广东工业大学学报2012，Vol.29Issue(1)：39-42,4.
基于辅助种群分类的遗传算法
A Genetic Algorithm Based on the Classification of the Auxiliary Group
涂井先 1刘伟1
作者信息
- 1. 广东工业大学应用数学学院,广东广州510520
- 折叠
摘要
Abstract
A genetic algorithm, based on the classification of the auxiliary group, was proposed. The algorithm overcame the weakness that diversity of the auxiliary group was not perfect, and with prior knowledge it classified the auxiliary group into several subgroups. After the classification, it is more favourable for the auxiliary group and the main group to evolve. Meanwhile, the diversity of the auxiliary group is maintained. The results show that the improved algorithm is more effective than some other existing genetic algorithms. The improved algorithm avoids being trapped into the local optimum, thus deriving the global optimum.关键词
遗传算法/辅助种群/主种群/分类Key words
genetic algorithm/ auxiliary population/ main population/ classification分类
信息技术与安全科学引用本文复制引用
涂井先,刘伟..基于辅助种群分类的遗传算法[J].广东工业大学学报,2012,29(1):39-42,4.
