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面向对象分布式软件可靠性评估模型研究
引用本文:何俊学,张民悦,李战明.面向对象分布式软件可靠性评估模型研究[J].计算机应用,2008,28(Z2).
作者姓名:何俊学  张民悦  李战明
作者单位:1. 兰州理工大学理学院,兰州,730050
2. 兰州理工大学电信学院,兰州,730050
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.

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 and distributed software-reliability-evaluation model
HE Jun-xue,ZHANG Min-yue,LI Zhan-ming.Object-oriented and distributed software-reliability-evaluation model[J].journal of Computer Applications,2008,28(Z2).
Authors:HE Jun-xue  ZHANG Min-yue  LI Zhan-ming
Affiliation:HE Jun-xue1,ZHANG Min-yue1,LI Zhan-ming2(1.School of Science,Lanzhou University of Technology,Lanzhou Gansu 730050,China,2.College of Electrical , Information Engineering,China)
Abstract: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.
Keywords:object-oriented  distributed  software reliability  support vector regression  evaluation model  
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