Cooperative Bacterial Foraging Optimization

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	Cooperative Bacterial Foraging Optimization
	Shao YC(邵一川); Chen HN(陈瀚宁)
刊名	DISCRETE DYNAMICS IN NATURE AND SOCIETY
	2009
页码	1-17
ISSN号	1026-0226
产权排序	1
中文摘要	Bacterial Foraging Optimization (BFO) is a novel optimization algorithm based on the social foraging behavior of E. coli bacteria. This paper presents a variation on the original BFO algorithm, namely, the Cooperative Bacterial Foraging Optimization (CBFO), which significantly improve the original BFO in solving complex optimization problems. This significant improvement is achieved by applying two cooperative approaches to the original BFO, namely, the serial heterogeneous cooperation on the implicit space decomposition level and the serial heterogeneous cooperation on the hybrid space decomposition level. The experiments compare the performance of two CBFO variants with the original BFO, the standard PSO and a real-coded GA on four widely used benchmark functions. The new method shows a marked improvement in performance over the original BFO and appears to be comparable with the PSO and GA. Copyright (C) 2009 Hanning Chen et al.
WOS标题词	Science & Technology ; Physical Sciences
类目[WOS]	Mathematics, Interdisciplinary Applications ; Multidisciplinary Sciences
研究领域[WOS]	Mathematics ; Science & Technology - Other Topics
收录类别	SCI
语种	英语
WOS记录号	WOS:000271656900001
公开日期	2012-05-29
内容类型	期刊论文
源URL	[http://ir.sia.cn/handle/173321/7067]
专题	沈阳自动化研究所_工业信息学研究室
推荐引用方式 GB/T 7714	Shao YC,Chen HN. Cooperative Bacterial Foraging Optimization[J]. DISCRETE DYNAMICS IN NATURE AND SOCIETY,2009:1-17.
APA	Shao YC,&Chen HN.(2009).Cooperative Bacterial Foraging Optimization.DISCRETE DYNAMICS IN NATURE AND SOCIETY,1-17.
MLA	Shao YC,et al."Cooperative Bacterial Foraging Optimization".DISCRETE DYNAMICS IN NATURE AND SOCIETY (2009):1-17.