计算机工程与应用2019，Vol.55Issue(18)：45-52,8.DOI:10.3778/j.issn.1002-8331.1806-0168
基于随机替换和多样性控制的花朵授粉算法
Flower Pollination Algorithm Based on Random Substitution and Diversity Control
摘要
Abstract
Focused on the convergence rate of flower pollination algorithm is slow and is not easy to jump out of local optimum and has low search accuracy, according to the trajectory of flower pollination algorithm, the center random replace-ment strategy is proposed, to accelerate the speed of the search algorithm. At the same time, to improve the global search ability of the algorithm, the diversity control strategy is added to change the transition probability p dynamically, and the probability of global search is increased. Through the simulation experiments of 6 kinds of test functions, the algorithm reasonably maintains the diversity of the algorithm. Compared with other intelligent algorithms, the algorithm can have faster search speed and better optimization accuracy.关键词
花朵授粉算法/中心随机替换/多样性控制/种群多样性Key words
flower pollination algorithm/central random substitution/diversity control/population diversity分类
信息技术与安全科学引用本文复制引用
崔丽群,张磊,郭相卓,张晨..基于随机替换和多样性控制的花朵授粉算法[J].计算机工程与应用,2019,55(18):45-52,8.基金项目
国家自然科学基金(No.61172144) （No.61172144）
辽宁省教育厅项目(No.L2012113). （No.L2012113）
