| 一种具有动态最优学习率的BP算法 |
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| 引用本文： | 王子才,施云惠,崔明根. 一种具有动态最优学习率的BP算法[J]. 系统仿真学报, 2001, 13(6): 775-776,815 |
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| 作者姓名： | 王子才 施云惠 崔明根 |
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| 作者单位： | 哈尔滨工业大学, |
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| 摘 要： | 提出具有动态最优学习率的BP算法,动态最优学习率是通过迭代的方式得到的,这种算法具有运算简单,收敛速度快,精度高特点。仿真结果说明此算法是有效的。
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| 关 键 词： | BP算法 多层前馈神经网络 动态最优学习率 |
| 文章编号： | 1004-731X(2001)05-0775-02 |
Back Propagation Algorithm Using Dynamic Optimal Learning Rate |
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| WANG Zi-cai,SHI Yun-hui,CUI Ming-gen. Back Propagation Algorithm Using Dynamic Optimal Learning Rate[J]. Journal of System Simulation, 2001, 13(6): 775-776,815 |
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| Authors: | WANG Zi-cai SHI Yun-hui CUI Ming-gen |
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| Abstract: | This paper considers an efficient back propagation algorithm using dynamic optimal learn rate .The optimal learn rate is obtained by a iteration formula. This algorithm has the following merits: simpleness of computation, quickness of convergence and high precision. The simulation results are given to demonstrate the effectiveness of this algorithm. |
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| Keywords: | back propagation algorithm Multiplayer feed forward neural network dynamic optimal learn rate |
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