| 遗传算法在分类器系统中的应用 |
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| 引用本文： | 李荆鹏.遗传算法在分类器系统中的应用[J].武汉工程职业技术学院学报,1999(1). |
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| 作者姓名： | 李荆鹏 |
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| 作者单位： | 华中理工大学数学系!武汉430074 |
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| 摘 要： | 针对数字式车牌图象识别系统中线性分类器参数辨识这一具体问题,对遗传算法(简称GA)过早收敛的缺点提出了若干改进意见并作出性能分析,说明了自适应参数调整和染色体并行进化相结合的GA方法是有效的.
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| 关 键 词： | 模式识别 线性分类器 简单遗传算法 改进的遗传算法 |
The Application of Genetic Algorithum in Classifier System |
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| Li Jingpeng.The Application of Genetic Algorithum in Classifier System[J].Journal of University for Staff and Workers of Wuhan Iron and Steel(Group)Corporation,1999(1). |
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| Authors: | Li Jingpeng |
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| Institution: | Li Jingpeng |
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| Abstract: | Based on the issue of Linear Classifier (LC) parameter identification for the image recognition system of digital vehicle ID plate, the author of the article analyzes the shortcoming of too early convergence for canonical genetic algorithum (GA), and makes some madification. Performance analysis inicates that the GA method of adaptive parameter adjustment combined wirh chromosome parallel evolution is available. |
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| Keywords: | Pattern recognition Linear classifier Simple genetic algorirhum Revised genetic algorithum |
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