  Theory of nonlinear resonance, including stochastic one, is developed on the
basis of the statistical field theory and using variables action-angle.
Explicit expressions of action, proper frequency and nonlinearity parameter as
functions of the system energy and the external signal frequency are found for
the cases of nonlinear pendulum and double well potential.
