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An evolutionary tabu search for cell image segmentation
Jiang, TZ; Yang, FG
2002-10-01
发表期刊IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS
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
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
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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.
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