Consider a firm that uses positive inputs K and L of capital and labour, respectively, to produce a single output Q according to the Cobb–Douglas production function Q=F(K,L)=AKaLb, where A, a, and b are positive parameters satisfying a + b ≤ 1. Suppose that the unit prices per unit of capital and labour are r > 0 and w > 0, respectively. The cost-minimizing inputs of K and L must solve the problem
min rK+wL s.t. AKaLb=Q
Explain why the Lagrangian is convex, so that a critical point of the Lagrangian must minimize costs. (Hint: See Exercise 13.2.8.)
The Lagrangian is L=rK+wL−λ(AKaLb−Q), and the first-order conditions are r=λAaKa−1Lb and w=λAbKaLb−1, implying that λ > 0. From Exercise 13.2.8, we see that − L is concave, so L is convex.