Computational Evolution of Social Behavior in Bacterial Colony Optimization Model
文献类型：期刊论文
| 作者 | Ma LB(马连博) ; Hu KY(胡琨元); Zhu YL(朱云龙); Chen HN(陈瀚宁)
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| 刊名 | JOURNAL OF PURE AND APPLIED MICROBIOLOGY
 |
| 出版日期 | 2013 |
| 卷号 | 7页码:487-493 |
| 关键词 | Bacterial Colony Forging Chemotaxis Global Optimization |
| ISSN号 | 0973-7510 |
| 产权排序 | 1 |
| 通讯作者 | 朱云龙 ; 陈瀚宁 |
| 中文摘要 | Recent biological studies of bacterial colonies have revealed diverse complex social behaviors, including cooperation in foraging, building, dispersing and communicating. In order to provide the novel models of bacterial foraging behavior and new methods for distributed nongradient optimization, this paper proposed a computational simulation model of bacterial colony by combining chemotaxis, cell-to-cell communication, and a self-adaptive foraging strategy. The simulation results show that the proposed model of artificial bacterial colony exhibit the property identified by microorganisms that their foraging is social and adaptive in order to be able to climb noisy gradients in nutrients. This provides a connection between evolutionary forces in bacterial social foraging and distributed nongradient optimizational algorithm design for global optimization over noisy surfaces. |
| 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 | Natural Science Foundation of China [61105067, 61174164]; Foshan and Chinese Academy of Science cooperation Project [2011BY100383, 2011AA100553, 2012HY100643, 2012HY100523] |
| 语种 | 英语 |
| WOS记录号 | WOS:000322682600071 |
| 公开日期 | 2013-12-27 |
| 源URL | [http://ir.sia.cn/handle/173321/14014]  |
| 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 | Ma LB,Hu KY,Zhu YL,et al. Computational Evolution of Social Behavior in Bacterial Colony Optimization Model[J]. JOURNAL OF PURE AND APPLIED MICROBIOLOGY,2013,7:487-493. |
| APA | Ma LB,Hu KY,Zhu YL,&Chen HN.(2013).Computational Evolution of Social Behavior in Bacterial Colony Optimization Model.JOURNAL OF PURE AND APPLIED MICROBIOLOGY,7,487-493. |
| MLA | Ma LB,et al."Computational Evolution of Social Behavior in Bacterial Colony Optimization Model".JOURNAL OF PURE AND APPLIED MICROBIOLOGY 7(2013):487-493. |
入库方式： OAI收割
来源：沈阳自动化研究所
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