| 基于遗传算法的神经网络二次训练算法 |
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| 引用本文： | 邓正宏,胡秦,郑玉山. 基于遗传算法的神经网络二次训练算法[J]. 微电子学与计算机, 2005, 22(3): 252-254,258 |
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| 作者姓名： | 邓正宏 胡秦 郑玉山 |
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| 作者单位： | 西北工业大学,陕西,西安,710072 |
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| 摘 要： | 为克服和改进传统的BP算法的不足,发挥神经网络和遗传算法各自的优势,本文提出了一种基于遗传算法的人工神经网络二次训练方法.本方法将遗传算法应用于神经网络的权值训练中,并用神经网络二次训练得到最终结果,降低了计算时间,是一种比较有效的方法.
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| 关 键 词： | BP算法 遗传算法 二次训练 人工神经网络 |
| 文章编号： | 1000-7180(2005)03-252-03 |
Two-Times Training Algorithm of Neural Network Based on GA |
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| DENG Zheng-hong,HU Qin,ZHENG Yu-shan. Two-Times Training Algorithm of Neural Network Based on GA[J]. Microelectronics & Computer, 2005, 22(3): 252-254,258 |
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| Authors: | DENG Zheng-hong HU Qin ZHENG Yu-shan |
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| Abstract: | In order to overcome the lack of BP algorithm, Utilizing the advantage of Neural Network and genetic algorithm, a kind of two-times training method based on genetic algorithm is proposed. Genetic algorithm is applied in the weight training of neural network ,and using the two-times training method of the Neural Network come to the conclusion. The efficient method this paper proposed can reducing calculating time. |
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| Keywords: | BP algorithm Genetic algorithm Two-times training Neural network |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
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