Cooperative Bacterial Foraging Optimization
文献类型：会议论文
| 作者 | Shao YC(邵一川); Chen HN(陈瀚宁) |
| 出版日期 | 2009 |
| 会议名称 | 2009 International Conference on Future BioMedical Information Engineering, FBIE 2009 |
| 会议日期 | December 13-14, 2009 |
| 会议地点 | Sanya, China |
| 页码 | 486-488 |
| 中文摘要 | Bacterial 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. |
| 收录类别 | EI ; CPCI（ISTP） |
| 产权排序 | 2 |
| 会议主办者 | International Science and Engineering Center; Intell. Inf. Technol. Appl. Res. Assoc. |
| 会议录 | FBIE 2009 - 2009 International Conference on Future BioMedical Information Engineering
 |
| 会议录出版者 | IEEE Computer Society, 445 Hoes Lane - P.O.Box 1331, Piscataway, NJ 08855-1331, United States |
| 会议录出版地 | Piscataway, NJ, USA |
| 语种 | 英语 |
| ISBN号 | 978-1-4244-4691-9 |
| WOS记录号 | WOS:000290244100128 |
| 源URL | [http://ir.sia.cn/handle/173321/8167]  |
| 专题 | 沈阳自动化研究所_工业信息学研究室_先进制造技术研究室 |
| 推荐引用方式 GB/T 7714 | Shao YC,Chen HN. Cooperative Bacterial Foraging Optimization[C]. 见:2009 International Conference on Future BioMedical Information Engineering, FBIE 2009. Sanya, China. December 13-14, 2009. |
入库方式： OAI收割
来源：沈阳自动化研究所
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