| 基于Hopfield神经网络的贴片机路径优化 |
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| 引用本文： | 周小雨,刘文杰,陈一波. 基于Hopfield神经网络的贴片机路径优化[J]. 苏州大学学报(工科版), 2011, 31(6) |
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| 作者姓名： | 周小雨 刘文杰 陈一波 |
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| 作者单位： | 苏州大学机电工程学院,江苏苏州,215021 |
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| 摘 要： | SMT生产线要达到最大效率,贴片机的贴装速度是一项重要的指标,而贴装效率与贴装路径密切相关。通过分析贴片机的贴装工艺流程,应用Hopfield神经网络模型对贴装路径进行优化,并且给出了相关的Matlab程序。实验结果表明,算法可以解决贴片机元件贴装的路径优化问题。
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| 关 键 词： | 贴片机 路径优化 Hopfield网络 |
Surface Mount Technology Optimization Based on Hopfield Neural Network |
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| Zhou Xiaoyu,Liu Wenjie,Chen Yibo. Surface Mount Technology Optimization Based on Hopfield Neural Network[J]. Journal of Suzhou University(Engineering Science Edition), 2011, 31(6) |
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| Authors: | Zhou Xiaoyu Liu Wenjie Chen Yibo |
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| Affiliation: | Zhou Xiaoyu,Liu Wenjie,Chen Yibo(School of Mechanical and Electrical Engineering,Soochow University,Suzhou 215021,China) |
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| Abstract: | To achieve maximum efficiency of surface mount product line,the speed of placement machine is an important indicator.By analysing mounted chip assembly route optimization problem,we use Hopfield neural network to optimize surface mount technology and present relevant Matlab program.Then,simulation experiment proves that the method is suitable to the mounted chip assembly route optimization problem. |
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| Keywords: | surface mount route optimization Hopfield neural network |
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