节点文献
基于BP网络的软件过程质量度量研究
Research on the Measurement of Software Process Quality Based on BP Neural Network
【摘要】 将人工神经网络、软件能力成熟度模型集成CMMI(Capability Maturity Model Integration)的基本方法与软件过程质量度量的具体需求相结合,以CMMI模型中的过程域为基础构建软件过程质量度量的评价指标体系,以相应的过程评价数据为基础,构建并训练基于BP网络的软件过程质量度量方法,同时与其他方法进行对比分析,验证其合理性与可操作性。
【Abstract】 This article connects the basic methods of artificial neural network and CMMI(Capability Maturity Model Integration) to the specific requirements of software process quality metrics.The design and training of the magnanimity method of software process quality based on the BP(Back Propagation) neural network,depends on the process evaluation data in practical software process and the evaluation index screening from the process areas of CMMI.Furthermore,the rationality and maneuverability of the new measurement method for software process quality can be provided by comparing with other methods.
【Key words】 artificial neural network; software process; capability maturity; measurement;
- 【文献出处】 重庆科技学院学报(自然科学版) ,Journal of Chongqing University of Science and Technology(Natural Sciences Edition) , 编辑部邮箱 ,2014年04期
- 【分类号】TP311.52
- 【下载频次】71