An evolutionary tabu search for cell image segmentation

CASIA OpenIR > 09年以前成果

	An evolutionary tabu search for cell image segmentation
	Jiang, TZ; Yang, FG
发表期刊	IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS
	2002-10-01
卷号	32 期号:5 页码:675-678
文章类型	Article
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.
关键词	Cell Image Segmentation Evolutionary Tabu Search (Ets) Genetic Algorithms (Gas) Tabu Search (Ts)
WOS标题词	Science & Technology ; Technology
关键词[WOS]	ALGORITHM
收录类别	SCI
语种	英语
WOS研究方向	Automation & Control Systems ; Computer Science
WOS类目	Automation & Control Systems ; Computer Science, Artificial Intelligence ; Computer Science, Cybernetics
WOS记录号	WOS:000178092300012
引用统计	被引频次：23[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://ir.ia.ac.cn/handle/173211/9841
专题	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.