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Cooperative Approaches to Bacterial Foraging Optimization
Chen HN(陈瀚宁); Zhu YL(朱云龙); Hu KY(胡琨元); He XX(何小贤); Niu B(牛奔)
Department先进制造技术实验室
Conference Name4th International Conference on Intelligent Computing
Conference DateSeptember 15-18, 2008
Conference PlaceShanghai, China
Source PublicationADVANCED INTELLIGENT COMPUTING THEORIES AND APPLICATIONS, PROCEEDINGS - WITH ASPECTS OF ARTIFICIAL INTELLIGENCE
PublisherSPRINGER-VERLAG
Publication PlaceBERLIN
2008
Pages541-548
Indexed ByEI ; CPCI(ISTP)
EI Accession number20084111631540
WOS IDWOS:000260436000065
Contribution Rank1
ISSN0302-9743
ISBN978-3-540-85983-3
KeywordBacterial Foraging Optimization Cooperative Bacterial Foraging Optimization Implicit Space Decomposition Explicit Space Decomposition
AbstractBacterial Foraging Optimization (BFO) is a novel optimization algorithm based on the foraging behavior of E. coli bacteria. This paper presents a variation on the original BFO algorithm, called Cooperative Bacterial Foraging Optimization (CBFO), which significantly improve the convergence speed, accuracy and robustness of original BFO in solving complex optimization problems. This is achieved by applying two cooperative approaches to the BFO, namely the serial heterogeneous cooperation on the implicit space decomposition level and the serial heterogeneous cooperation on the hybrid space decomposition level. Four widely-used benchmark functions have been implemented to test the proposed algorithm, and the results show remarked improvement in performance over the original BFO.
Language英语
Citation statistics
Cited Times:11[WOS]   [WOS Record]     [Related Records in WOS]
Document Type会议论文
Identifierhttp://ir.sia.cn/handle/173321/8166
Collection工业信息学研究室_先进制造技术研究室
Affiliation1.Key Laboratory of Industrial Informatics, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang 110016, China
2.School of Graduate, Chinese Academy of Sciences, Beijing 100039, China
3.College of Information Science and Engineering, Central South University, Changsha 410083, China
Recommended Citation
GB/T 7714
Chen HN,Zhu YL,Hu KY,et al. Cooperative Approaches to Bacterial Foraging Optimization[C]. BERLIN:SPRINGER-VERLAG,2008:541-548.
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