Multi-species particle swamis optimization based on orthogonal learning and its application for optimal design of a butterfly-shaped patch antenna

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	Multi-species particle swamis optimization based on orthogonal learning and its application for optimal design of a butterfly-shaped patch antenna
	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)
刊名	JOURNAL OF CENTRAL SOUTH UNIVERSITY
	2016
卷号	23 期号:8 页码:2048-2062
关键词	particle swarm optimization (PSO) multi-species coevolution orthogonal experimental design butterfly-shaped patch antenna
ISSN号	2095-2899
通讯作者	陈瀚宁
产权排序	1
中文摘要	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).
WOS标题词	Science & Technology ; Technology
类目[WOS]	Metallurgy & Metallurgical Engineering
研究领域[WOS]	Metallurgy & Metallurgical Engineering
关键词[WOS]	GENETIC ALGORITHM
收录类别	SCI ; EI
语种	英语
WOS记录号	WOS:000385211000026
内容类型	期刊论文
源URL	[http://ir.sia.cn/handle/173321/19375]
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	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.
APA	Sun LL,Hu JT,Hu KY,He MW,&Chen HN.(2016).Multi-species particle swamis optimization based on orthogonal learning and its application for optimal design of a butterfly-shaped patch antenna.JOURNAL OF CENTRAL SOUTH UNIVERSITY,23(8),2048-2062.
MLA	Sun LL,et al."Multi-species particle swamis optimization based on orthogonal learning and its application for optimal design of a butterfly-shaped patch antenna".JOURNAL OF CENTRAL SOUTH UNIVERSITY 23.8(2016):2048-2062.