where the * refers to optimal values, λ is the Lagrange multiplier or dual variable on the lower limit of constraint (3b), and a = 1- CL. By solving (4a) and (4b) for λ^* and rearranging we can eliminate λ^* and combine (4a) and (4b) into one condition, namely,