In order to improve the efficiency of a centrifugal pump impeller, a design method with the combination of BP neural network and genetic algorithm was proposed. Sample points, obtained from uniform design for CFD simulation experiments, were used to establish surrogate model for efficiency of the centrifugal impeller by BP neural network. Finally, the solution to optimization model was achieved by genetic algorithm. Example shows that the proposed method can get good result.