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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)
Department信息服务与智能控制技术研究室
Source PublicationJOURNAL OF PURE AND APPLIED MICROBIOLOGY
ISSN0973-7510
2013
Volume7Pages:487-493
Indexed BySCI
WOS IDWOS:000322682600071
Contribution Rank1
Funding OrganizationNatural Science Foundation of China [61105067, 61174164]; Foshan and Chinese Academy of Science cooperation Project [2011BY100383, 2011AA100553, 2012HY100643, 2012HY100523]
KeywordBacterial Colony Forging Chemotaxis Global Optimization
AbstractRecent 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.
Language英语
WOS HeadingsScience & Technology ; Life Sciences & Biomedicine
WOS SubjectBiotechnology & Applied Microbiology ; Microbiology
WOS Research AreaBiotechnology & Applied Microbiology ; Microbiology
Citation statistics
Cited Times:2[WOS]   [WOS Record]     [Related Records in WOS]
Document Type期刊论文
Identifierhttp://ir.sia.cn/handle/173321/14014
Collection信息服务与智能控制技术研究室
Corresponding AuthorZhu YL(朱云龙); Chen HN(陈瀚宁)
Affiliation1.Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang, China
2.School of Graduate, Chinese Academy of Sciences, Beijing, China
Recommended Citation
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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