| 一种遗传神经网络及其在岩性识别中的应用 |
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| 引用本文： | 周家纪,孙淑霞,王绪本,赵晖.一种遗传神经网络及其在岩性识别中的应用[J].成都理工大学学报(自然科学版),1998(Z1). |
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| 作者姓名： | 周家纪 孙淑霞 王绪本 赵晖 |
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| 作者单位： | 成都理工学院计算机工程系 |
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| 摘 要： | 针对ＢＰ网络存在易陷入局部极小和收敛速度慢的问题，本文根据遗传算法的特长，在网络学习算法中使用遗传算法，克服了上述弊端，在岩性识别的样本学习中，取得了较好的结果。
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| 关 键 词： | BP网络，学习算法，遗传算法，岩性识别 |
APPLICATION OF AN GENETIC NEURAL NETWORK TO LITHOLOGIC REOAGNITION |
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| Zhou Jiaji,Sun Shuxia,Wang Xuben,Zhao Hui.APPLICATION OF AN GENETIC NEURAL NETWORK TO LITHOLOGIC REOAGNITION[J].Journal of Chengdu University of Technology: Sci & Technol Ed,1998(Z1). |
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| Authors: | Zhou Jiaji Sun Shuxia Wang Xuben Zhao Hui |
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| Abstract: | To counter the drawbacks (local ultra little and slow convergence speed) of BP network, this paper designs genetic neural networks with the aid of genetic algorithms and efficient measures to improve algorithm functions. By applying the algorithms to some examples and practical lithologic recognition, the results show that the algorithms are effective. |
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| Keywords: | BP algorithm learning algorithm genetic algorithm lithologic recognition |
| 本文献已被 CNKI 等数据库收录！ |
