基于模块开发控制的一个软件可靠性分配模型

基于模块开发控制的一个软件可靠性分配模型 A Software Reliability Allocation Model Based on Modual Development Control 徐仁佐 XU Ren\|zuo 1 2 first-author 张良平 ZHANG Liang\|ping 1 2 陈波 CHEN Bo 1 2 张大帅 ZHANG Da\|shuai 1 2 武汉大学软件工程国家重点实验室 武汉大学软件工程国家重点实验室 State Key Laboratory of Software Engineering, Wuhan University State Key Laboratory of Software Engineering, Wuhan University 武汉大学软件工程国家重点实验室,湖北,武汉,430072 武汉大学软件工程国家重点实验室,湖北,武汉,430072 提出了一个软件可靠性分配模型 ,该模型在保证系统开发费用最低的前提下 ,将可靠性指标分配到各模块中 ;此外还运用了遗传算法来搜索模型的最优解 .实践表明 ,这是一个有效的途径 . Software reliability allocation is an important subject of software engineering,which allocate certain reliability to all modules so that the system can reach the goal reliability.When designing software, engineers will estimate reliability of the software.If the software does not reach the goal, which modules should we choose to improve reliability and how much should we improve are what Software reliability allocation to handle. Software reliability allocation develops gradually recent years, however ,many reliability allocation methods allocate reliability to software without considering the cost of software. Some methods such as AHP considers the cost of software,but its algorithm is very complicated.In this article, we introduced a nonlinear programming model for reliability allocation. The model can minimize the cost of software, as well as guarantee that software system reliability can reach the goal. At the same time,we introduced genetic algorithm to achieve the optional result for the model,it proves to be a valid way.How to estimate model parameters is very important for a model,we introduce some methods to decide model parameters.To make our model more pratical,we need continue to make a good number of experiments. 可靠性分配 开发费用 遗传算法 优化 非线性规划问题 reliability allocation cost of software development genetic algorithm optimum nonlinear programming problem TP311.52 国家自然科学基金资助项目 （60 1 730 63） 2003-01-01 2021-04-01 1