State-of-the-art and some applications of the Speed-Gradient method to control of complex systems is presented. A universal speed-gradient method and speed-gradient method for control problems with phase constraints is proposed. Some analytical results are obtained. The application of proposed methods is illustrated by two examples: the selective energy control problem of two pendulums and the average energy control problem of quantum diatomic molecule. Computer simulation results confirm fast convergence rate of algorithms.