An evolutionary tabu search for cell image segmentation
文献类型：期刊论文
| 作者 | Jiang, TZ ; Yang, FG
|
| 刊名 | IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS
 |
| 出版日期 | 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 |
| 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. |
入库方式： OAI收割
来源：自动化研究所
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