计算机工程2012,Vol.38Issue(4):182-184,190,4.
并行协同差异进化算法研究
Research on Parallel Cooperative Coevolutionary Differential Evolution Algorithm
摘要
Abstract
This paper presents a Parallel Cooperative Coevolutionary Differential Evolution(PCCDE) algorithm based on Cooperative Coevolutionary Differential Evolution(CCDE) and Bulk Synchronous Parallel(BSP) computing model. In this algorithm, Archive collaboration mechanism replaces the original mechanism in CCDE, the PCCDE uses the BSP model to implement the parallel computation. Simulation experimental results based on a set of widely used benchmark function show that the algorithm has superior calculation efficiency and quality.关键词
并行计算/协同差异进化/大规模优化问题/同步并行Key words
parallel computation/ Cooperative Coevolutionary Differential Evolution(CCDE)/ large-scale optimization problem/ synchronous parallel分类
信息技术与安全科学引用本文复制引用
王磊,林鸿飞,滕弘飞..并行协同差异进化算法研究[J].计算机工程,2012,38(4):182-184,190,4.基金项目
国家自然科学基金资助项目(50575031,50975033) (50575031,50975033)