计算机工程与应用2011，Vol.47Issue(18)：26-28,111,4.DOI:10.3778/j.issn.1002-8331.2011.18.008
一种采用线性递减步长的自组织迁移算法
Modified self-organizing migrating algorithm with linear-digress step
摘要
Abstract
Self-Organizing Migrating Algorithm(SOMA) is a kind of new swarm intelligent algorithm. After analyzing the basic self-organizing migrating algorithm and modified self-organizing migrating algorithm with random mutation step,this paper proposes a improved self-organizing migrating algorithm with linear-digress step. The algorithm accelerates the convergence ratio of swarm in multi-modal complex space and enhances the ability of local search by adjusting step length dynamic and linear under some directions.Experiments reveal that the proposed algorithm behaves better than the self-organizing migrating algorithm with random mutation step and the basic one.关键词
自组织迁移算法/步长/线性递减/优化Key words
self-organizing migrating algorithm/ step/ linear digress/ optimization分类
信息技术与安全科学引用本文复制引用
翁纯毅,李元香,王玲玲,林志毅..一种采用线性递减步长的自组织迁移算法[J].计算机工程与应用,2011,47(18):26-28,111,4.基金项目
国家自然科学基金(the National Natural Science Foundation of China under Grant No.60773009) （the National Natural Science Foundation of China under Grant No.60773009）
国家高技术研究发展计划(863)(the National High-Tech Research and Development Plan of China under Grant No.2007AA012290). （863）
