| 生态遗传算法在煤矸石模糊模式识别中的应用 |
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| 引用本文： | 徐琦,孔力,刘文中.生态遗传算法在煤矸石模糊模式识别中的应用[J].工矿自动化,2003(2):9-11. |
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| 作者姓名： | 徐琦 孔力 刘文中 |
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| 作者单位： | 华中科技大学控制科学与工程系,湖北,武汉,430074 |
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| 摘 要： | 给出煤矸石组分模式识别的模糊神经网络模型 ,提出一种实用生态算子 ,同时将在此基础上构建的生态遗传算法用于模糊神经网络的离线学习。仿真和实验结果显示 :新算法使网络具有良好的收敛性能 ,而且从训练好的定量网络中提取的模糊规则提高了煤中矸石的识别率。
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| 关 键 词： | 煤矸石 模式识别 遗传算法 模糊神经网络 |
| 文章编号： | 1671-251X(2003)02-0009-03 |
Application of Niche Genetic Algorithm in Fuzzy Pattern Recognition of Gangues |
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| XU Qi,KONG Li,LIU Wen zhong.Application of Niche Genetic Algorithm in Fuzzy Pattern Recognition of Gangues[J].Industry and Automation,2003(2):9-11. |
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| Authors: | XU Qi KONG Li LIU Wen zhong |
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| Abstract: | This paper described a fuzzy neural network(FNN) used for identification of gangues. The niche genetic algorithm(NGA)based on a proposed practical niche operator was responsible for the off line training of FNN. Furthermore, the test results showed that not only the off line trained FNN employing NGA had a satisfying global convergence, but also the fuzzy rules from the resultant quantitative FNN provided the separator with a higher recognition accuracy. |
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| Keywords: | gangues pattern recognition genetic algorithm fuzzy neural network |
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