| 基于遗传—BP神经网络的手写数字识别 |
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| 作者单位： | 江西蓝天学院瑶湖校区计算机系 江西南昌330098(齐兴敏，邱桂华)，湖南城市学院 湖南益阳413000(黄雪华) |
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| 摘 要： | 简要介绍遗传算法(Genetic Algorithm,GA)和BP算法(Back Propagation Algorithm),并结合手写数字识别的实际应用,提出手写数字识别的遗传神经网络算法。通过实验证实多种算法综合使用比单独使用一种算法得到的图像识别率要高。
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| 关 键 词： | 遗传算法 BP算法 手写数字识别 |
The Handwritten Number Recognition Method Based on Genetic Algorithm and BP Network |
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| Authors: | QI Xing-min HUANG Xue-hua QIU Gui-hua |
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| Institution: | QI Xing-min 1,HUANG Xue-hua2,QIU Gui-hua3 |
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| Abstract: | This article briefly introduces the Genetic Algorithm and the Back Propagation Algorithm. Based on the practical application of handwritten number recognition, this article also proposes a genetic nerve net algorithm of it. And relative testing shows the comprehensive application of maltiple algorithms can obtain higher image recognition rate than application of single algorithm. |
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| Keywords: | genetic algorithm BP algorithm handwritten numeral recognition |
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