Computational Foraging in Bacterial Colony over Composition Environments
文献类型：期刊论文
| 作者 | Liu Y(刘洋); Tian LW(田力威); Hu KY(胡琨元) ; Zhu YL(朱云龙)
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| 刊名 | JOURNAL OF PURE AND APPLIED MICROBIOLOGY
 |
| 出版日期 | 2013 |
| 卷号 | 7期号:2页码:1299-1305 |
| 关键词 | Bacterial Forging Chemotaxis Cooperative Foraging Composition Function |
| ISSN号 | 0973-7510 |
| 产权排序 | 1 |
| 通讯作者 | 刘洋 |
| 中文摘要 | The social foraging behavior of E. coli bacteria has been used to solve optimization problems. This work proposes a novel cooperative bacterial foraging algorithm (CBFA) for complex optimization problems. The proposed CBFA extend original bacterial foraging algorithm to adaptive and cooperative mode by combining bacterial chemotaxis, cell-to-cell communication, and an adaptive foraging mechanism. Then the performance analysis is given where the proposed algorithm is benchmarked against four state-of-the-art reference algorithms using a composition test function suites. Statistical analysis result highlights the significant performance improvement due to the beneficial combination and shows that the proposed algorithm outperforms the reference algorithms. |
| WOS标题词 | Science & Technology ; Life Sciences & Biomedicine |
| 类目[WOS] | Biotechnology & Applied Microbiology ; Microbiology |
| 研究领域[WOS] | Biotechnology & Applied Microbiology ; Microbiology |
| 收录类别 | SCI |
| 资助信息 | International S&T Cooperation Program of China (ISTCP) [2011DFA91810-5]; Program for New Century Excellent Talents in University of Ministry of Education of China [NCET-12-1012] |
| 语种 | 英语 |
| WOS记录号 | WOS:000322927500063 |
| 公开日期 | 2013-12-27 |
| 源URL | [http://ir.sia.cn/handle/173321/14015]  |
| 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 | Liu Y,Tian LW,Hu KY,et al. Computational Foraging in Bacterial Colony over Composition Environments[J]. JOURNAL OF PURE AND APPLIED MICROBIOLOGY,2013,7(2):1299-1305. |
| APA | Liu Y,Tian LW,Hu KY,&Zhu YL.(2013).Computational Foraging in Bacterial Colony over Composition Environments.JOURNAL OF PURE AND APPLIED MICROBIOLOGY,7(2),1299-1305. |
| MLA | Liu Y,et al."Computational Foraging in Bacterial Colony over Composition Environments".JOURNAL OF PURE AND APPLIED MICROBIOLOGY 7.2(2013):1299-1305. |
入库方式： OAI收割
来源：沈阳自动化研究所
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