap.