A new meta-heuristic butterfly-inspired algorithm
文献类型：期刊论文
| 作者 | Zhu YL(朱云龙) ; Zhang H(张浩); Qi XB(亓祥波)
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| 刊名 | Journal of Computational Science
 |
| 出版日期 | 2017 |
| 卷号 | 23页码:226-239 |
| 关键词 | Artificial butterfly optimization Artificial bee colony algorithm Particle swarm optimization Genetic algorithm |
| ISSN号 | 1877-7503 |
| 产权排序 | 1 |
| 通讯作者 | Qi XB(亓祥波) |
| 中文摘要 | This paper proposes a novel bio-inspired algorithm named Artificial Butterfly Optimization (ABO) algorithm. The new algorithm is based on the mate-finding strategy of some butterfly species. Two groups of artificial butterflies are employed for simulating the flight strategies. If the flight strategies of artificial butterflies are redefined, ABO can develop a new algorithm. From this point, ABO is a mimic-life algorithm in grandness. By presenting three flight strategies, we build two new algorithms named ABO1 and ABO2. We validate the two new algorithms and compare their performance with other well-known nature-inspired algorithms on twenty-two benchmark functions. The experimental results show that the proposed algorithm is able to provide very promising and competitive results on most benchmark functions. It also proves that the ABO algorithm provides a new effective computational framework for solving optimization problems. |
| WOS标题词 | Science & Technology ; Technology |
| 类目[WOS] | Computer Science, Interdisciplinary Applications ; Computer Science, Theory & Methods |
| 研究领域[WOS] | Computer Science |
| 关键词[WOS] | PARTICLE SWARM OPTIMIZER ; PARARGE-AEGERIA |
| 收录类别 | SCI ; EI |
| 语种 | 英语 |
| WOS记录号 | WOS:000419410400020 |
| 源URL | [http://ir.sia.cn/handle/173321/20736]  |
| 专题 | 沈阳自动化研究所_数字工厂研究室 |
| 作者单位 | 1.Shenyang Institute of Automation Chinese Academy of Sciences, Shenyang 110016, China 2.University of Chinese Academy of Sciences, Beijing 100049, China |
| 推荐引用方式 GB/T 7714 | Zhu YL,Zhang H,Qi XB. A new meta-heuristic butterfly-inspired algorithm[J]. Journal of Computational Science,2017,23:226-239. |
| APA | Zhu YL,Zhang H,&Qi XB.(2017).A new meta-heuristic butterfly-inspired algorithm.Journal of Computational Science,23,226-239. |
| MLA | Zhu YL,et al."A new meta-heuristic butterfly-inspired algorithm".Journal of Computational Science 23(2017):226-239. |
入库方式： OAI收割
来源：沈阳自动化研究所
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