| 基于罚函数法的神经网络优化设计研究 |
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| 引用本文： | 任丽君.基于罚函数法的神经网络优化设计研究[J].绍兴文理学院学报,2006,26(4):36-39. |
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| 作者姓名： | 任丽君 |
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| 作者单位： | 绍兴文理学院初等教育学院,浙江绍兴312000 |
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| 摘 要： | 介绍了Hopfidd神经网络系统的优化原理，从中提取反映网络动力学规律的非线性微分方程组，并用Matlab求解该方程组．算例表明，求解反映Hopfield网络运动的微分方程组能够解决优化问题．
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| 关 键 词： | 优化 Hopfield神经网络 约束优化 Matlab |
| 文章编号： | 1008-293X（2006）10-0036-04 |
| 收稿时间： | 2006-09-10 |
The- Penalty- Function- based Hopfield Neural Network Optimization |
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| Ren Lijun.The- Penalty- Function- based Hopfield Neural Network Optimization[J].Journal of Shaoxing College of Arts and Sciences,2006,26(4):36-39. |
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| Authors: | Ren Lijun |
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| Abstract: | The theory of Hopfield neural network optimization is introduced, and the non - linear differential equations describing the dynamic law are deduced. How the method is applied to a non - liner constrained optimization is probed. Matlab is used to solve the equations. The result indicates that the approach is effective. |
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| Keywords: | optimization Hopfield neural network constrained optimization Matlab |
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