A new method for deriving exact axisymmetric solutions of the Maxwell equations in a nonlinear nondispersive medium lacking a center of inversion is proposed. Using this method, an implicit solution that describes free electromagnetic oscillations in a cylindrical cavity resonator filled with such a medium is found. Implications of the results obtained and their further generalization to more complex cases are discussed.