| 遗传BP网络在地震和爆破识别中的应用 |
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| 引用本文： | 边银菊. 2002: 遗传BP网络在地震和爆破识别中的应用. 地震学报, 24(5): 516-524. |
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| 作者姓名： | 边银菊 |
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| 作者单位： | (中国北京100081中国地震局地球物理研究所) |
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| 基金项目： | 国家自然科学基金（49874009）资助项目，中国地震局地球物理研究所论著02AC1021 |
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| 摘 要： | 将遗传算法(GA)和反向传播算法(BP算法)相结合成为GA-BP算法，以此建立了遗传BP神经网络．并将以BP算法为基础的BP神经网络及以GA-BP算法为基础的遗传BP神经网络用于对地震和爆破的识别中．得到的结果表明：遗传BP网络比BP网络对事件的识别能力略好些．
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| 关 键 词： | 人工神经网络& & BP算法& & & 遗传算法 |
| 文章编号： | 0253-3782(2002)05-0516-09 |
| 修稿时间： | 2001-12-26 |
APPLICATION OF GENETIC BP NETWORK TO DISCRIMINATING EARTHQUAKES AND EXPLOSIONS |
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| Bian Yinju. APPLICATION OF GENETIC BP NETWORK TO DISCRIMINATING EARTHQUAKES AND EXPLOSIONS[J]. Acta Seismologica Sinica, 2002, 24(5): 516-524 |
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| Authors: | Bian Yinju |
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| Abstract: | In this paper, we develop GA-BP algorithm by combining Genetic algorithm with BP algorithm and establish genetic BP neural network. We also applied BP neural network based on BP algorithm and genetic BP neural network based on GA-BP algorithm to discriminate earthquakes and explosions. The obtained result shows that the discriminating performance of genetic BP network is slightly better than that of BP network. |
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| Keywords: | artificial neural network BP algorithm Genetic algorithm |
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