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| 基于遗传神经网络的酒类鉴别技术 | |
| 引用本文： | 殷勇,邱明,刘云宏,易军鹏.基于遗传神经网络的酒类鉴别技术[J].农业机械学报,2003,34(6):104-106,99. |
| 作者姓名： | 殷勇 邱明 刘云宏 易军鹏 |
| 作者单位： | 1. 河南科技大学车辆与动力工程学院,副教授,博士,471003,洛阳市 2. 河南科技大学机电工程学院,副教授 3. 河南科技大学食品与生物工程系,讲师 4. 河南科技大学食品与生物工程系,硕士生 |
| 基金项目： | 河南省自然科学基金资助项目 (项目编号 :0 0 40 6110 0 )，河南省教育厅自然基金资助项目(项目编号 :2 0 0 2 5 10 0 0 0 2 ) |
| 摘 要： | 通过感官鉴别酒类质量结果的准确性难以保证，因此研究快速、准确的鉴别方法是必要的。用人工嗅觉系统鉴别酒类质量是一种快速、简便的方法。提出了一种遗传径向基函数神经网络作为人工嗅觉系统的模式识别方法，以进行酒类质量的鉴别计算。实例表明，该方法是有效的，不仅能用于酒的分类，还可用来鉴别酒的质量等级。 |
| 关 键 词： | 遗传神经网络 酒类 鉴别技术 感官鉴别 人工嗅觉系统 酒类质量 |
Identification of Alcohol Quality via Neural Network Based on Genetic Algorithms |
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| Yin Yong,Qiu Ming,Liu Yunhong,Yi Junpeng.Identification of Alcohol Quality via Neural Network Based on Genetic Algorithms[J].Transactions of the Chinese Society of Agricultural Machinery,2003,34(6):104-106,99. | |
| Authors: | Yin Yong Qiu Ming Liu Yunhong Yi Junpeng |
| Abstract: | The accuracy of identified results of alcohol quality by panel is hard to be guaranteed,so it is necessary to develop a rapid and accurate method for its identification.It is a simple and rapid method for artificial olfactory system to identify alcohol quality.In this paper,a kind of radial basis function neural network based on the genetic algorithm as pattern recognition for the artificial olfactory system was put forward so that it can be used to identify alcohol quality. The experimental results show that the pattern recognition method is effective and both category and quality grade of a alcohol can be accurately identified. |
| Keywords: | Alcohol Identification Genetic algorithm Neural network |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ | |