Combining Cobb-Douglas production functions and a programming algorithm into a single framework provides an effective tool to simultaneously determine optimal input levels and commodity production levels. A regional application of the model involving an eight-year tracking period is reviewed. Profit maximization is enforced by equating the marginal value products with input prices. Input and output prices are represented by continuous functions.