SIA OpenIR  > 工业信息学研究室  > 先进制造技术研究室
Cooperative Bacterial Foraging Optimization
Shao YC(邵一川); Chen HN(陈瀚宁)
Department先进制造技术实验室
Conference Name2009 International Conference on Future BioMedical Information Engineering, FBIE 2009
Conference DateDecember 13-14, 2009
Conference PlaceSanya, China
Author of SourceInternational Science and Engineering Center; Intell. Inf. Technol. Appl. Res. Assoc.
Source PublicationFBIE 2009 - 2009 International Conference on Future BioMedical Information Engineering
PublisherIEEE Computer Society, 445 Hoes Lane - P.O.Box 1331, Piscataway, NJ 08855-1331, United States
Publication PlacePiscataway, NJ, USA
2009
Pages486-488
Indexed ByEI ; CPCI(ISTP)
EI Accession number20101112770121
WOS IDWOS:000290244100128
Contribution Rank2
ISBN978-1-4244-4691-9
AbstractBacterial Foraging Optimization (BFO) is a novel optimization algorithm based on the social foraging behavior of E. coli bacteria. However, the original BFO algorithm possesses a poor convergence behavior compared to the other successful nature-inspired algorithms. This paper presents a variation on the original BFO algorithm, namely the Cooperative Bacterial Foraging Optimization (CBFO). The cooperative approaches used here resulted in a significant improvement in the performance of the original BFO algorithm in terms of convergence speed, accuracy and robustness. The experiments compare the performance of two variants of CBFO with the original BFO, the standard PSO and a real-coded GA on a set of 4 widely-used benchmark functions. The proposed new method shows a marked improvement in performance over the original BFO and appears to be comparable with the PSO and GA.
Language英语
Citation statistics
Cited Times:4[WOS]   [WOS Record]     [Related Records in WOS]
Document Type会议论文
Identifierhttp://ir.sia.cn/handle/173321/8167
Collection工业信息学研究室_先进制造技术研究室
Affiliation1.College of Information Science and Engineering, Shenyang University, Shenyang, China
2.Shenyang Institute Ofautomation, Chinese Academy of Sciences, Shenyang, China
Recommended Citation
GB/T 7714
Shao YC,Chen HN. Cooperative Bacterial Foraging Optimization[C]//International Science and Engineering Center; Intell. Inf. Technol. Appl. Res. Assoc.. Piscataway, NJ, USA:IEEE Computer Society, 445 Hoes Lane - P.O.Box 1331, Piscataway, NJ 08855-1331, United States,2009:486-488.
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