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基于MATLAB工具箱的地震预测模型
EARTHQUAKE PREDICTION MODEL BASED ON MATLAB TOOLBOX
【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。
【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.
【关键词】 多元线性回归;
非线性回归;
BP神经网络;
地震预测;
【Key words】 multiple linear regression; nonlinear regression; BP neural network; earthquake prediction;
【Key words】 multiple linear regression; nonlinear regression; BP neural network; earthquake prediction;
- 【文献出处】 东北地震研究 ,Seismological Research of Northeast China , 编辑部邮箱 ,2007年03期
- 【分类号】P315.7
- 【被引频次】10
- 【下载频次】781