| 改进BP神经网络的研究及应用 |
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| 引用本文： | 周凌翱,车金庆.改进BP神经网络的研究及应用[J].价值工程,2012,31(34):209-210. |
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| 作者姓名： | 周凌翱 车金庆 |
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| 作者单位： | 1. 钟山职业技术学院信息与电子工程系,南京,210049
2. 常州工程职业技术学院计算机技术系,常州,213000 |
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| 摘 要： | 人工神经网络具有强大的非线性映射能力,已经被应用于模式识别、智能控制、图像处理以及时间序列分析等各种领域。本文针对BP算法的不足,提出了BP算法的启发式改进,通过对遗传神经网络模型及其算法进行分析和研究,针对遗传算法的主要缺陷介绍了一种常用的改进类型。
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| 关 键 词： | BP算法 神经网络 遗传算法 改进 |
Research and Application of Improving BP Neural Network |
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| ZHOU Ling-ao
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CHE Jin-qing.Research and Application of Improving BP Neural Network[J].Value Engineering,2012,31(34):209-210. |
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| Authors: | ZHOU Ling-ao CHE Jin-qing |
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| Institution: | ①ZHOU Ling-ao;②CHE Jin-qing(①Department of Information and Electronic Engineering,Zhongshan Vocational College,Nanjing 210049,China;②Department of Computer Technology,Changzhou Institute of Engineering Technology,Changzhou 213000,China) |
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| Abstract: | The artificial neural network has a strong nonlinear mapping ability,has been applied to various fields such as pattern recognition,intelligent control,image processing and time series etc.,in this paper,the heuristic improvement of BP algorithm was proposed aimed at the deficiencies of BP algorithms,and a common type of improvement was introduced aimed at the main drawback of the genetic algorithm through analysis and research on genetic neural network model and its algorithm. |
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| Keywords: | BP algorithm neural network genetic algorithm improvement |
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