An evolutionary tabu search for cell image segmentation

	An evolutionary tabu search for cell image segmentation
	Jiang, TZ; Yang, FG
刊名	IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS
	2002-10-01
卷号	32 期号:5 页码:675-678
关键词	cell image segmentation evolutionary tabu search (ETS) genetic algorithms (GAs) tabu search (TS)
英文摘要	Many engineering problems can be formulated as an optimization problem. It has become more and more important to develop an efficient global optimization technique for solving these problems. In this correspondence, we propose an evolutionary tabu search (ETS) for cell image segmentation. The advantages of genetic algorithms (GAs) and TS algorithms are incorporated into the proposed method. More precisely, we incorporate "the survival of the fittest" from evolutionary algorithms into TS. The method has been applied to the segmentation of several kinds of cell images. The experimental results show that the new algorithm is a practical and effective one for global optimization; it can yield good, near-optimal solutions and has better convergence and robustness than other global optimization approaches.
WOS标题词	Science & Technology ; Technology
类目[WOS]	Automation & Control Systems ; Computer Science, Artificial Intelligence ; Computer Science, Cybernetics
研究领域[WOS]	Automation & Control Systems ; Computer Science
关键词[WOS]	ALGORITHM
收录类别	SCI
语种	英语
WOS记录号	WOS:000178092300012
公开日期	2015-12-24
内容类型	期刊论文
源URL	[http://ir.ia.ac.cn/handle/173211/9841]
专题	自动化研究所_09年以前成果
作者单位	Chinese Acad Sci, Inst Automat, Natl Lab Pattern Recognit, Beijing 100080, Peoples R China
推荐引用方式 GB/T 7714	Jiang, TZ,Yang, FG. An evolutionary tabu search for cell image segmentation[J]. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS,2002,32(5):675-678.
APA	Jiang, TZ,&Yang, FG.(2002).An evolutionary tabu search for cell image segmentation.IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS,32(5),675-678.
MLA	Jiang, TZ,et al."An evolutionary tabu search for cell image segmentation".IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS 32.5(2002):675-678.