| 一种训练循环神经网络的演化算法 |
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| 引用本文： | 李云平,聂廷晋.一种训练循环神经网络的演化算法[J].陕西师范大学学报,2004(Z1). |
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| 作者姓名： | 李云平 聂廷晋 |
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| 作者单位： | 武汉理工大学计算机科学学院 湖北武汉430070
(李云平)，武警工程学院计算机教研室 陕西西安710086(聂廷晋) |
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| 摘 要： | 根据演化算法具有内在的并行性、自组织、自适应和自学习性等优点,进而成功地运用到神经网络中,给出了一种能同时训练循环神经网络结构和参数的演化算法.
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| 关 键 词： | 演化算法 人工神经网络 演化规划 循环神经网络 |
An evolutionary algorithm of constructs recurrent neural Networks |
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| LI Yun-ping,Nie Ting-jin.An evolutionary algorithm of constructs recurrent neural Networks[J].Journal of Shaanxi Normal University: Nat Sci Ed,2004(Z1). |
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| Authors: | LI Yun-ping Nie Ting-jin |
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| Abstract: | Due to its intrinsic parallelism and some intelligent properties, such as self-organizing, adaptation and self-learning, evolutionary computation has been applied successfully to artificial neural network. It is introduced an evolutionary algorithm that can train the structure and parameters of a recurrent neural network at the same time. |
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| Keywords: | evolutionary computation artificial neural network evolutionary programming recurrent neural network |
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