| 用于岩土工程位移预测的软科学方法研究 |
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| 引用本文： | 高玮.用于岩土工程位移预测的软科学方法研究[J].地球科学进展,2004(Z1). |
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| 作者姓名： | 高玮 |
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| 作者单位： | 武汉工业学院土木工程系 湖北 武汉 |
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| 基金项目： | 国家自然科学基金(编号:50309014) |
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| 摘 要： | 位移预测对岩土工程稳定性具有重要的实用意义,近来软科学方法得到了广泛重视及应用。对常用软科学方法——灰色系统、时序分析及神经网络进行了系统分析研究,指出了它们的优缺点及适用范围,并提出了一种新型软科学预测方法——进化神经网络法。最后,通过工程实例验证了理论分析的结果。
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| 关 键 词： | 位移预测 软科学方法 进化神经网络 |
SOFT SCIENCE METHODS FOR DISPLACEMENT PREDICTION IN GEOTECHNICAL ENGINEERING |
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| GAO Wei.SOFT SCIENCE METHODS FOR DISPLACEMENT PREDICTION IN GEOTECHNICAL ENGINEERING[J].Advance in Earth Sciences,2004(Z1). |
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| Authors: | GAO Wei |
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| Abstract: | It is very important to study displacement prediction method in geotechnical engineering. Recently, the prediction methods based on soft science have been applied widely. Here, the generally used soft science methods-Grey System, Time Series Analysis and Neural Network are analyzed and studied comprehensively, and their merits and demerits are also revealed. Then, a new prediction method based on soft science-Evolutionary Neural Network is proposed. At last, the results of the theory analysis are verified by an engineering example. |
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| Keywords: | Displacement prediction Soft science method Evolutionary neural network |
| 本文献已被 CNKI 维普 等数据库收录！ |
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