| 基于MATLAB工具箱的地震预测模型 |
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| 引用本文： | 魏红梅,黄世源,贺曼秋.基于MATLAB工具箱的地震预测模型[J].东北地震研究,2007,23(3):64-68. |
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| 作者姓名： | 魏红梅 黄世源 贺曼秋 |
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| 作者单位： | 重庆市地震局,重庆,401147 |
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| 摘 要： | 地震分析和预测对未来地震趋势有一定预见性。本文建立了基于MATLAB工具箱的地震预测模型,通过建模、局限性分析,认为多元线性和非线性回归方法不适合地震预测,基于BP神经网络的方法在地震预报中有一定应用价值。
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| 关 键 词： | 多元线性回归 非线性回归 BP神经网络 地震预测 |
| 文章编号： | 1004-2865(2007)03-64-05 |
| 修稿时间： | 2007年7月1日 |
EARTHQUAKE PREDICTION MODEL BASED ON MATLAB TOOLBOX |
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| WEI Hong-mei,HUANG Shi-yuan,HE Man-qiu.EARTHQUAKE PREDICTION MODEL BASED ON MATLAB TOOLBOX[J].Seismological Research of Northeast China,2007,23(3):64-68. |
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| Authors: | WEI Hong-mei HUANG Shi-yuan HE Man-qiu |
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| Institution: | WEI Hong-mei, HUANG Shi-yuan, HE Man-qiu (Earthquake Administrition of Chongqing Municipality, Chongqing 401147, China) |
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| Abstract: | The conclusion of the earthquake andysis and prediction for the judgement of the earthquake tendency is significant.The earthquake prediction model based on MATLAB toolbox is set up in this paper. it is consided that the multiple linear regression and nonlinear regression method are improper for earthquake prediction, and earthquake prediction based on BP neural network is valuable in application through modeling and localization analysis based on MATLAB toolbox. |
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| Keywords: | multiple linear regression nonlinear regression BP neural network earthquake prediction |
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