Power functions can represent a variety of financial and physical phenomena. For example, capital equipment costs are often represented by power functions. In this work, a duality theory for mathematical programs is developed, having power functions in both the objective function and constraints. This has computational significance. Applications are made to engineering design and inventory theory. Some analytic results are possible.