摘要
分析了遗传算法与神经网络的优缺点,在此基础上,将遗传算法与人工神经网络有机结合.此外,利用长期进行的维修记录资料,采用遗传神经网络预测某厂设备维修计划.结果表明该研究工作是可行的,可以作为预测的一种有效手段.
The paper presents a modified genetic neural network based on the features of ge-netic algorithm and neural network,and applies it to predict the maintenance plan of a fac-tory according to the historical maintenance records and maintenance mangers' experience.The result shows that the precision of this model is rather effective and it can be used as a good prediction model.
出处
《南方冶金学院学报》
2002年第2期37-40,共4页
Journal of Southern Institute of Metallurgy
关键词
神经网络
遗传算法
预测
维修计划
neural network
genetic algorithm
predict
the maintenance plan