A new generalized extended F-expansion method is presented forfinding periodic wave solutions of nonlinear evolution equations inmathematical physics. As an application of this method,we study the (2+1)-dimensional dispersive long wave equation. Withthe aid of computerized symbolic computation, a number of doubly periodicwave solutions expressed by various Jacobi elliptic functions are obtained.In the limit cases, the solitary wave solutions are derived as well.