中文摘要：

本文在普通遗传神经网络的基础上做了改进,利用提前终止法来提高网络的泛化能力,并应用于实验研究。通过计算结果的误差对比分析表明,将提前终止法应用于遗传神经网络提高了拟合效果,改善了精度。

英文摘要：

Early termination of GA-ANN（Genetic Algorithm-Artificial Neural Networks）,which is based on the common GA-ANN,is introduced in this paper.The method is used to improve the generalization ability of neural networks,and it is also used in experimental studies.It shows that the method enhances the fitting effectiveness and improves the accuracy.