基于粒子群算法的软件可靠性分配问题研究

Reliability Allocation of Software System Based on Particle Swarm Optimization

摘要: 针对软件可靠性分配中不易求解全局最优解这一问题,将可靠性指标分配到每个模块中,并利用改进的粒子群优化算法来搜索模型的最优解.实验结果表明,改进的粒子群优化算法在求解软件可靠性分配问题时的效果优于遗传算法等其他智能优化算法.

Abstract: In accordance with difficulties of achieving the optimal result in the problem of the software reliability allocation,reliability targets are allocated to each model,and utilizing the improved particle swarm optimization algorithm to achieve the optimal result for the problem in this paper.Experiment has proved that this improved version of particle swarm optimization algorithm is more effective on solving the software reliability allocation problems than other intelligent optimization algorithms such as genetic algorithm.