| 题名 | Chaotic Predator-Prey Brain Storm Optimization for Continuous Optimization Problems |
| 作者 | |
| 通讯作者 | Duan, Haibin |
| DOI | |
| 发表日期 | 2017
|
| ISBN | 978-1-5386-2727-3
|
| 会议录名称 | |
| 卷号 | 2018-January
|
| 页码 | 408-414
|
| 会议日期 | 27 Nov.-1 Dec. 2017
|
| 会议地点 | Honolulu, HI, United states
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| 出版地 | 345 E 47TH ST, NEW YORK, NY 10017 USA
|
| 出版者 | |
| 摘要 | Brain storm optimization algorithm, a new swarm intelligence algorithm, is inspired by collective behavior of human beings. A modified brain storm optimization algorithm called predator-prey brain storm optimization was developed by adding a predator-prey operation. In this paper, a chaotic operation is further added to the predator-prey brain storm optimization, which is therefore called chaotic predator-prey brain storm optimization, to improve its ability for continuous optimization problems. Simulation experiments are conducted for basic brain storm optimization, predator-prey brain storm optimization, and chaotic predator-prey brain storm optimization on 9 benchmark functions. Comparison verify that chaotic predator-prey brain storm optimization performs well in terms of solution accuracy. |
| 关键词 | |
| 学校署名 | 其他
|
| 语种 | 英语
|
| 相关链接 | [来源记录] |
| 收录类别 | |
| 资助项目 | Aeronautical Science Foundation of China[2015ZA51013]
|
| WOS研究方向 | Computer Science
; Engineering
|
| WOS类目 | Computer Science, Artificial Intelligence
; Engineering, Electrical & Electronic
|
| WOS记录号 | WOS:000428251400058
|
| EI入藏号 | 20181805123829
|
| EI主题词 | Artificial intelligence
; Behavioral research
; Optimization
|
| EI分类号 | Precipitation:443.3
; Artificial Intelligence:723.4
; Optimization Techniques:921.5
; Social Sciences:971
|
| 来源库 | Web of Science
|
| 全文链接 | https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8280821 |
| 引用统计 |
被引频次[WOS]：1
|
| 成果类型 | 会议论文 |
| 条目标识符 | http://sustech.caswiz.com/handle/2SGJ60CL/24803 |
| 专题 | 工学院_计算机科学与工程系 |
| 作者单位 | 1.Beihang Univ BUAA, Sch Automat Sci & Elect Engn, Beijing 100083, Peoples R China 2.Southern Univ Sci & Technol, Dept Comp Sci & Engn, Shenzhen 518055, Peoples R China |
| 推荐引用方式 GB/T 7714 |
Qiu, Huaxin,Duan, Haibin,Shi, Yuhui,et al. Chaotic Predator-Prey Brain Storm Optimization for Continuous Optimization Problems[C]. 345 E 47TH ST, NEW YORK, NY 10017 USA:IEEE,2017:408-414.
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| 条目包含的文件 | 条目无相关文件。 | |||||
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