| 基于改进BP算法的Elman网络在软基沉降预测中的应用 |
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| 引用本文： | 陈述存,高正夏.基于改进BP算法的Elman网络在软基沉降预测中的应用[J].工程地质学报(英文版),2006,14(3):394-397. |
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| 作者姓名： | 陈述存 高正夏 |
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| 作者单位： | 河海大学土木工程学院,南京210098 |
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| 摘 要： | E lm an网络具有动态特性好,逼近速度快,精度高等特点,本文结合软基沉降的基本特征,建立了E lm an网络软基沉降预测模型。考虑到经典BP算法的缺陷,采用改进BP算法对网络进行训练学习。实例分析表明,本文所建立的E lm an网络模型具有一定的可靠性和实用性。
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| 关 键 词： | Elman网络 改进BP算法 软基沉降 预测 |
| 文章编号： | 1004-9665/2006/14（03）-0394-04 |
| 收稿时间： | 2005-07-28 |
| 修稿时间： | 2005-09-15 |
APPLICATION OF A REFINED BP ALGORITHM BASED ELMAN NETWORK TO SETTLEMENT PREDICTION OF SOFT SOIL GROUND |
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| CHEN Shucun,GAO Zhengxia.APPLICATION OF A REFINED BP ALGORITHM BASED ELMAN NETWORK TO SETTLEMENT PREDICTION OF SOFT SOIL GROUND[J].Journal of Engineering Geology,2006,14(3):394-397. |
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| Authors: | CHEN Shucun GAO Zhengxia |
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| Institution: | College of Civil Engineering,Hohai University,Nanjing 210098 |
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| Abstract: | The Elman network has characteristics of dynamic adaptation,quick convergence and high accuracy.With the consideration of the basic feature of the settlement of soft ground,an Elman network model for predicting the settlement of soft ground is established.Considering the limitation of classical BP algorithm,modified BP algorithm is used to train the network.Through application in real case,the model of the Elman network presented in this paper is proved to be reliable and applicable. |
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| Keywords: | Elman network Modified BP algorithm Settlement Soft soil engineering Prediction |
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