Adaptive bacterial foraging optimization algorithm based on social foraging strategy
文献类型：期刊论文
| 作者 | Shen H(申海); Zhu YL(朱云龙)
|
| 刊名 | Journal of Networks
 |
| 出版日期 | 2014 |
| 卷号 | 9期号:3页码:799-806 |
| 关键词 | Bacterial Foraging Optimization Algorithm Social Foraging Multimodal Numerical Optimization |
| ISSN号 | 1796-2056 |
| 产权排序 | 2 |
| 中文摘要 | In 2002, K. M. Passino proposed Bacterial Foraging Optimization Algorithm (BFOA) for distributed optimization and control. Biologic foraging strategies are diverse. Based on social and intelligent foraging theory, this paper proposed an adaptive bacterial foraging optimization algorithm, and introduced six foraging operators: chaos run operator, assimilation run operator, tumble operator, swimming operator, reproduction operator and elimination-dispersal operator. Among those operators, chaos run operator, assimilation run operator and reproduction operator were redefined in accordance with social foraging strategy. And others were same with the original algorithm. Experiments were conducted on 10 multimodal unconstrained benchmark optimization problems for demonstration the effectiveness and stability. The results demonstrate remarkable performance of the proposed algorithm on all chosen benchmark functions when compared to several successful optimization techniques. © 2014 ACADEMY PUBLISHER. |
| 收录类别 | EI |
| 语种 | 英语 |
| 源URL | [http://ir.sia.cn/handle/173321/14741]  |
| 专题 | 沈阳自动化研究所_信息服务与智能控制技术研究室 |
| 推荐引用方式 GB/T 7714 | Shen H,Zhu YL. Adaptive bacterial foraging optimization algorithm based on social foraging strategy[J]. Journal of Networks,2014,9(3):799-806. |
| APA | Shen H,&Zhu YL.(2014).Adaptive bacterial foraging optimization algorithm based on social foraging strategy.Journal of Networks,9(3),799-806. |
| MLA | Shen H,et al."Adaptive bacterial foraging optimization algorithm based on social foraging strategy".Journal of Networks 9.3(2014):799-806. |
入库方式： OAI收割
来源：沈阳自动化研究所
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