| 基于改进BP网络的煤岩界面自动识别 |
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| 引用本文： | 任芳,杨兆建,熊诗波. 基于改进BP网络的煤岩界面自动识别[J]. 煤矿机电, 2002, 0(5): 20-22 |
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| 作者姓名： | 任芳 杨兆建 熊诗波 |
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| 作者单位： | 太原理工大学机械工程学院,山西,太原,030024 |
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| 基金项目： | 山西省青年科学基金项目(编号:20011020) |
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| 摘 要： | 本文介绍了煤岩界面识别的BP神经网络方法,探讨了影响网络训练的若干因素,对BP算法加以了改进,使得其性能有所提高,收敛速度加快,对推广煤岩界面识别有重要的意义。
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| 关 键 词： | 煤岩界面识别 神经网络 改进 |
| 文章编号： | 1001-0874(2002)05-0020-03 |
| 修稿时间： | 2002-07-03 |
Coal-rock Interface Identification Based on Improved BP Neural Network |
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| REN Fang,YANG Zhao-jian,Xiong Shi-bo. Coal-rock Interface Identification Based on Improved BP Neural Network[J]. Colliery Mechanical & Electrical Technology, 2002, 0(5): 20-22 |
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| Authors: | REN Fang YANG Zhao-jian Xiong Shi-bo |
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| Abstract: | In this article,the method of BP neural network used in coal-rock interface identification is intro-duced,several factors influencing the network training are discussed,some measures are taken to improve BP algorithm,so as to make its performance better and its convergence speed quicker.It has the important guid-ing purpose to the spreading of coal-rock interface identification. |
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| Keywords: | coal-rock interface identification neural network improvement |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
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