| 冲击地压时列建模的进化神经网络方法 |
| |
| 引用本文： | 高玮. 冲击地压时列建模的进化神经网络方法[J]. 爆炸与冲击, 2004, 24(6): 524-528. |
| |
| 作者姓名： | 高玮 |
| |
| 作者单位： | 武汉工业学院土木工程系,湖北,武汉,430023 |
| |
| 摘 要： | 考虑到冲击地压时序的特点,采用基于免疫进化规划的进化神经网络进行了冲击地压非线性系统的建模研究。并采用一个矿山实测得到的震级数列进行了进化神经网络方法的实用性验证,结果表明,进化神经网络不但模型拟合精度高,而且预测性能也较好。
|
| 关 键 词： | 爆炸力学 进化神经网络 建模 冲击地压 时序 |
| 文章编号： | 1001-1455(2004)06-0524-05 |
| 修稿时间： | 2004-01-16 |
Time serial model of rock burst based on evolutionary neural network |
| |
| GAO Wei. Time serial model of rock burst based on evolutionary neural network[J]. Explosion and Shock Waves, 2004, 24(6): 524-528 |
| |
| Authors: | GAO Wei |
| |
| Abstract: | Considering the dynamic character of rock burst, a time serial model of rock burst is constructed by evolutionary neural network based on immunized evolutionary program. The proposed model is tested by a real magnitude series from a mine, and results show that evolutionary neural network model has not only high precision, but also high prediction. |
| |
| Keywords: | mechanics of explosion evolutionary neural network construct model rock burst time serial |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
| 点击此处可从《爆炸与冲击》浏览原始摘要信息 |
|
点击此处可从《爆炸与冲击》下载全文 |
|
