This is a survey of results on analysis and control of nonlinear systems obtained by two research groups: from the St. Petersburg University and from the Institute for Problems of Mechanical Engineering of Russian Academy of Science. The surveyed results are based on Lyapunov functions and applied to analysis and control of chaotic systems.