Computer controlled optical surfacing (CCOS) is one of the most important methods in fabrication of aspheric surface. In this paper, considering manufacture of aspheric lens, an improved adaptive fuzzy algorithm based on semantic and numerical inference is developed and a prediction system is built up. The simulation demonstrates the validity of the method.