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基于改进BP算法的软件缺陷预测模型研究

韩智慧

现代电子技术2016,Vol.39Issue(11):136-140,5.
现代电子技术2016,Vol.39Issue(11):136-140,5.DOI:10.16652/j.issn.1004-373x.2016.11.033

基于改进BP算法的软件缺陷预测模型研究

Research on software defect prediction model based on improved BP algorithm

韩智慧1

作者信息

  • 1. 长春科技学院 信息工程学院,吉林 长春 130600
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摘要

Abstract

Since the cost of traditional software testing is high,and the test process relies on the set of software use case,a software defect prediction model based on BP,JCUDA_BP and JCUDASA_BP was designed. The software defect prediction algo⁃rithm based on improved BP algorithm is relevantly researched and analyzed by means of survey and experiment. The influence of JCUDA technology on BP algorithm is discussed,which proved that the combination of simulated annealing algorithm and JCUDA technology can improve the software defect prediction model.

关键词

缺陷预测模型/模拟退火算法/JCUDA技术/BP算法

Key words

defect prediction model/simulated annealing algorithm/JCUDA technology/BP algorithm

分类

信息技术与安全科学

引用本文复制引用

韩智慧..基于改进BP算法的软件缺陷预测模型研究[J].现代电子技术,2016,39(11):136-140,5.

基金项目

吉林省高等教育学会科研项目计算机专业应用型人才培养创新实践教学体系的研究与实践 ()

现代电子技术

OA北大核心CSTPCD

1004-373X

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