计算机与数字工程2024,Vol.52Issue(1):105-110,6.DOI:10.3969/j.issn.1672-9722.2024.01.016
求解高维函数的果蝇免疫协同优化算法
Co-Fly Immune Optimization Algorithm Solving High Dimension Function Optimization
摘要
Abstract
Fruit fly is a simple organism that can effectively defend against invaders only by its innate immune mechanism.In-spired by it,the collaborative optimization algorithm of fruit fly's immune is discussed.In the algorithm design,innate immune mechanism of fly are used to design the population division and subgroup evolution.One such algorithm has the merits of structural simplicity,the balance of internal and external circulation and the collaborative design,ensuring the optimization effect of the algo-rithm and improving the optimization efficiency.Comparative numerical results show that the algorithm has obvious advantages in search ability and efficiency and high-dimensional functions.关键词
果蝇优化/先天性免疫/协同优化/果蝇免疫/高维函数Key words
fruit fly optimization/innate immune/co-optimization/fruit fly immune system/high dimensional function分类
信息技术与安全科学引用本文复制引用
张晓茹,王丹,周锦程..求解高维函数的果蝇免疫协同优化算法[J].计算机与数字工程,2024,52(1):105-110,6.基金项目
国家自然科学基金项目(编号:61862051) (编号:61862051)
贵州省普通高等学校科技拔尖人才支持计划(编号:黔教合KY字[2018]080) (编号:黔教合KY字[2018]080)
贵州省普通高等学校青年科技人才成长项目(编号:黔教合KY字[2019]203) (编号:黔教合KY字[2019]203)
黔南民族医学高等专科学校科研基金项目(编号:QNYZ201922)资助. (编号:QNYZ201922)