We extend the capital budgeting model to include the effect of debt, where the cost of debt increases with the increasing percentage of debt in the capital base. This inherently nonlinear problem is converted to linear program. We show that the firm should act as a monopsonist in acquiring debt and select projects using their net present value. The results presented are consistent with and extend financial theory.