The stability of nonlinear control systems with stochastic coefficients is studied by applying the Lyapunov theory. A Lyapunov function

is first assumed, similar to the deterministic case. Consider next the natural stochastic analog of

as Ã

, where à is equal to the differential generator. The procedure of establishing stability conditions is illustrated by two second-order examples and four third-order examples.