Fuzzy goal programming (FGP) is, the most widely used method for solving multi-objective real-world decision making problems. In this paper, we focus on fuzzy goal programming (FGP) formulation for solving fuzzy multi objective fractional goal programming problems, which will easily help the decision makers to set the correct policy corresponding to their goals. Furthermore, the proposed concept of membership goals gives desirable and more realistic solution than the existing FGP methods in the sense that the goals are achieved according to the real case needs. Finally, for illustration, one example is used to demonstrate the correctness and usefulness of the proposed analysis of FGP method.