| 基于免疫遗传算法的BP神经网络模型 |
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| 引用本文： | 侯静,张万江,韩中华.基于免疫遗传算法的BP神经网络模型[J].科技广场,2009(1). |
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| 作者姓名： | 侯静 张万江 韩中华 |
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| 作者单位： | 沈阳建筑大学,辽宁,沈阳,110168 |
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| 摘 要： | 本文研究了基于免疫遗传算法的BP神经网络模型,利用免疫遗传算法的全局搜索寻优能力和较好的收敛性,优化了神经网络的权值.仿真实验证明该模型具有较好的全局收敛性和快速学习神经网络权值的能力.
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| 关 键 词： | BP神经网络 免疫遗传算法 权值优化 |
Model of BP Neural Network Based on Immune Genetic Algorithm |
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| Hou Jing,Zhang WanJiang,Han Zhonghua.Model of BP Neural Network Based on Immune Genetic Algorithm[J].Science Mosaic,2009(1). |
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| Authors: | Hou Jing Zhang WanJiang Han Zhonghua |
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| Institution: | Shenyang Jianzhu University;Liaoning Shenyang 110168 |
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| Abstract: | This paper studies the model of BP neural network based on immune genetic algorithm. IGA has the abilities of searching for global optima and better convergence. By applying these abilities, the model optimizes the weights of neural network. The simulation experiments show that this model has the better a- bility of convergent on whole solution space and the capacity of fast learning. |
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| Keywords: | BP Neural Network Immune Genetic Algorithm Weight Optimizing |
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