A new method for control of underactuated nonlinear systems is proposed, based on introducing artificial invariants and using speed-gradient algorithms. General statement concerning achievement of the control goal is formulated and proven. Application of the proposed approach is illustrated by an example: stabilization of cart-pendulum oscillations around the upper equilibrium.