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题名:
Multi-species particle swamis optimization based on orthogonal learning and its application for optimal design of a butterfly-shaped patch antenna
作者: Sun LL(孙丽玲); Hu JT(胡静涛); Hu KY(胡琨元); He MW(何茂伟); Chen HN(陈瀚宁)
作者部门: 信息服务与智能控制技术研究室
通讯作者: 陈瀚宁
关键词: particle swarm optimization (PSO) ; multi-species coevolution ; orthogonal experimental design ; butterfly-shaped patch antenna
刊名: JOURNAL OF CENTRAL SOUTH UNIVERSITY
ISSN号: 2095-2899
出版日期: 2016
卷号: 23, 期号:8, 页码:2048-2062
收录类别: SCI ; EI
产权排序: 1
项目资助者: National Natural Science Foundation of China [61105067]
摘要: A new multi-species particle swarm optimization with a two-level hierarchical topology and the orthogonal learning strategy (OMSPSO) is proposed, which enhances the global search ability of particles and increases their convergence rates. The numerical results on 10 benchmark functions demonstrated the effectiveness of our proposed algorithm. Then, the proposed algorithm is presented to design a butterfly-shaped microstrip patch antenna. Combined with the HFSS solver, a butterfly-shaped patch antenna with a bandwidth of about 40.1% is designed by using the proposed OMSPSO. The return loss of the butterfly-shaped antenna is greater than 10 dB between 4.15 and 6.36 GHz. The antenna can serve simultaneously for the high-speed wireless computer networks (5.15-5.35 GHz) and the RFID systems (5.8 GHz).
语种: 英语
EI收录号: 20164502977296
WOS记录号: WOS:000385211000026
WOS标题词: Science & Technology ; Technology
类目[WOS]: Metallurgy & Metallurgical Engineering
关键词[WOS]: GENETIC ALGORITHM
研究领域[WOS]: Metallurgy & Metallurgical Engineering
Citation statistics:
内容类型: 期刊论文
URI标识: http://ir.sia.cn/handle/173321/19375
Appears in Collections:信息服务与智能控制技术研究室_期刊论文

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Recommended Citation:
Sun LL,Hu JT,Hu KY,et al. Multi-species particle swamis optimization based on orthogonal learning and its application for optimal design of a butterfly-shaped patch antenna[J]. JOURNAL OF CENTRAL SOUTH UNIVERSITY,2016,23(8):2048-2062.
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文件名: Multi-species particle swarms optimization based on orthogonal learning and its application for optimal design of a butterfly-shaped patch antenna.pdf
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