Abstract: To realize plan view pattern control,a forecast model is set up based on genetic programming(GP),in order to increase the rate of finished products.Based on the known model,forecast models are taken as individuals of GP,which searches the optimal forecasting model by reproduction,mutation and crossover.Simulation result indicates that the modeling is precise.