一种适用于云计算环境的粒子群优化算法

摘要

提出了一种能够利用云计算分布式计算特点以提高性能的粒子群优化算法.仿真实验表明,该算法不仅能利用云计算特征,而且算法在3种常见Benchmark函数测试中所找到的最小值平均比同等粒子群规模的标准粒子群算法低71％以上.%A particle swarm optimization that can make use of distributed computing property of cloud computing is proposed. The simulation results show that the algorithm can take the property of cloud computing, and that in tests of three common Benchmark functions, the average minimum found by the algorithm is at least 71% less than the standard PSO with an equal number of particles.