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。
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.
出处
《江西科技学院学报》
2008年第1期22-25,共4页
Journal of Jiangxi University of Technology
关键词
遗传算法
BP算法
手写数字识别
genetic algorithm
BP algorithm
handwritten numeral recognition
