This paper discusses the application of several neural network models and evolutionary algorithm in mechanical optimal design. A time-varing recurrent neural network model, Hopfield model, BP model, Boltamann model, Gauss model, evolution neural network model and evolutionary algorithm and their applications in mechanical optimal design an discussed also.