An embodiment of the invention is directed toward determining a solution to an objective function that is to be maximized or minimized. An initial feasible basis is determined. An entering variable is determined to enter the initial feasible basis. It is determined if there is an exiting variable. While there is an exiting variable, the exiting variable is removed from the feasible basis, the entering variable is added to the feasible basis, and a new entering variable is determined.