摘要
针对面向对象的分布式大型软件的可靠性评估提供了一种较为可行的模型和方法,分析了面向对象分布式软件的复杂性度量因素对可靠性的影响、软件过程能力对于可靠性的影响。提出了使用支持向量回归分析方法解决现代软件可靠性评估问题,并利用Matlab和SVM工具箱对算法进行了具体实现,说明了该方法的可行性。
A method and a model which could be used to evaluate object-oriented and distributed software reliability were presented,and several factors which may impact reliability of object-oriented and distributed software were analyzed,such as complexity measurement and process capability,support vector regression was introduced to estimate concurrently software reliability.Implementing the algorithm using Matlab and SVM toolbox to illuminate the feasibility of the method.
出处
《计算机应用》
CSCD
北大核心
2008年第S2期242-244,248,共4页
journal of Computer Applications
关键词
面向对象
分布式
软件可靠性
支持向量回归
评估模型
object-oriented
distributed
software reliability
support vector regression
evaluation model
