计算机应用研究2018，Vol.35Issue(3)：721-726,6.DOI:10.3969/j.issn.1001-3695.2018.03.017
一种采用混合策略的改进离子运动算法
Improved ions motion algorithm by using hybrid strategy
摘要
Abstract
Aiming at overcoming the shortcomings of the ions motion algorithm (IMO),this paper proposed a new improved ions motion algorithm (IIMO).The IIMO depicted new mathematical models of ions motion based on the characteristics of the attraction between the same kind of ions and the repulsion between the different kinds of ions,and the random movement characteristics which ions appeared in the liquid space.In order to test the performance of the IIMO,experiments were carried out on fourteen typical optimization problems,and the experimental results show that the IIMO has faster convergence rate,stronger local search ability and global searching ability than that of the IMO and the PSO.The robustness of the IIMO is stronger than that of the IMO and the PSO.关键词
改进离子运动算法/优化/运动能量Key words
improved ions motion algorithm (IIMO)/optimization/moving energy分类
信息技术与安全科学引用本文复制引用
王勇,蒙丽萍,韦量..一种采用混合策略的改进离子运动算法[J].计算机应用研究,2018,35(3):721-726,6.基金项目
国家自然科学基金资助项目(61662005) （61662005）
广西民族大学引进人才科研项目(2014MDQD018) （2014MDQD018）
