| 基于改进遗传算法的胶印质量控制方法研究 |
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| 引用本文： | 林剑,管力明.基于改进遗传算法的胶印质量控制方法研究[J].包装工程,2009,30(5). |
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| 作者姓名： | 林剑 管力明 |
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| 作者单位： | 杭州电子科技大学,杭州,310018;杭州电子科技大学,杭州,310018 |
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| 摘 要： | 针对前馈学习算法容易陷入局部最优以及收敛速度慢等缺点,采用遗传算法来优化模糊神经网络中的参数,通过仿真实验证明,该控制器算法具有较快的收敛速度和较强的局部搜索能力.
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| 关 键 词： | 模糊神经网络 遗传算法 胶印 质量控制 |
Study of Offset Printing Control Method Based on Improved GA |
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| LIN Jian,GUAN Li-ming.Study of Offset Printing Control Method Based on Improved GA[J].Packaging Engineering,2009,30(5). |
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| Authors: | LIN Jian GUAN Li-ming |
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| Affiliation: | LIN Jian,GUAN Li-ming(Hangzhou Dianzi University,Hangzhou 310018,China) |
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| Abstract: | Genetic algorithm was applied to optimize the parameters in FNN to solve the defects of the back propagation learning algorithm,such as easy plunging into local optimum and slow convergence velocity. The result of simulation indicated that the GA-based FNN has fast convergence velocity and strong local search capability. |
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| Keywords: | FNN GA offset printing quality control |
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