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Computational Evolution of Social Behavior in Bacterial Colony Optimization Model
Ma LB(马连博); Hu KY(胡琨元); Zhu YL(朱云龙); Chen HN(陈瀚宁)
作者部门信息服务与智能控制技术研究室
关键词Bacterial Colony Forging Chemotaxis Global Optimization
发表期刊JOURNAL OF PURE AND APPLIED MICROBIOLOGY
ISSN0973-7510
2013
卷号7页码:487-493
收录类别SCI
WOS记录号WOS:000322682600071
产权排序1
资助机构Natural Science Foundation of China [61105067, 61174164]; Foshan and Chinese Academy of Science cooperation Project [2011BY100383, 2011AA100553, 2012HY100643, 2012HY100523]
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.
语种英语
WOS标题词Science & Technology ; Life Sciences & Biomedicine
WOS类目Biotechnology & Applied Microbiology ; Microbiology
WOS研究方向Biotechnology & Applied Microbiology ; Microbiology
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文献类型期刊论文
条目标识符http://ir.sia.cn/handle/173321/14014
专题信息服务与智能控制技术研究室
通讯作者Zhu YL(朱云龙); Chen HN(陈瀚宁)
作者单位1.Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang, China
2.School of Graduate, Chinese Academy of Sciences, Beijing, China
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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.
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