Cooperative Approaches to Bacterial Foraging Optimization
文献类型：会议论文
| 作者 | Chen HN(陈瀚宁); Zhu YL(朱云龙) ; Hu KY(胡琨元); He XX(何小贤); Niu B(牛奔)
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| 出版日期 | 2008 |
| 会议名称 | 4th International Conference on Intelligent Computing |
| 会议日期 | September 15-18, 2008 |
| 会议地点 | Shanghai, China |
| 关键词 | Bacterial Foraging Optimization Cooperative Bacterial Foraging Optimization Implicit space decomposition Explicit space decomposition |
| 页码 | 541-548 |
| 中文摘要 | Bacterial 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. |
| 收录类别 | EI ; CPCI（ISTP） |
| 产权排序 | 1 |
| 会议录 | ADVANCED INTELLIGENT COMPUTING THEORIES AND APPLICATIONS, PROCEEDINGS - WITH ASPECTS OF ARTIFICIAL INTELLIGENCE
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| 会议录出版者 | SPRINGER-VERLAG |
| 会议录出版地 | BERLIN |
| 语种 | 英语 |
| ISSN号 | 0302-9743 |
| ISBN号 | 978-3-540-85983-3 |
| WOS记录号 | WOS:000260436000065 |
| 源URL | [http://ir.sia.cn/handle/173321/8166]  |
| 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 | Chen HN,Zhu YL,Hu KY,et al. Cooperative Approaches to Bacterial Foraging Optimization[C]. 见:4th International Conference on Intelligent Computing. Shanghai, China. September 15-18, 2008. |
入库方式： OAI收割
来源：沈阳自动化研究所
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