Based on IFS and data fitness technique, and in consideration of the effects of both the membership and the non-membership, an approximate reasoning method of IFS is proposed. First, the definition of IFS and a method of data fitness are given. The reasoning process of GMP and GMT is discussed. Second, the emphasized investigation is made on the techniques for approximate reasoning on IFS. Finally, the correctness and validity of the proposed method is verified by a concrete instance.