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| 小波神经网络在重磁资料反演中的应用前景 | |
| 引用本文： | 耿喜哲,刘天佑,丁艳红,涂阳发.小波神经网络在重磁资料反演中的应用前景[J].物探与化探,2001,25(2):102-108,117. |
| 作者姓名： | 耿喜哲 刘天佑 丁艳红 涂阳发 |
| 作者单位： | 1. 中国地质大学 应用地球物理系,湖北 武汉 430074 2. 河南石油勘探局，河南 南阳 473132 |
| 摘 要： | 对BP神经网络在重力密度界面反演以及小波分析在位场分离上的应用进行了深入的研究,进而对小波神经网络在重磁资料反演中的应用前景进行了分析、评价。 |
| 关 键 词： | 神经网络 小波 小波神经网络 重磁资料反演 |
| 文章编号： | 1000-8918(2001)02-0102-07 |
| 收稿时间： | 2000-06-05 |
| 修稿时间： | 2000-07-22 |
THE PROSPECT OF APPLYING WAVELET NEURAL NETWORK TO THE INVERSION OF GRAVITATIONAL AND MAGNETIC DATA |
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| GENG Xi-zhe,LIU Tian-you,DING Yan-hong,TU Yang-fa.THE PROSPECT OF APPLYING WAVELET NEURAL NETWORK TO THE INVERSION OF GRAVITATIONAL AND MAGNETIC DATA[J].Geophysical and Geochemical Exploration,2001,25(2):102-108,117. | |
| Authors: | GENG Xi-zhe LIU Tian-you DING Yan-hong TU Yang-fa |
| Institution: | 1. Department of Applied Geophysics, China University of Geosciences, Wuhan 430074, China; 2. Henan Bureau of Petroleum Exploration, Nanyang 473132, China |
| Abstract: | This paper has given a thorough investigation into the application of BP neural network to gravitational density interface inversion as well as the implementation of wavelet theory in potential field decomposition and, on such a basis, analysed and evaluated the prospect of applying wavelet neural network to the inversion of gravitational and magnetic data. |
| Keywords: | BP network wavelet wavelet neural network inversion of gravitational magnetic data |
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