SIA OpenIR  > 工业信息学研究室
Cooperative Bacterial Foraging Optimization
Shao YC(邵一川); Chen HN(陈瀚宁)
Department工业信息学研究室
Source PublicationDISCRETE DYNAMICS IN NATURE AND SOCIETY
ISSN1026-0226
2009
Pages1-17
Indexed BySCI
WOS IDWOS:000271656900001
Contribution Rank1
AbstractBacterial Foraging Optimization (BFO) is a novel optimization algorithm based on the social foraging behavior of E. coli bacteria. This paper presents a variation on the original BFO algorithm, namely, the Cooperative Bacterial Foraging Optimization (CBFO), which significantly improve the original BFO in solving complex optimization problems. This significant improvement is achieved by applying two cooperative approaches to the original BFO, namely, the serial heterogeneous cooperation on the implicit space decomposition level and the serial heterogeneous cooperation on the hybrid space decomposition level. The experiments compare the performance of two CBFO variants with the original BFO, the standard PSO and a real-coded GA on four widely used benchmark functions. The new method shows a marked improvement in performance over the original BFO and appears to be comparable with the PSO and GA. Copyright (C) 2009 Hanning Chen et al.
Language英语
WOS HeadingsScience & Technology ; Physical Sciences
WOS SubjectMathematics, Interdisciplinary Applications ; Multidisciplinary Sciences
WOS Research AreaMathematics ; Science & Technology - Other Topics
Citation statistics
Cited Times:46[WOS]   [WOS Record]     [Related Records in WOS]
Document Type期刊论文
Identifierhttp://ir.sia.cn/handle/173321/7067
Collection工业信息学研究室
AffiliationKey Laboratory of Industrial Informatics, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang, Liaoning 110016, China
Recommended Citation
GB/T 7714
Shao YC,Chen HN. Cooperative Bacterial Foraging Optimization[J]. DISCRETE DYNAMICS IN NATURE AND SOCIETY,2009:1-17.
APA Shao YC,&Chen HN.(2009).Cooperative Bacterial Foraging Optimization.DISCRETE DYNAMICS IN NATURE AND SOCIETY,1-17.
MLA Shao YC,et al."Cooperative Bacterial Foraging Optimization".DISCRETE DYNAMICS IN NATURE AND SOCIETY (2009):1-17.
Files in This Item:
File Name/Size DocType Version Access License
YWQK000095.pdf(2254KB)期刊论文出版稿开放获取ODC PDDLView Application Full Text
Related Services
Recommend this item
Bookmark
Usage statistics
Export to Endnote
Google Scholar
Similar articles in Google Scholar
[Shao YC(邵一川)]'s Articles
[Chen HN(陈瀚宁)]'s Articles
Baidu academic
Similar articles in Baidu academic
[Shao YC(邵一川)]'s Articles
[Chen HN(陈瀚宁)]'s Articles
Bing Scholar
Similar articles in Bing Scholar
[Shao YC(邵一川)]'s Articles
[Chen HN(陈瀚宁)]'s Articles
Terms of Use
No data!
Social Bookmark/Share
File name: YWQK000095.pdf
Format: Adobe PDF
All comments (0)
No comment.
 

Items in the repository are protected by copyright, with all rights reserved, unless otherwise indicated.