An idea based on plant root growth for numerical optimization
文献类型：会议论文
| 作者 | Qi XB(亓祥波); Zhu YL(朱云龙) ; Chen HN(陈瀚宁); Zhang DY(张丁一); Niu B(牛奔)
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| 出版日期 | 2013 |
| 会议名称 | 9th International Conference on Intelligent Computing, ICIC 2013 |
| 会议日期 | July 28-31, 2013 |
| 会议地点 | Nanning, China |
| 关键词 | Animals Intelligent computing Particle swarm optimization (PSO) |
| 页码 | 571-578 |
| 中文摘要 | Most bio-inspired algorithms simulate the behaviors of animals. This paper proposes a new plant-inspired algorithm named Root Mass Optimization (RMO). RMO simulates the root growth behavior of plants. Seven well-known benchmark functions are used to validate its optimization effect. We compared RMO with other existing animal-inspired algorithms, including artificial bee colony (ABC) and particle swarm optimization (PSO). The experimental results show that RMO outperforms other algorithms on most benchmark functions. RMO provides a new reference for solving optimization problems. © 2013 Springer-Verlag. |
| 收录类别 | EI |
| 产权排序 | 1 |
| 会议主办者 | IEEE Computational Intelligence Society; International Neural Network Society; National Science Foundation of China |
| 会议录 | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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| 会议录出版者 | Springer Verlag |
| 会议录出版地 | Heidelberg, Germany |
| 语种 | 英语 |
| ISSN号 | 0302-9743 |
| ISBN号 | 978-3-642-39481-2 |
| 源URL | [http://ir.sia.cn/handle/173321/12400]  |
| 专题 | 沈阳自动化研究所_信息服务与智能控制技术研究室 |
| 推荐引用方式 GB/T 7714 | Qi XB,Zhu YL,Chen HN,et al. An idea based on plant root growth for numerical optimization[C]. 见:9th International Conference on Intelligent Computing, ICIC 2013. Nanning, China. July 28-31, 2013. |
入库方式： OAI收割
来源：沈阳自动化研究所
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