An Improved Firefly Algorithm with Adaptive Strategies
文献类型：期刊论文
| 作者 | Yan XH(晏晓辉) ; Zhu YL(朱云龙); Wu JW(吴俊伟); Chen HN(陈瀚宁)
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| 刊名 | Advanced Science Letters
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| 出版日期 | 2012 |
| 卷号 | 16期号:1页码:249-254 |
| 关键词 | Firefly Algorithm Adaptive Firefly Algorithm Adaptive strategies Particle Swarm Algorithm |
| ISSN号 | 1936-6612 |
| 产权排序 | 1 |
| 中文摘要 | Firefly Algorithm (FA) is a powerful swarm intelligence algorithm inspired by the flash phenomenon of the fireflies. However, it has weaknesses on optimizing high-dimensional problems. This paper presents an improved FA named Adaptive Firefly Algorithm (AFA). In the new algorithm, three strategies are proposed to improve its adaptability and overcome its weaknesses. The algorithm is tested on a set of benchmark functions with different dimensions. Canonical FA and two other well-known heuristic algorithms are also employed for comparison. Experiment and statistical results show that the AFA algorithm offers significant better performance than original FA algorithm. Especially on high-dimensional problems, it is superior to all other compared algorithms. |
| 语种 | 英语 |
| 公开日期 | 2012-12-28 |
| 源URL | [http://ir.sia.cn/handle/173321/10320]  |
| 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 | Yan XH,Zhu YL,Wu JW,et al. An Improved Firefly Algorithm with Adaptive Strategies[J]. Advanced Science Letters,2012,16(1):249-254. |
| APA | Yan XH,Zhu YL,Wu JW,&Chen HN.(2012).An Improved Firefly Algorithm with Adaptive Strategies.Advanced Science Letters,16(1),249-254. |
| MLA | Yan XH,et al."An Improved Firefly Algorithm with Adaptive Strategies".Advanced Science Letters 16.1(2012):249-254. |
入库方式： OAI收割
来源：沈阳自动化研究所
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