基于粒子群算法的构件组合技术研究

摘要

In the open and dynamic network environment,an improved particle swarm optimization algorithm is proposed to solve the dynamic assembly of the network structure.Firstly,the trusted combination scheme of the model is designed,and the optimal combination of the component model is found by the improved particle swarm optimization algorithm.The results show that the proposed method is effective and can improve the efficiency and credibility of the network structure software assembly.%在开放、动态的网络环境下,为了解决网构软件动态组装问题,提出一种改进的基于粒子群的优化算法.首先在多约束条件下设计模型的可信组合方案,通过改进的粒子群算法进行最优求解,找出构件模型的最优组合.结合实验仿真和实证研究,结果表明所提方法在求解多约束构件组合优化问题上是有效的,能提高网构软件组装的效率和可信性.