| 基于神经网络求解线性方程组的方法 |
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| 引用本文： | 冯玉海,任杰,朱双东. 基于神经网络求解线性方程组的方法[J]. 辽宁石油化工大学学报, 1997, 0(4) |
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| 作者姓名： | 冯玉海 任杰 朱双东 |
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| 作者单位： | 抚顺石油学院石油化工系，抚顺石油学院自动化系 |
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| 摘 要： | 以单层神经网络为基础，利用δ规则进行训练，提出了一种求具有唯一解的线性方程组解的一种新方法，给出了δ学习规则的数学推导和求解线性方程组的ＳＮＮ（Ｓｉｎｇｌｅ－ｌａｙｅｒＮｅｕｒａｌＮｅｔｗｏｒｋ）学习算法，并利用该方法求解了大量线性方程组，实验结果表明该方法是有效的和可行的。
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| 关 键 词： | 神经网络；线性方程组；学习算法 |
Study on the Method of Solving Linear Equations Based on Neural Network |
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| Feng Yuhai Ren Jie. Study on the Method of Solving Linear Equations Based on Neural Network[J]. Journal of Liaoning University of Petroleum & Chemical Technology, 1997, 0(4) |
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| Authors: | Feng Yuhai Ren Jie |
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| Abstract: | Based on the training of single-layer neural network and the rule of δ,A new method of solving linear equations is proposed. Meanwhile, the mathematical derivation of the rule of δ and the studying algorithm of SNN is present. Moreover, by use of this algorithm a lot of linear equations was solved, the results prove that the studying algorithm of SNN is effective and resonable to solve linear equations. |
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| Keywords: | Neural network Linear equations Studying algorithm |
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