In order to realize fuzzy rule acquisition automatically, and to construct high performance intelligent system and solve the bottle neck problem in the intelligent system, the method of automatic rule acquisition using genetic algorithms and the combination optimization ability of genetic algorithms have been studied. The simulation results show that this is an effective fuzzy rule acquisition method.