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| 基于神经-模糊方法的单料烟感官质量评价专家系统 | |
| 引用本文： | 林丽莉,冯天瑾,周文晖,郑宏伟.基于神经-模糊方法的单料烟感官质量评价专家系统[J].中国海洋大学学报(自然科学版),2001,31(6):931-936. |
| 作者姓名： | 林丽莉 冯天瑾 周文晖 郑宏伟 |
| 作者单位： | 1. 青岛海洋大学电子工程系, 2. 中国计量学院自动化系, 3. 颐中烟草集团有限公司技术中心开发二室, |
| 基金项目： | 国家 8 6 3/CIMS课题 ( 86 3-5 1 1 -91 0 -1 4 1 )资助 |
| 摘 要： | 作者通过对单料烟评吸的结果与理化测定的指标参数进行分析 ,结合专家经验并采用神经 -模糊方法 ,提出一种基于单料烟的理化指标对各感官参数进行分类、分级 ,建造单料烟感官质量评价专家系统的方法。实验表明 ,该系统具有学习与知识提取能力 ,在卷烟产品质量管理新产品开发中具有指导意义 |
| 关 键 词： | 单料烟 专家系统 神经网络 模糊理论 神经-模糊方法 |
| 文章编号： | 1001-1862(2001)06-931-06 |
| 修稿时间： | 2000年12月25 |
Expert System Based on Neuro-Fuzzy Approach for Sensory Quality Assessment of Tobaccos |
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| Lin Lili,Feng Tianjin,Zhou Wenhui \ Zheng Hongwei.Expert System Based on Neuro-Fuzzy Approach for Sensory Quality Assessment of Tobaccos[J].Periodical of Ocean University of China,2001,31(6):931-936. | |
| Authors: | Lin Lili Feng Tianjin Zhou Wenhui \ Zheng Hongwei |
| Institution: | Lin Lili 1 Feng Tianjin 1 Zhou Wenhui 2\ Zheng Hongwei 3 |
| Abstract: | According to the tobacco results appraised by human experts and the analysis of relative parameters, incorporating the human experts' experience, a method is proposed to construct an expert system based on neuro fuzzy approaches for quality appraisement of single material tobacco. Given relative parameters, the system can realize the classification of the tobacco's sense parameters. The experiment results show that the system has the ability of learning and extracting knowledge. The system can serve as a significant direction in the quality management and development of new products. |
| Keywords: | tobacco expert system neural networks fuzzy theory neuro fuzzy approach |
| 本文献已被 CNKI 万方数据 等数据库收录！ | |