计算机应用与软件Issue(4):243-246,275,5.DOI:10.3969/j.issn.1000-386x.2015.04.057
融合入侵杂草算子的蝙蝠算法
BAT ALGORITHM FUSED WITH INVASIVE WEED OPERATOR
摘要
Abstract
In its later period of optimisation,original bat algorithm has the defects of low accuracy,prematurity and easy to fall into local optimum,etc.To overcome them,we present such a bat algorithm which fuses invasive weed growth and reproduction.It fuses the weed growth and reproduction,spatial diffusion and competition mechanism of invasive weeds algorithm into bat algorithm and dynamically adjusts the standard deviation of weeds spatial diffusion operator,thus the algorithm increases the global and local search abilities both.Through the simulation testing on 8 standard test functions,the results show that this algorithm has better global and local search abilities,in the aspects of optimisation accuracy and convergence it gains greater improvement than the basic bat algorithm.关键词
蝙蝠算法/生长繁殖算子/空间扩散算子/寻优精度Key words
Bat algorithm/Growth and reproduction operator/Spatial diffusion operator/Optimisation accuracy分类
信息技术与安全科学引用本文复制引用
屈迟文,傅彦铭,侯勇顺..融合入侵杂草算子的蝙蝠算法[J].计算机应用与软件,2015,(4):243-246,275,5.基金项目
国家自然科学基金项目(61262072);广西高校科研项目(2013 YB247)。 ()