西安科技大学学报2012，Vol.32Issue(1)：51-56,6.
遗传算法的BP网络模型进行瓦斯涌出量预测
Prediction of gas emission quantity of mining faces based on genetic BP neutral network optimal model
摘要
Abstract
Starting with the improving of the prediction speed and precise of gas emission quantity at mining faces, the authors put forward a BP neutral network model for optimizing both the network link weight and topologic structure with a genetic algorithm. Taking Hancheng Xiayukou coal mine as an example , a practical application method is given. The results shows the model is of a higher precision and application prospect.关键词
遗传算法/BP网络/采煤工作面/瓦斯涌出量/预测Key words
prediction/ gas emission quantity/ mining faces/ BP neutral network/ genetic algorithm分类
矿业与冶金引用本文复制引用
王生全,刘柏根,张召召,范琪,冯海..遗传算法的BP网络模型进行瓦斯涌出量预测[J].西安科技大学学报,2012,32(1):51-56,6.基金项目
陕西省教育厅专项基金(09JK587),陕西省自然科学基金(2005D01)资助 （09JK587）
