Multi-species particle swamis optimization based on orthogonal learning and its application for optimal design of a butterfly-shaped patch antenna
文献类型：期刊论文
| 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)
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| 刊名 | JOURNAL OF CENTRAL SOUTH UNIVERSITY
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| 出版日期 | 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 |
| 产权排序 | 1 |
| 通讯作者 | 陈瀚宁 |
| 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 |
| 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. |
入库方式： OAI收割
来源：沈阳自动化研究所
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