计算机应用研究2011,Vol.28Issue(2):455-457,3.DOI:10.3969/j.issn.1001-3695.2011.02.012
一种新型的全局优化算法——细胞膜优化算法
New algorithm for global optimization: cell membrane optimization
摘要
Abstract
By studying the characteristics of cell membrane and the mode of material transfer, proposed a new global optimization algorithm: cell membrane optimization (CMO), combined with global optimization algorithm.Numerical experiments proved CMO had excellent global optimization capability, rapid convergence and the ability to obtain accurate solution.Compared with the standard particle swarm optimization (PSO) and population migration algorithm (PMA).The simulation results show that CMO has better convergence performance in solving high-dimensional optimization problems.关键词
细胞膜优化算法/全局优化/智能计算分类
信息技术与安全科学引用本文复制引用
谭世恒,余卫宇..一种新型的全局优化算法——细胞膜优化算法[J].计算机应用研究,2011,28(2):455-457,3.基金项目
国家自然科学基金资助项目(60673191,60872123) (60673191,60872123)
国家自然科学基金联合资助项目(#U085001) (#U085001)
广州市科技计划项目(2009J1-C401) (2009J1-C401)